WO2021147428A1 - Gesture recognition method and apparatus, terminal device, and computer storage medium - Google Patents

Gesture recognition method and apparatus, terminal device, and computer storage medium Download PDF

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Publication number
WO2021147428A1
WO2021147428A1 PCT/CN2020/124480 CN2020124480W WO2021147428A1 WO 2021147428 A1 WO2021147428 A1 WO 2021147428A1 CN 2020124480 W CN2020124480 W CN 2020124480W WO 2021147428 A1 WO2021147428 A1 WO 2021147428A1
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WIPO (PCT)
Prior art keywords
radar
path
wireless
gesture recognition
paths
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PCT/CN2020/124480
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French (fr)
Chinese (zh)
Inventor
张翼
冉立新
张广煜
王辉
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华为技术有限公司
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Publication of WO2021147428A1 publication Critical patent/WO2021147428A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/017Gesture based interaction, e.g. based on a set of recognized hand gestures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/1613Constructional details or arrangements for portable computers
    • G06F1/1633Constructional details or arrangements of portable computers not specific to the type of enclosures covered by groups G06F1/1615 - G06F1/1626
    • G06F1/1684Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675
    • G06F1/1694Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675 the I/O peripheral being a single or a set of motion sensors for pointer control or gesture input obtained by sensing movements of the portable computer
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/1613Constructional details or arrangements for portable computers
    • G06F1/1633Constructional details or arrangements of portable computers not specific to the type of enclosures covered by groups G06F1/1615 - G06F1/1626
    • G06F1/1684Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675
    • G06F1/1698Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675 the I/O peripheral being a sending/receiving arrangement to establish a cordless communication link, e.g. radio or infrared link, integrated cellular phone
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Definitions

  • This application belongs to the field of wireless technology, and in particular relates to a gesture recognition method, device, terminal device, and computer storage medium.
  • Gesture recognition refers to the entire process of terminal devices tracking human gestures, recognizing their meanings, and converting them into semantically meaningful commands.
  • gesture content can be captured through contact sensors or non-contact sensors.
  • Radar is a non-contact sensor that can sense when there is a certain distance from the sensing target. This sensing is non-contact. For the sensing target, this non-contact sensing is always better than close contact. The perception of the skin surface is more comfortable and convenient.
  • the current various terminal devices are developing in the direction of lightweight and miniaturization, and the content space of the terminal devices is limited. If a radar sensor is added to the narrow and crowded space of the terminal device to realize the gesture recognition function, it will bring a greater layout and wiring burden to the radio frequency front end of the terminal device, and increase the hardware cost, power consumption and volume of the terminal device.
  • the embodiments of the present application provide a gesture recognition method, device, terminal device, and computer storage medium, which can solve the problem that when radar is used for gesture recognition, the layout of the radar sensor in the terminal device will bring greater impact to the radio frequency front end of the terminal device.
  • the burden of layout and wiring increases the hardware cost, power consumption and volume of terminal equipment.
  • the first aspect of the embodiments of the present application provides a gesture recognition method, including:
  • the first preset number of wireless paths are determined as radar transmission paths, and the second preset number of wireless paths are determined as radar receiving paths, where the wireless paths include Bluetooth wireless paths and wifi wireless paths.
  • the wireless paths include Bluetooth wireless paths and wifi wireless paths.
  • At least one of the licensed band auxiliary access wireless channels, the radar transmitting channel and the radar receiving channel are wireless channels with the same working frequency band;
  • the terminal device is usually provided with multiple wireless channels, and the above-mentioned wireless channels may include one or more of Bluetooth wireless channels, wifi wireless channels, and permitted band-assisted access wireless channels.
  • the terminal device can determine the first preset number of wireless paths from the existing wireless paths as the radar transmitting path, and determine the second preset number of wireless paths as the radar receiving channel, without adding new ones.
  • the above-mentioned radar transmitting path and radar receiving path should be wireless paths with the same working frequency band.
  • the terminal device constructs a radar sensor system by multiplexing the existing wireless path of the terminal device, the above-mentioned radar transmitting path and radar receiving path can perform gesture recognition operations in the first time period, and perform wireless communication operations in the second time period , which can realize the gesture recognition function without affecting the wireless communication function of the terminal device.
  • the foregoing construction of the radar sensor system by multiplexing the existing wireless channels of the terminal equipment will not cause additional layout and wiring burdens on the radio frequency front end of the terminal equipment, will not increase any hardware costs, and will not affect the power consumption and volume of the terminal equipment.
  • the performing a gesture recognition operation through the radar transmitting path and the radar receiving path in the first time period includes:
  • the terminal device when the terminal device performs the gesture recognition operation through the radar transmitting path and the radar receiving path, it first performs the radar scanning operation through the radar transmitting path and the radar receiving path to obtain the radar scan data.
  • the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result.
  • the algorithm of gesture recognition processing can be selected according to the actual situation. For example, in a radar sensor system with a single-input multiple-output architecture, you can choose to use phase linear demodulation technology for gesture recognition.
  • the performing a wireless communication operation through at least one of the radar transmitting path and the radar receiving path in the second time period includes:
  • a Bluetooth communication operation or a wifi communication operation or a permitted band-assisted access operation corresponding to the at least one wireless path is performed through at least one of the radar transmission path and the radar reception path.
  • the terminal device can perform wireless communication operations corresponding to the channel type of the wireless channel through the wireless channel.
  • the terminal device can perform Bluetooth communication operations through the Bluetooth wireless channel; when the above-mentioned wireless channel is a wifi wireless channel, the terminal device can perform wifi communication operations through the wifi wireless channel; when the above-mentioned wireless channel When assisting in accessing the wireless channel for the licensed band, the terminal device can perform the assisted access operation of the licensed band by accessing the wireless channel by the licensed band.
  • the determining a first preset number of wireless channels as radar transmitting paths and determining a second preset number of wireless channels as radar receiving paths includes:
  • Use wireless channels that have the same operating frequency band and have not been called as target wireless channels determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, and determine a second predetermined number from the target wireless channels. Set a number of target wireless channels as radar receiving channels.
  • the terminal device selects the radar transmitting path and the radar receiving path
  • the wireless path that has not been called can be selected as the radar transmitting path or the radar receiving path, thereby reducing the impact of multiplexing the wireless path on the wireless communication function of the terminal device .
  • the determining the first preset number of wireless channels as the radar transmission path and the second preset number of wireless channels as the radar receiving path includes:
  • the channel performance parameters of each wireless channel determine a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
  • a first preset number of target wireless paths are determined from the target wireless paths as radar transmission paths, and a second preset number of target wireless paths are determined from the target wireless paths as radar receiving paths.
  • the terminal device selects the radar transmitting path and the radar receiving path
  • the wireless path with better path performance parameters can also be selected as the radar transmitting path or the radar receiving path, thereby improving the accuracy of the gesture recognition result.
  • the gesture recognition operation is performed through the radar transmitting path and the radar receiving path in the first time period, and the gesture recognition operation is performed through the radar transmitting path and the radar in the second time period.
  • Performing wireless communication operations on at least one of the radar receiving paths includes:
  • the gesture recognition operation is performed through the radar transmission path and the radar receiving path, and in the non-scanning time period in each radar scanning period, the At least one of the radar transmitting path and the radar receiving path performs a wireless communication operation.
  • a radar scan period can be set.
  • a scanning period and a non-scanning period are set in the radar scanning period.
  • the terminal device can perform gesture recognition operations through the radar transmitting path and the radar receiving path.
  • the terminal device can perform wireless communication operations through at least one of the radar transmitting path and the radar receiving path.
  • the radar scan frequency can usually be less than 10 Hz, that is, the radar scan period is usually greater than 100 milliseconds, and each radar scan takes a few microseconds. Therefore, the scan time The segment accounts for a very small proportion of the radar scanning period, and the multiplexing of the wireless channels in the wireless communication module by time division multiplexing has minimal impact on the wireless communication function of the wireless communication module.
  • the performing a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data includes:
  • the radar transmission path is controlled to transmit electromagnetic signals
  • the radar reception path is controlled to receive echo signals
  • the echo signals are processed by analog-to-digital conversion to obtain radar scan data, where:
  • the echo signal is a signal reflected by the electromagnetic signal after touching an object.
  • the terminal device when the terminal device performs gesture recognition operations through the radar transmitting path and the radar receiving path, it can control the radar transmitting path to transmit electromagnetic signals and the radar receiving path to receive echo signals.
  • the above-mentioned echo signal is a signal emitted after the electromagnetic signal touches an object.
  • the echo signal is processed by analog-to-digital conversion to obtain radar scan data.
  • the controlling the radar transmission path to emit electromagnetic signals includes:
  • the terminal device controls the radar transmitting channel to transmit electromagnetic signals, it can control the radar transmitting channel to transmit single-frequency continuous wave signals.
  • the radar sensor system constructed by the radar transmitting path and the radar receiving path is an extremely narrowband radar system.
  • the very narrowband radar system can reduce the interference of electromagnetic signals and echo signals to other frequency spectrums in the communication frequency band.
  • the echo signal corresponding to the single-frequency continuous wave signal has a certain bandwidth, the bandwidth of the echo signal is on the order of Hertz, and has minimal impact on the communication frequency band.
  • the very narrowband radar system can be more Good coexistence with the wireless communication module in the terminal device.
  • the second aspect of the embodiments of the present application provides another gesture recognition method, including:
  • the first preset number of wireless paths are determined as the radar transmission path, and the second preset number of wireless paths are determined as the radar receiving path, and the radar transmission path and the radar receiving path are the same The wireless channel of the working frequency band;
  • the determining the first preset number of wireless paths as the radar transmitting path and determining the second preset number of wireless paths as the radar receiving path includes:
  • Use wireless channels that have the same operating frequency band and have not been called as target wireless channels determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, and determine a second predetermined number from the target wireless channels. Set a number of target wireless channels as radar receiving channels.
  • the determining the first preset number of wireless paths as radar transmission paths and the second preset number of wireless paths as radar receiving paths includes:
  • the channel performance parameters of each wireless channel determine a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
  • a first preset number of target wireless paths are determined from the target wireless paths as radar transmission paths, and a second preset number of target wireless paths are determined from the target wireless paths as radar receiving paths.
  • each scanning period of the radar scanning period a radar scanning operation is performed through the radar transmitting path and the radar receiving path to obtain radar scanning data.
  • the performing a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data includes:
  • controlling the radar transmission path to emit electromagnetic signals includes:
  • the wireless path includes one or more of a Bluetooth wireless path, a wifi wireless path, and a licensed band-assisted access wireless path.
  • a third aspect of the embodiments of the present application provides a gesture recognition device, including:
  • the path selection module is used to determine the first preset number of wireless paths as the radar transmission path and the second preset number of wireless paths as the radar receiving path when the gesture recognition instruction is detected, wherein the wireless path includes Bluetooth At least one of a wireless path, a wifi wireless path, and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
  • the path multiplexing module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and through at least one of the radar transmitting path and the radar receiving path in the second time period
  • One wireless channel performs wireless communication operations.
  • a radar scanning sub-module configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data
  • the gesture recognition sub-module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
  • the path multiplexing module includes:
  • the wireless communication sub-module is configured to perform a Bluetooth communication operation or a wifi communication operation corresponding to the at least one wireless path through at least one of the radar transmission path and the radar reception path in the second time period Allowed band to assist access operations.
  • the path selection module includes:
  • Frequency band query sub-module used to obtain the working frequency band of each wireless channel
  • the calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
  • the path selection module includes:
  • the performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel
  • the performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
  • the target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
  • the path multiplexing module includes:
  • the scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
  • the intermittent scanning sub-module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path during the scanning time period in each radar scanning period, and to perform gesture recognition operations in each radar scanning period.
  • a wireless communication operation is performed through at least one of the radar transmitting path and the radar receiving path.
  • the radar scanning sub-module is specifically configured to control the radar transmission path to transmit electromagnetic signals and control the radar reception path to receive feedback during the first time period. And perform analog-to-digital conversion processing on the echo signal to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
  • the radar scanning submodule includes:
  • the single-frequency signal sub-module is used to control the radar transmission path to transmit a single-frequency continuous wave signal.
  • the fourth aspect of the embodiments of the present application provides another gesture recognition device, which is characterized in that it includes:
  • the path selection module is used to determine a first preset number of wireless paths as radar transmission paths, and a second preset number of wireless paths as radar receiving paths when a gesture recognition instruction is detected.
  • the radar receiving channel is a wireless channel with the same working frequency band;
  • a radar scanning module configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data
  • the gesture recognition module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
  • the path selection module includes:
  • Frequency band query sub-module used to obtain the working frequency band of each wireless channel
  • the calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
  • the path selection module includes:
  • the performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel
  • the performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
  • the target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
  • the radar scanning module includes:
  • the scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
  • the intermittent scanning sub-module is used to perform a radar scanning operation through the radar transmitting path and the radar receiving path during the scanning period of each radar scanning period to obtain radar scanning data.
  • the radar scanning module includes:
  • a signal transmitting sub-module for controlling the radar transmitting path to transmit electromagnetic signals
  • the signal receiving sub-module is used to control the radar receiving path to receive echo signals and perform analog-to-digital conversion processing on the echo signals to obtain radar scan data.
  • the echo signals indicate that the electromagnetic signal is in contact with an object After the reflected signal.
  • the signal transmission submodule is specifically configured to control the radar transmission path to transmit a single-frequency continuous wave signal.
  • the wireless path includes one or more of a Bluetooth wireless path, a wifi wireless path, and a licensed band-assisted access wireless path.
  • the fifth aspect of the embodiments of the present application provides a terminal device, including a memory, a processor, and a computer program stored in the memory and running on the processor.
  • the processor executes the computer program, , So that the terminal device implements the steps of the above method.
  • a sixth aspect of the embodiments of the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the terminal device realizes the steps of the above-mentioned method.
  • the seventh aspect of the embodiments of the present application provides a computer program product, which when the computer program product runs on a terminal device, enables the terminal device to implement the steps of the above-mentioned method.
  • the terminal device can determine the first preset number of wireless paths from the existing wireless paths as the radar transmitting path, and determine the second preset number of wireless paths as the radar receiving network.
  • multiplexing the wireless channels in the terminal equipment to construct a radar sensor system will not cause additional layout and wiring burdens on the RF front-end of the terminal equipment, increase any hardware costs, and do not affect the power consumption and power consumption of the terminal equipment.
  • the volume solves the problem that when radar is used for gesture recognition, the layout of radar sensors in terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost, power consumption and volume of the terminal equipment.
  • FIG. 1 is a schematic flowchart of a gesture recognition method provided by an embodiment of the present application
  • Figure 2 is a schematic diagram of an application scenario provided by an embodiment of the present application.
  • FIG. 3 is a schematic diagram of another application scenario provided by an embodiment of the present application.
  • FIG. 4 is a schematic diagram of another application scenario provided by an embodiment of the present application.
  • FIG. 5 is a schematic structural diagram of a gesture recognition device provided by an embodiment of the present application.
  • Fig. 6 is a schematic diagram of a terminal device provided by an embodiment of the present application.
  • FIG. 7 is a schematic diagram of a wireless transmission path provided by an embodiment of the present application.
  • FIG. 8 is a schematic diagram of another wireless transmission path provided by an embodiment of the present application.
  • FIG. 9 is a schematic diagram of a wireless receiving path provided by an embodiment of the present application.
  • FIG. 10 is a schematic diagram of another wireless receiving path provided by an embodiment of the present application.
  • FIG. 11 is a schematic diagram of a wireless transceiver reciprocal path provided by an embodiment of the present application.
  • FIG. 12 is a schematic diagram of another wireless transceiver reciprocal path provided by an embodiment of the present application.
  • FIG. 13 is a schematic diagram of another wireless transceiver reciprocal path provided by an embodiment of the present application.
  • FIG. 14 is a schematic diagram of a radar sensor system with a single-input multiple-output architecture provided by an embodiment of the present application;
  • 15 is a schematic diagram of a radar sensor system with a multiple input single output architecture provided by an embodiment of the present application.
  • FIG. 16 is a schematic diagram of a radar sensor system with a multiple-input multiple-output architecture provided by an embodiment of the present application.
  • the term “if” can be construed as “when” or “once” or “in response to determination” or “in response to detecting “.
  • the phrase “if determined” or “if detected [described condition or event]” can be interpreted as meaning “once determined” or “in response to determination” or “once detected [described condition or event]” depending on the context ]” or “in response to detection of [condition or event described]”.
  • the gesture recognition method provided by the embodiments of this application can be applied to mobile phones, tablet computers, wearable devices, in-vehicle devices, augmented reality (AR)/virtual reality (VR) devices, notebook computers, and super mobile personal computers
  • AR augmented reality
  • VR virtual reality
  • UMPC ultra-mobile personal computer
  • netbooks netbooks
  • PDA personal digital assistant
  • the terminal device may be a station (STAION, ST) in a WLAN, a cellular phone, a cordless phone, a Session Initiation Protocol (SIP) phone, a wireless local loop (Wireless Local Loop, WLL) station, Personal Digital Assistant (PDA) devices, handheld devices with wireless communication functions, computing devices or other processing devices connected to wireless modems, in-vehicle devices, car networking terminals, computers, laptop computers, handheld communication devices , Handheld computing devices, satellite wireless devices, wireless modem cards, television set top boxes (STB), customer premise equipment (customer premise equipment, CPE), and/or other equipment used to communicate on the wireless system and download First-generation communication modules, for example, mobile terminals in 5G networks or mobile terminals in the future evolution of the Public Land Mobile Network (PLMN) network, etc.
  • SIP Session Initiation Protocol
  • WLL Wireless Local Loop
  • PDA Personal Digital Assistant
  • handheld devices with wireless communication functions computing devices or other processing devices connected to wireless modems
  • the wearable device can also be a general term for applying wearable technology to intelligently design daily wear and develop wearable devices, such as glasses, gloves, Watches, clothing and shoes, etc.
  • a wearable device is a portable device that is directly worn on the body or integrated into the user's clothes or accessories. Wearable devices are not only a hardware device, but also realize powerful functions through software support, data interaction, and cloud interaction. In a broad sense, wearable smart devices include full-featured, large-sized, complete or partial functions that can be implemented without relying on smart phones, such as smart watches or smart glasses, and only focus on a certain type of application function, and need to be used in conjunction with other devices such as smart phones. , Such as all kinds of smart bracelets and smart jewelry for physical sign monitoring.
  • the Doppler effect reflects the interaction between electromagnetic waves and moving targets.
  • the frequency of the electromagnetic wave received by the observer and the frequency of the electromagnetic wave emitted by the wave source. Based on this principle, radar and sonar systems are widely used to measure the speed information of targets.
  • radar sensor systems In the past few decades, with the miniaturization and low cost of civil radar, radar sensor systems have attracted more and more attention and have been applied in many fields. Typical application examples include: mechanical vibration measurement, life signal monitoring, partition wall signal detection, gesture recognition, and low-speed application measurement. Moreover, with the development of semiconductor technology, radar sensor systems based on radio frequency integrated chips are also shining brilliantly in the academic and industrial circles.
  • Gesture recognition refers to the entire process of terminal devices tracking human gestures, recognizing their meanings, and converting them into semantically meaningful commands.
  • gesture content can be captured through contact sensors or non-contact sensors.
  • radar sensors are more comfortable and convenient when applied to gesture recognition technology.
  • the radar sensor senses when there is a certain distance from the sensing target. For the sensing target, this non-contact sensing is always more comfortable and convenient than the sensing method close to the skin surface.
  • the single input multiple output (Single Input Multiple Output, SIMO) architecture radar sensor system tracks gestures.
  • a new radar sensor system needs to be added to the terminal equipment, and a new radar chip, adapter circuit, radar antenna, and corresponding power supply and corresponding power supply are required to be added to the narrow and crowded space of the terminal equipment.
  • the baseband system will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and will increase the hardware cost, power consumption and volume of the terminal equipment, and may even affect the performance of the terminal equipment.
  • an embodiment of the present application provides a gesture recognition method.
  • the terminal device can determine a first preset number of wireless paths as radar transmission paths from existing wireless paths, and determine a second preset number of wireless paths as radar transmission paths.
  • Radar receiving and Tongluo without adding a new radar sensor, multiplexing the wireless path of the terminal equipment to construct the radar sensor, will not cause additional layout and wiring burdens on the radio frequency front end of the terminal equipment, will not increase any hardware cost, and will not affect
  • the power consumption and size of the terminal equipment solve the problem that when radar is used for gesture recognition, the layout of the radar sensor in the terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost and power consumption of the terminal equipment. And the problem of volume.
  • FIG. 1 Please refer to the flowchart of the gesture recognition method shown in FIG. 1, which includes:
  • a trigger condition for triggering the gesture recognition instruction can be set on the terminal device.
  • the terminal device can be operated to trigger the gesture recognition instruction.
  • the trigger condition for triggering the gesture recognition instruction can be set according to the actual situation.
  • the terminal device may be provided with a physical button or a virtual button that triggers gesture recognition. When the user presses the aforementioned physical button or clicks the aforementioned virtual button, a gesture recognition instruction can be triggered.
  • the terminal device 2 includes a physical button 201 and a physical button 202.
  • the physical button 201 is a volume button
  • the physical button 202 is a power button.
  • the terminal device 2 is provided with an association relationship between the volume key 201 and the gesture recognition function, the user can simultaneously press the first side and the second side of the volume key with two fingers before the vehicle is driven to trigger the gesture recognition instruction. Enable the gesture operation function so that the user can give corresponding instructions to the terminal device through gestures while driving.
  • the system setting interface of the terminal device is provided with a virtual button 203 for enabling and disabling the gesture recognition function.
  • the user can click the virtual button 203 of the gesture recognition function on the terminal device to trigger the gesture recognition instruction and enable the gesture operation function, so that the user can give corresponding instructions to the terminal device through gestures during driving.
  • the user may also set the association relationship between certain applications and gesture recognition instructions on the terminal device, and when the user starts these specific applications, the gesture recognition instructions are automatically triggered.
  • the user can set the association relationship between the map navigation software and the gesture recognition instruction.
  • the user before driving, the user can search for "map" on the terminal device, and the terminal device displays the search result.
  • the search result includes the A navigation map 204 and the B navigation map 205.
  • the A navigation map software automatically triggers a gesture recognition instruction when it is started, and enables the gesture operation function, so that the user can give corresponding instructions to the terminal device through gestures during driving.
  • BT Bluetooth
  • LAA Licensed-Assisted Access
  • These wireless communication modules have one or more wireless paths, and the type of the wireless path corresponds to the type of the wireless communication module.
  • the Bluetooth communication module may include one or more Bluetooth wireless channels; the wifi communication module may include one or more wifi wireless channels; the LAA communication module may include one or more LAA wireless channels.
  • the working frequency band of the LAA wireless channel is 5150MHz to 5925MHz
  • the working frequency band of the wifi wireless channel working in the 5GHz frequency band is the frequency band of 5150MHz to 5850MHz. Therefore, the LAA wireless channel and the wifi wireless channel working in the 5GHz frequency band have the same operation.
  • Frequency band that is, the frequency band from 5150MHz to 5850MHz.
  • the working frequency band of the Bluetooth wireless channel is 2401MHz to 2479MHz
  • the working frequency of the wifi wireless channel working in the 2.4GHz frequency band is 2400MHz to 2483.5MHz. Therefore, the Bluetooth wireless channel and the wifi wireless channel working in the 2.4GHz frequency band have the same
  • the working frequency band is the frequency band from 2401MHz to 2479MHz.
  • the terminal device may select a first preset number of wireless paths from the wireless paths of each wireless communication module as the radar transmission path, and select the second preset wireless path as the radar receiving path, Therefore, without adding a radar sensor, the wireless channel of the existing wireless communication module of the terminal equipment is reused to construct a radar sensor system.
  • the first preset quantity and the second preset quantity can be set according to actual needs.
  • the first preset number can be set to 1
  • the second preset number can be set to 3.
  • the terminal device selects 1 wireless path as the radar transmission path, and selects 3 wireless paths as the radar receiving path to construct a one-transmit and three-receive system Radar sensor system based on SIMO architecture.
  • the first preset number can also be set to 3, the second preset number is set to 3, and the terminal device selects 3 wireless channels as the radar transmission channel and 3 wireless channels as the radar receiving channel to construct a three-transmit and three-receive system A radar sensor system with Multiple Input Multiple Output (MIMO) architecture; alternatively, the first preset number can also be set to 3, the second preset number is set to 1, and the terminal device selects 3 wireless channels as the radar transmission Channel, select one wireless channel as the radar receiving channel to construct a radar sensor system with multiple input single output (MISO) architecture with three transmissions and one reception.
  • MIMO Multiple Input Multiple Output
  • the phase linear demodulation technology can be used for gesture recognition, and the amount of calculation is small, and there is no need to use complex models such as convolutional neural networks for complexity.
  • the terminal device can use a classifier with a relatively simple structure to distinguish the types of echo signals.
  • the radar sensor system constructed by the radar transmitting path and the radar receiving path is a radar sensor system of MIMO architecture
  • the phase linear demodulation technology cannot be used for gesture recognition, and the calculation amount of gesture recognition is relatively large.
  • the radar sensor system of MIMO architecture receives The received echo signal is a superposition of multiple echo signals, which can provide a basis for pattern recognition for non-point sources, distributed and complex motions.
  • the radar transmitting path and the radar receiving path should be wireless paths with the same working frequency band, otherwise the radar sensor system cannot be constructed.
  • the radar transmission path selects the LAA wireless path working in the 5GHz frequency band
  • the radar receiving path should not select the Bluetooth wireless path working in the 2.4GHz frequency band, but the wireless path working in the 5GHz frequency band should be selected as the radar receiving path, otherwise Radar transmitting path and radar receiving path cannot construct a radar sensor system.
  • the wireless paths in the radar transmission path may be the same type of wireless path, or may be different types of wireless paths.
  • the terminal device needs to select two wireless paths as the radar transmission path. These two wireless paths may be LAA wireless paths, or the two wireless paths may include one LAA wireless path. Access and a wifi wireless access.
  • each wireless path in the radar receiving path may be the same type of wireless path, or may be a different type of wireless path.
  • the terminal device needs to select 2 wireless channels as the radar receiving channels.
  • These 2 wireless channels can be LAA wireless channels, or the 2 wireless channels can include one LAA wireless channel. Access and a wifi wireless access.
  • the above-mentioned radar transmitting path and radar receiving path may be the same type of wireless path, or may be different types of wireless paths.
  • the terminal device selects a LAA wireless path as the radar transmission path
  • the terminal device can select the LAA wireless path as the radar reception path, and the radar transmission path and the radar reception path are the same type of wireless path; or, the terminal device
  • Other wireless channels can also be selected as the radar receiving channel.
  • the terminal device can select the wifi wireless channel as the radar receiving channel.
  • the radar transmitting channel and the radar receiving channel are different types of wireless channels.
  • the selection method of the radar transmitting path and the radar receiving path can be set according to the actual situation.
  • the terminal device may obtain the working frequency band of each wireless channel, and use the wireless channel that has the same working frequency band and has not been called as the target wireless channel. Then, the terminal device determines the first preset number of target wireless paths from the target wireless paths as the radar transmitting path, and determines the second preset number of wireless paths as the radar receiving path.
  • the terminal device detects that there are currently 6 wireless channels that have not been called, 5 wireless channels are working in the 2.4GHz frequency band, and one wireless channel is working in the 5GHz frequency band, then the terminal device can operate 5 wireless channels in the 2.4GHz frequency band without being called.
  • the called wireless path is used as the target wireless path. Assuming that the first preset number is 1 and the second preset number is 3, the terminal device selects one wireless path from the five target wireless paths as the radar transmitting path, and three wireless paths as the radar receiving path.
  • the terminal device can select from the target wireless channels corresponding to the working frequency band Radar transmitting path and radar receiving path. If the number of uncalled wireless channels corresponding to each working frequency band is less than the sum of the first preset number and the second preset number, the terminal device may temporarily not select the radar transmission path and the radar receiving path, and wait for a certain working frequency band When the corresponding number of wireless channels that have not been called is greater than or equal to the sum of the first preset number and the second preset number, then the radar transmitting path and the radar receiving path are selected.
  • the terminal device can select the wireless channel that has not been called as the radar transmission channel and the radar receiving channel. It can reuse the wireless channel in the idle state to construct the radar sensor system without affecting the wireless communication function of each wireless communication module. Make an impact.
  • the terminal device may also obtain the path performance parameters of each wireless path.
  • the content of the channel performance parameters can be set according to the actual situation.
  • the channel performance parameters may include one or more of parameters such as Quality of Service (QoS), number of antennas, and power.
  • QoS Quality of Service
  • number of antennas number of antennas
  • power power
  • the terminal device can evaluate the path status of each wireless path through path performance parameters, and select a third preset number of wireless paths with the best path performance parameters and the same working frequency band as the target wireless path.
  • the third preset quantity should be greater than or equal to the sum of the first preset quantity and the second preset quantity.
  • the terminal device can obtain For the channel performance parameters of each wireless channel working in the 5GHz frequency band, four wireless channels with the best channel performance parameters are selected as the target wireless channels. Then one target wireless path is selected from the four target wireless paths as the radar transmitting path, and two target wireless paths are selected as the radar receiving path.
  • the terminal device may also preferentially select wireless channels that have not been called as the radar transmitting channel or the radar receiving channel. If the uncalled wireless channels corresponding to each working frequency band are less than the sum of the first preset number and the second preset number, the terminal device can obtain the channel performance parameters of each wireless channel and select the third preset number of channel performance The wireless channel with the optimal parameters and the same working frequency band is used as the target wireless channel.
  • the terminal device may also determine the first preset number of radar transmission paths and the second preset number of radar reception paths from wireless paths with the same operating frequency band by random selection. .
  • the terminal equipment can determine the radar transmission path and the radar reception path through the above-mentioned methods, or the terminal equipment may also determine the radar transmission path and the radar reception path through other methods.
  • the terminal device After the terminal device selects the radar transmission path and the radar reception path, it can perform gesture recognition operations through the radar transmission path and the radar reception path in the first time period, and the terminal device can pass the radar transmission path and the radar reception path in the second time period At least one of the wireless channels in the wireless channel performs wireless communication operations.
  • the type of wireless communication operation corresponds to the path type of the wireless path.
  • the wireless communication operation performed by the wireless path is a Bluetooth communication operation
  • the wireless path is a wifi wireless path
  • the wireless communication operation performed by the wireless path is a wifi communication operation
  • the wireless path is When the permitted band assists in accessing the wireless channel, the wireless communication operation performed by the wireless channel is the permitted band assisted access operation.
  • the first time period and the second time period may be preset time periods or non-preset time periods.
  • Gesture movement is a low-frequency movement.
  • the radar scan frequency can usually be less than 10 Hz, that is, the radar scan period is usually greater than 100 milliseconds, and each radar scan takes a few microseconds. Therefore, in a possible implementation, after selecting the radar transmitting path and the radar receiving path, the terminal device can obtain the radar scanning period.
  • Each radar scanning period can be divided into a scanning period and a non-scanning period.
  • the multiplexing method controls the radar transmitting path and the radar receiving path to perform gesture recognition operations and wireless communication operations.
  • the first time period and the second time period are preset time periods, the first time period is the scanning time period of each radar scanning period, and the second time period is the non-scanning time period of each radar scanning period.
  • the terminal device can perform gesture recognition operations in the scanning period through the radar transmission path and the radar receiving path.
  • the terminal device can perform corresponding wireless communication operations through at least one of the radar transmitting path and the radar receiving path.
  • the terminal device can perform radar scanning operations through the Bluetooth wireless path and the wifi wireless path; During the non-scanning period of the radar scanning period, the terminal device can perform Bluetooth communication operations through the Bluetooth wireless path and/or perform wifi communication operations through the wifi wireless path.
  • the terminal device can not only use the wireless path of the existing wireless communication module to perform gesture recognition operations, but also, because the scanning time period accounts for a very small proportion of the radar scanning cycle, the wireless communication module is multiplexed by time division multiplexing.
  • the wireless path in the wireless communication module has minimal impact on the wireless communication function of the wireless communication module.
  • the wireless channels in the radar transmitting path and the radar receiving path perform different operations during the scanning period and the non-scanning period of the radar scan cycle to achieve different functions. Therefore, the processor in the terminal device can pass through each The coexistence mechanism between the wireless communication modules periodically generates a trigger signal to control the wireless path switching function.
  • the trigger signal for controlling the switching function of each wireless path should be generated by the same processor.
  • the processor After the processor generates the trigger signal, it sends the trigger signal to other processors, so that multiple processors, under the control of the coexistence mechanism, can control each wireless channel to switch different functions in an orderly manner.
  • the Bluetooth communication module includes a Bluetooth baseband chip
  • the wifi communication module includes a wifi baseband chip.
  • the trigger signals that control the function switching of each wireless channel should all be generated by the Bluetooth baseband chip; or, the trigger signals that control each wireless channel to switch the function should all be generated by the wifi baseband chip; or, control each wireless channel for function switching
  • the trigger signal of should all be generated by some other processor.
  • a processor After a processor generates a trigger signal to control the wireless channel switching function, it transmits the trigger signal to other processors by means of interrupt transmission, etc., and each processor controls the corresponding wireless channel to perform function switching according to the trigger signal, thereby enabling multiple processing Under the control of the coexistence mechanism, the device controls each wireless channel to switch different functions in an orderly manner.
  • the terminal device may not set the radar scan period.
  • the terminal device can select a wireless channel with the same working frequency band as the target wireless channel from the wireless channels that have not been called, and select the radar transmitting channel and the radar receiving channel from the target wireless channels.
  • the first time period and the second time period are non-preset time periods.
  • the first time period refers to the time period when the wireless channel is called as the radar transmitting channel or the radar receiving channel
  • the second time period refers to The time period during which the wireless path is called to perform wireless communication operations.
  • the terminal device can perform the radar scanning operation through the above-mentioned radar transmitting path and the radar receiving path to obtain radar scanning data. Then, the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result.
  • the terminal device can transmit electromagnetic signals through the radar transmission path. After the electromagnetic signal emitted by the radar transmission path touches the object, the object will reflect the echo signal.
  • the terminal device can receive the echo signal through the radar receiving channel, and the terminal device performs analog-to-digital conversion processing on the echo signal, converts the echo signal from an analog signal to a digital signal, and obtains radar scan data. After that, the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result.
  • the type of electromagnetic signal emitted by the radar transmission path can be set according to the actual situation.
  • the electromagnetic signal emitted by the radar transmission path may be a pulse signal, a frequency modulated continuous wave signal, a single frequency continuous wave signal, and so on.
  • the radar sensor system constructed by the radar transmitting path and the radar receiving path is an extremely narrowband radar system.
  • the very narrowband radar system can reduce the interference of electromagnetic signals and echo signals to other frequency spectrums in the communication frequency band.
  • the echo signal corresponding to the single-frequency continuous wave signal has a certain bandwidth, the bandwidth of the echo signal is on the order of Hertz, and has minimal impact on the communication frequency band.
  • the very narrowband radar system can be more Good coexistence with the wireless communication module in the terminal device.
  • each terminal device can perform communication negotiation to allocate different working frequency bands to different terminal devices. After each terminal device determines its own intermediate frequency signal, even if there is signal interference between each terminal device, each terminal device can filter out the interference signal outside the working frequency band through the intermediate frequency filter, and through frequency division multiplexing, To achieve the coexistence of multiple terminal devices.
  • the terminal device can determine the first preset number of wireless paths as the radar transmission path from the existing wireless paths, and determine the second preset number of wireless paths.
  • the channel is used as a radar to receive the network. Without adding a new radar sensor, the wireless channel of the terminal device is reused to construct the radar sensor, which will not cause additional layout and wiring burdens on the radio frequency front end of the terminal device, and does not increase any cost. Affects the power consumption and volume of terminal equipment, and solves the problem that when radar is used for gesture recognition, the layout of radar sensors in terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost and power of the terminal equipment. The problem of consumption and volume.
  • the gesture recognition device includes:
  • the path selection module 501 is configured to determine a first preset number of wireless paths as radar transmission paths and a second preset number of wireless paths as radar receiving paths when a gesture recognition instruction is detected, wherein the wireless paths include At least one of a Bluetooth wireless channel, a wifi wireless channel, and a licensed band auxiliary access wireless channel, the radar transmitting channel and the radar receiving channel are wireless channels having the same working frequency band;
  • the path multiplexing module 502 is configured to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the second time period.
  • At least one wireless channel performs wireless communication operations.
  • path multiplexing module 502 includes:
  • a radar scanning sub-module configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data
  • the gesture recognition sub-module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
  • path multiplexing module 502 includes:
  • the wireless communication sub-module is configured to perform a Bluetooth communication operation or a wifi communication operation corresponding to the at least one wireless path through at least one of the radar transmission path and the radar reception path in the second time period Allowed band to assist access operations.
  • the path selection module 501 includes:
  • Frequency band query sub-module used to obtain the working frequency band of each wireless channel
  • the calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
  • the path selection module 501 includes:
  • the performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel
  • the performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
  • the target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
  • path multiplexing module 502 includes:
  • the scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
  • the intermittent scanning sub-module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path during the scanning time period in each radar scanning period, and to perform gesture recognition operations in each radar scanning period.
  • a wireless communication operation is performed through at least one of the radar transmitting path and the radar receiving path.
  • the radar scanning sub-module is specifically configured to control the radar transmission path to transmit electromagnetic signals, and control the radar reception path to receive echo signals, and respond to the echo signals in the first time period. Perform analog-to-digital conversion processing to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
  • the radar scanning sub-module includes:
  • the single-frequency signal sub-module is used to control the radar transmission path to transmit a single-frequency continuous wave signal.
  • an embodiment of the present application also provides a terminal device.
  • the terminal device 6 of this embodiment includes: a processor 60, a memory 61, a computer program 62 stored in the memory 61 and running on the processor 60, and a wireless communication module 63.
  • the processor 60 executes the computer program 62, the steps in the embodiment of the screen expansion method described above are implemented, for example, steps S101 to S102 shown in FIG. 1.
  • the processor 60 executes the computer program 62
  • the computer program 62 may be divided into one or more modules/units, and the one or more modules/units are stored in the memory 61 and executed by the processor 60 to complete This application.
  • the one or more modules/units may be a series of computer program instruction segments capable of completing specific functions, and the instruction segments are used to describe the execution process of the computer program 62 in the terminal device 6.
  • the computer program 62 can be divided into a path selection module and a path multiplexing module, and the specific functions of each module are as follows:
  • the path selection module is used to determine the first preset number of wireless paths as the radar transmission path and the second preset number of wireless paths as the radar receiving path when the gesture recognition instruction is detected, wherein the wireless path includes Bluetooth At least one of a wireless path, a wifi wireless path, and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
  • the path multiplexing module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and through at least one of the radar transmitting path and the radar receiving path in the second time period
  • One wireless channel performs wireless communication operations.
  • the terminal device 6 may be a computing device such as a desktop computer, a notebook, a palmtop computer, and a cloud server.
  • the terminal device may include, but is not limited to, a processor 60 and a memory 61.
  • FIG. 6 is only an example of the terminal device 6 and does not constitute a limitation on the terminal device 6. It may include more or fewer components than shown in the figure, or a combination of certain components, or different components.
  • the terminal device may also include input and output devices, network access devices, buses, and so on.
  • the so-called processor 60 may be a central processing unit (Central Processing Unit, CPU), other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components, etc.
  • the general-purpose processor may be a microprocessor or the processor may also be any conventional processor or the like.
  • the memory 61 may be an internal storage unit of the terminal device 6, such as a hard disk or memory of the terminal device 6.
  • the memory 61 may also be an external storage device of the terminal device 6, such as a plug-in hard disk equipped on the terminal device 6, a smart memory card (Smart Media Card, SMC), or a Secure Digital (SD). Card, Flash Card, etc. Further, the memory 61 may also include both an internal storage unit of the terminal device 6 and an external storage device.
  • the memory 61 is used to store the computer program and other programs and data required by the terminal device.
  • the memory 61 can also be used to temporarily store data that has been output or will be output.
  • the wireless communication module 63 may be a wireless communication module such as a Bluetooth communication module, a wifi communication module, a licensed band auxiliary access module, etc.
  • the type of the wireless communication module 63 is not limited in this embodiment.
  • the above-mentioned wireless communication module 63 may include at least one wireless path, and the wireless path may be a wireless transmission path, a wireless reception path, or a wireless transceiver reciprocal path.
  • the above-mentioned wireless transmission path may include a transmitter 701 and a transmission antenna 702. After the transmitter 701 generates the electromagnetic signal, it transmits the electromagnetic signal through the transmitting antenna 702.
  • the structure of the transmitter 701 can be set according to actual conditions.
  • the transmitter 701 may include a local oscillator (LO) 7011 and a power amplifier 7012. After receiving the clock signal, the local oscillator 7011 generates an electromagnetic signal according to the clock signal, which is amplified by the power amplifier 7012, and then the transmitting antenna 702 transmits the amplified electromagnetic signal.
  • LO local oscillator
  • the local oscillator 7011 After receiving the clock signal, the local oscillator 7011 generates an electromagnetic signal according to the clock signal, which is amplified by the power amplifier 7012, and then the transmitting antenna 702 transmits the amplified electromagnetic signal.
  • the above-mentioned wireless receiving path may include a receiver 901 and a receiving antenna 902. After receiving the electromagnetic signal by the receiving antenna 902, the receiver 901 performs signal processing.
  • the receiver 901 can be set according to actual conditions.
  • the receiver 901 may include a low-noise amplifier 9011, a local oscillator 9012, a phase shifter 9013, a first multiplier 9014, a second multiplier 9015, and a first filter. 9016, a second filter 9017, a first analog-to-digital converter 9018, and a second analog-to-digital converter 9019.
  • the receiving antenna 902 receives the electromagnetic signal, and the electromagnetic signal is amplified by the low-noise amplifier 9011 and then divided into a first amplified signal and a second amplified signal.
  • the local oscillator 9012 After receiving the clock signal, the local oscillator 9012 generates a local oscillator signal according to the clock signal and transmits it to the phase shifter 9013.
  • the phase shifter 9013 After processing the local oscillator signal, the phase shifter 9013 outputs the first phase shift signal and the second phase shift signal.
  • the first multiplier 9014 performs mixing processing on the first amplified signal and the first phase-shifted signal to obtain the first mixed signal.
  • the second multiplier 9015 performs frequency mixing processing on the second amplified signal and the second phase-shifted signal to obtain the second mixed signal.
  • first data is obtained.
  • second data is obtained.
  • the filter types of the first filter 9016 and the second filter 9017 can be selected according to actual conditions. For example, a band pass filter, a Nyquist filter, etc. can be selected as the first filter 9016 and the second filter 9017.
  • the above-mentioned wireless transceiving reciprocal path may include a transmitter 1101, a receiver 1102, a duplexer 1103 and a transceiving antenna 1104.
  • the duplexer 1103 when the duplexer 1103 is in state 1, the above-mentioned wireless transceiving reciprocal path can transmit electromagnetic signals through the transmitter 1101, the duplexer 1103, and the transceiver antenna 1104.
  • the above-mentioned wireless transceiving reciprocal path can receive electromagnetic signals through the transceiving antenna 1104, the duplexer 1103, and the receiver 1102.
  • the type of the duplexer 1103 can be selected according to the actual situation. For example, devices or circuits such as circulators, isolators, and switching circuits can be selected as duplexers.
  • the electromagnetic signal received by the receiving antenna/transceiving antenna is the reflection of the electromagnetic signal emitted by the radar transmitting path after contacting an object.
  • the first data and the second data processed by the above-mentioned receiver are radar scan data, and the processor 60 performs gesture recognition on the radar scan data to obtain a gesture recognition result.
  • the clock signals of the radar transmitting path and the radar receiving path should be the clock signal generated by the same reference clock to ensure the time synchronization of the radar transmitting path and the radar receiving path.
  • each wireless communication module 63 can construct a radar sensor system of the SIMO architecture under the control of the processor.
  • the radar sensor system of the SIMO architecture includes a radar transmitting path 1401 and multiple radar receiving paths 1402.
  • each wireless communication module 63 can construct a radar sensor system of MISO architecture under the control of the processor.
  • the radar sensor system of MISO architecture includes multiple radar transmitting paths 1501 and one radar receiving path. 1502.
  • each wireless communication module 63 can construct a radar sensor system with a MIMO architecture under the control of the processor.
  • the radar sensor system with a MIMO architecture includes multiple radar transmission paths 1601 and multiple radar receivers. Passage 1602.
  • the aforementioned radar transmission path may be a wireless transmission path and/or a wireless transceiver reciprocal path
  • the aforementioned radar reception path may be a wireless reception path and/or a wireless transceiver reciprocal path. Since the wireless transceiver reciprocal path can transmit electromagnetic signals or receive electromagnetic signals by switching the duplexer, when the processor 60 selects the wireless transceiver reciprocal path as the radar transmitting path or the radar receiving path, the radar sensor can be constructed more flexibly The system minimizes the impact of radar sensors on the original communication functions of the terminal equipment.
  • the disclosed device/terminal device and method may be implemented in other ways.
  • the device/terminal device embodiments described above are merely illustrative.
  • the division of the modules or units is only a logical function division, and there may be other divisions in actual implementation, such as multiple units.
  • components can be combined or integrated into another system, or some features can be omitted or not implemented.
  • the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
  • the functional units in the various embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
  • the above-mentioned integrated unit can be implemented in the form of hardware or software functional unit.
  • the integrated module/unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer readable storage medium.
  • the present application implements all or part of the processes in the above-mentioned embodiments and methods, and can also be completed by instructing relevant hardware through a computer program.
  • the computer program can be stored in a computer-readable storage medium. When the program is executed by the processor, it can implement the steps of the foregoing method embodiments.
  • the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file, or some intermediate forms.
  • the computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM, Read-Only Memory) , Random Access Memory (RAM, Random Access Memory), electrical carrier signal, telecommunications signal, and software distribution media, etc.
  • ROM Read-Only Memory
  • RAM Random Access Memory
  • electrical carrier signal telecommunications signal
  • software distribution media etc.
  • the content contained in the computer-readable medium can be appropriately added or deleted according to the requirements of the legislation and patent practice in the jurisdiction.
  • the computer-readable medium Does not include electrical carrier signals and telecommunication signals.

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Abstract

The present application is applicable to the wireless technical field. Provided are a gesture recognition method and apparatus, a terminal device, and a computer storage medium. In the gesture recognition method of the present application, a terminal device determines, from among existing wireless paths, a first preset number of wireless paths to be radar transmission paths, and a second preset number of wireless paths to be radar reception paths, so that a radar sensor is constructed by means of multiplexing the existing wireless paths in the terminal device, without the need to add a new radar sensor to the terminal device, such that no extra layout and wiring burden is imposed on a radio frequency front end of the terminal device, and the hardware costs, power consumption and volume of the terminal device are not increased, thereby solving the problem of increasing the hardware costs, power consumption and volume of a terminal device due to relatively heavy layout and wiring burden on a radio frequency front end of the terminal device brought about by the layout of a radar sensor in the terminal device when gesture recognition is carried out using a radar at present.

Description

手势识别方法、装置、终端设备及计算机存储介质Gesture recognition method, device, terminal equipment and computer storage medium
本申请要求于2020年01月21日提交国家知识产权局、申请号为202010073476.3、申请名称为“手势识别方法、装置、终端设备及计算机存储介质”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese patent application filed with the State Intellectual Property Office on January 21, 2020, the application number is 202010073476.3, and the application name is "gesture recognition method, device, terminal equipment and computer storage medium", and all of its contents are approved The reference is incorporated in this application.
技术领域Technical field
本申请属于无线技术领域,尤其涉及一种手势识别方法、装置、终端设备及计算机存储介质。This application belongs to the field of wireless technology, and in particular relates to a gesture recognition method, device, terminal device, and computer storage medium.
背景技术Background technique
手势识别是指终端设备跟踪人类手势、识别其含义和转换为语义上有意义的命令的整个过程。在目前的终端设备中,可以通过接触式的传感器或非接触式的传感器捕获手势内容。Gesture recognition refers to the entire process of terminal devices tracking human gestures, recognizing their meanings, and converting them into semantically meaningful commands. In current terminal devices, gesture content can be captured through contact sensors or non-contact sensors.
雷达是一种非接触式的传感器,可以在与感知目标有一定距离的条件下进行感知,这种感知是非接触式的,对于感知目标而言,这种非接触式的感知总是比紧贴肌肤表面的感知方式更舒适方便。Radar is a non-contact sensor that can sense when there is a certain distance from the sensing target. This sensing is non-contact. For the sensing target, this non-contact sensing is always better than close contact. The perception of the skin surface is more comfortable and convenient.
但是,当前的各类终端设备都在往轻量化和小型化的方向发展,终端设备的内容空间有限。如果在终端设备窄小、拥挤的空间中增加雷达传感器以实现手势识别功能,会给终端设备的射频前端带来较大的布局布线负担,增加终端设备的硬件成本、功耗和体积。However, the current various terminal devices are developing in the direction of lightweight and miniaturization, and the content space of the terminal devices is limited. If a radar sensor is added to the narrow and crowded space of the terminal device to realize the gesture recognition function, it will bring a greater layout and wiring burden to the radio frequency front end of the terminal device, and increase the hardware cost, power consumption and volume of the terminal device.
发明内容Summary of the invention
本申请实施例提供了一种手势识别方法、装置、终端设备及计算机存储介质,可以解决目前使用雷达进行手势识别时,在终端设备内布局雷达传感器会给终端设备的射频前端带来较大的布局布线负担,增加终端设备的硬件成本、功耗和体积的问题。The embodiments of the present application provide a gesture recognition method, device, terminal device, and computer storage medium, which can solve the problem that when radar is used for gesture recognition, the layout of the radar sensor in the terminal device will bring greater impact to the radio frequency front end of the terminal device. The burden of layout and wiring increases the hardware cost, power consumption and volume of terminal equipment.
本申请实施例的第一方面提供了一种手势识别方法,包括:The first aspect of the embodiments of the present application provides a gesture recognition method, including:
当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;When the gesture recognition instruction is detected, the first preset number of wireless paths are determined as radar transmission paths, and the second preset number of wireless paths are determined as radar receiving paths, where the wireless paths include Bluetooth wireless paths and wifi wireless paths. At least one of the licensed band auxiliary access wireless channels, the radar transmitting channel and the radar receiving channel are wireless channels with the same working frequency band;
在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。Perform a gesture recognition operation through the radar transmission path and the radar reception path in the first time period, and perform a wireless communication operation through at least one of the radar transmission path and the radar reception path in the second time period .
需要说明的是,终端设备上通常设置有多条无线通路,上述无线通路可以包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的一种或多种。It should be noted that the terminal device is usually provided with multiple wireless channels, and the above-mentioned wireless channels may include one or more of Bluetooth wireless channels, wifi wireless channels, and permitted band-assisted access wireless channels.
在构建雷达传感器系统时,终端设备可以从已有的无线通路中确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通络,在 不增加新的雷达传感器的情况下,复用终端设备中无线通路构建雷达传感器系统。上述雷达发射通路和雷达接收通路应当为具有相同工作频段的无线通路。When constructing a radar sensor system, the terminal device can determine the first preset number of wireless paths from the existing wireless paths as the radar transmitting path, and determine the second preset number of wireless paths as the radar receiving channel, without adding new ones. In the case of a radar sensor, multiplex the wireless path in the terminal device to construct a radar sensor system. The above-mentioned radar transmitting path and radar receiving path should be wireless paths with the same working frequency band.
由于终端设备通过复用终端设备已有的无线通路构建雷达传感器系统,因此,上述雷达发射通路和雷达接收通路可以在第一时间段执行手势识别操作,以及,在第二时间段执行无线通信操作,即可以实现手势识别功能,也不会对终端设备的无线通信功能造成影响。Since the terminal device constructs a radar sensor system by multiplexing the existing wireless path of the terminal device, the above-mentioned radar transmitting path and radar receiving path can perform gesture recognition operations in the first time period, and perform wireless communication operations in the second time period , Which can realize the gesture recognition function without affecting the wireless communication function of the terminal device.
上述通过复用终端设备已有的无线通路的方式构建雷达传感器系统,不会给终端设备的射频前端造成额外的布局布线负担,不增加任何硬件成本,不影响终端设备的功耗和体积。The foregoing construction of the radar sensor system by multiplexing the existing wireless channels of the terminal equipment will not cause additional layout and wiring burdens on the radio frequency front end of the terminal equipment, will not increase any hardware costs, and will not affect the power consumption and volume of the terminal equipment.
在第一方面的一种可能的实现方式中,所述在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,包括:In a possible implementation manner of the first aspect, the performing a gesture recognition operation through the radar transmitting path and the radar receiving path in the first time period includes:
在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;Performing a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data;
对所述雷达扫描数据进行手势识别处理,得到手势识别结果。Perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
需要说明的是,终端设备通过雷达发射通路和雷达接收通路执行手势识别操作时,先通过雷达发射通路和雷达接收通路执行雷达扫描操作,得到雷达扫描数据。It should be noted that when the terminal device performs the gesture recognition operation through the radar transmitting path and the radar receiving path, it first performs the radar scanning operation through the radar transmitting path and the radar receiving path to obtain the radar scan data.
然后终端设备再对雷达扫描数据进行手势识别处理,得到手势识别结果。手势识别处理的算法可以根据实际情况进行选择。例如,在单输入多输出的架构的雷达传感器系统中,可以选择使用相位线性解调技术进行手势识别。Then the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result. The algorithm of gesture recognition processing can be selected according to the actual situation. For example, in a radar sensor system with a single-input multiple-output architecture, you can choose to use phase linear demodulation technology for gesture recognition.
在第一方面的一种可能的实现方式中,所述在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作,包括:In a possible implementation manner of the first aspect, the performing a wireless communication operation through at least one of the radar transmitting path and the radar receiving path in the second time period includes:
在所述第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行与所述至少一路无线通路对应的蓝牙通信操作或wifi通信操作或许可波段辅助接入操作。In the second time period, a Bluetooth communication operation or a wifi communication operation or a permitted band-assisted access operation corresponding to the at least one wireless path is performed through at least one of the radar transmission path and the radar reception path.
需要说明的是,终端设备可以通过无线通路执行与该无线通路的通路类型相对应的无线通信操作。It should be noted that the terminal device can perform wireless communication operations corresponding to the channel type of the wireless channel through the wireless channel.
例如,当上述无线通路为蓝牙无线通路时,终端设备可以通过蓝牙无线通路执行蓝牙通信操作;当上述无线通路为wifi无线通路时,终端设备可以通过wifi无线通路执行wifi通信操作;当上述无线通路为许可波段辅助接入无线通路时,终端设备可以通过许可波段辅助接入无线通路执行许可波段辅助接入操作。For example, when the above-mentioned wireless channel is a Bluetooth wireless channel, the terminal device can perform Bluetooth communication operations through the Bluetooth wireless channel; when the above-mentioned wireless channel is a wifi wireless channel, the terminal device can perform wifi communication operations through the wifi wireless channel; when the above-mentioned wireless channel When assisting in accessing the wireless channel for the licensed band, the terminal device can perform the assisted access operation of the licensed band by accessing the wireless channel by the licensed band.
在第一方面的一种可能的实现方式中,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:In a possible implementation manner of the first aspect, the determining a first preset number of wireless channels as radar transmitting paths and determining a second preset number of wireless channels as radar receiving paths includes:
获取各个无线通路的工作频段;Obtain the working frequency band of each wireless channel;
将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。Use wireless channels that have the same operating frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, and determine a second predetermined number from the target wireless channels. Set a number of target wireless channels as radar receiving channels.
需要说明的是,当终端设备选取雷达发射通路和雷达接收通路时,可以选取未被调用的无线通路作为雷达发射通路或雷达接收通路,从而减少复用无线通路对终端设备的无线通信功能的影响。It should be noted that when the terminal device selects the radar transmitting path and the radar receiving path, the wireless path that has not been called can be selected as the radar transmitting path or the radar receiving path, thereby reducing the impact of multiplexing the wireless path on the wireless communication function of the terminal device .
在第一方面的另一种可能的实现方式中,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:In another possible implementation manner of the first aspect, the determining the first preset number of wireless channels as the radar transmission path and the second preset number of wireless channels as the radar receiving path includes:
获取各个无线通路的通路性能参数;Obtain the channel performance parameters of each wireless channel;
根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;According to the channel performance parameters of each wireless channel, determine a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。A first preset number of target wireless paths are determined from the target wireless paths as radar transmission paths, and a second preset number of target wireless paths are determined from the target wireless paths as radar receiving paths.
需要说明的是,当终端设备选取雷达发射通路和雷达接收通路时,也可以选取通路性能参数较优的无线通路作为雷达发射通路或雷达接收通路,从而提高手势识别结果的准确性。It should be noted that when the terminal device selects the radar transmitting path and the radar receiving path, the wireless path with better path performance parameters can also be selected as the radar transmitting path or the radar receiving path, thereby improving the accuracy of the gesture recognition result.
在第一方面的一种可能的实现方式中,所述在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作,包括:In a possible implementation of the first aspect, the gesture recognition operation is performed through the radar transmitting path and the radar receiving path in the first time period, and the gesture recognition operation is performed through the radar transmitting path and the radar in the second time period. Performing wireless communication operations on at least one of the radar receiving paths includes:
获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;Acquiring a radar scanning period and a scanning time period within the radar scanning period;
在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在每个所述雷达扫描周期中的非扫描时间段,通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。In the scanning time period in each radar scanning period, the gesture recognition operation is performed through the radar transmission path and the radar receiving path, and in the non-scanning time period in each radar scanning period, the At least one of the radar transmitting path and the radar receiving path performs a wireless communication operation.
需要说明的是,为了减小复用无线通路对终端设备的无线通信功能的影响,可以设置雷达扫描周期。It should be noted that in order to reduce the impact of multiplexing wireless channels on the wireless communication function of the terminal device, a radar scan period can be set.
雷达扫描周期内设置有扫描时间段和非扫描时间段。在雷达扫描周期的扫描时间段,终端设备可以通过雷达发射通路和雷达接收通路执行手势识别操作。在雷达扫描周期的非扫描时间段,终端设备可以通过雷达发射通路和雷达接收通路中的至少一路无线通路执行无线通信操作。A scanning period and a non-scanning period are set in the radar scanning period. During the scanning period of the radar scanning cycle, the terminal device can perform gesture recognition operations through the radar transmitting path and the radar receiving path. During the non-scanning period of the radar scanning period, the terminal device can perform wireless communication operations through at least one of the radar transmitting path and the radar receiving path.
由于手势运动是一种频率较低的运动,在执行手势识别时,雷达扫描频率通常可以小于10Hz,即雷达扫描周期通常大于100毫秒,而每次雷达扫描耗时数微秒,因此,扫描时间段占雷达扫描周期的比例极小,通过时分复用的方式复用无线通信模块中的无线通路对无线通信模块的无线通信功能的影响极小。Since gesture motion is a low-frequency motion, when performing gesture recognition, the radar scan frequency can usually be less than 10 Hz, that is, the radar scan period is usually greater than 100 milliseconds, and each radar scan takes a few microseconds. Therefore, the scan time The segment accounts for a very small proportion of the radar scanning period, and the multiplexing of the wireless channels in the wireless communication module by time division multiplexing has minimal impact on the wireless communication function of the wireless communication module.
在第一方面的一种可能的实现方式中,所述在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据,包括:In a possible implementation manner of the first aspect, the performing a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data includes:
在所述第一时间段,控制所述雷达发射通路发射电磁信号,以及控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。In the first time period, the radar transmission path is controlled to transmit electromagnetic signals, and the radar reception path is controlled to receive echo signals, and the echo signals are processed by analog-to-digital conversion to obtain radar scan data, where: The echo signal is a signal reflected by the electromagnetic signal after touching an object.
需要说明的是,终端设备通过雷达发射通路和雷达接收通路执行手势识别操作时,可以控制雷达发射通路发射电磁信号,以及控制雷达接收通路接收回波信号。It should be noted that when the terminal device performs gesture recognition operations through the radar transmitting path and the radar receiving path, it can control the radar transmitting path to transmit electromagnetic signals and the radar receiving path to receive echo signals.
上述回波信号为电磁信号在接触到物体后发射的信号,对回波信号进行模数转换处理,可以得到雷达扫描数据。The above-mentioned echo signal is a signal emitted after the electromagnetic signal touches an object. The echo signal is processed by analog-to-digital conversion to obtain radar scan data.
在第一方面的一种可能的实现方式中,所述控制所述雷达发射通路发射电磁信号,包括:In a possible implementation manner of the first aspect, the controlling the radar transmission path to emit electromagnetic signals includes:
控制所述雷达发射通路发射单频连续波信号。Control the radar transmitting path to transmit a single-frequency continuous wave signal.
需要说明的是,终端设备控制雷达发射通道发射电磁信号时,可以控制雷达发射通道发射单频连续波信号。It should be noted that when the terminal device controls the radar transmitting channel to transmit electromagnetic signals, it can control the radar transmitting channel to transmit single-frequency continuous wave signals.
当雷达发射通道发射的电磁信号为单频连续波信号时,雷达发射通路和雷达接收通路构建的雷达传感器系统属于极窄带雷达系统。When the electromagnetic signal emitted by the radar transmitting channel is a single-frequency continuous wave signal, the radar sensor system constructed by the radar transmitting path and the radar receiving path is an extremely narrowband radar system.
极窄带雷达系统可以减少电磁信号和回波信号对通信频段中其他频谱的干扰。尽管单频连续波信号对应的回波信号具有一定的带宽,但是该回波信号的带宽在赫兹量级,对通信频段的影响极小,与其他类型的雷达相比,极窄带雷达系统可以更好地与终端设备中的无线通信模块共存。The very narrowband radar system can reduce the interference of electromagnetic signals and echo signals to other frequency spectrums in the communication frequency band. Although the echo signal corresponding to the single-frequency continuous wave signal has a certain bandwidth, the bandwidth of the echo signal is on the order of Hertz, and has minimal impact on the communication frequency band. Compared with other types of radars, the very narrowband radar system can be more Good coexistence with the wireless communication module in the terminal device.
本申请实施例的第二方面提供了另一种手势识别方法,包括:The second aspect of the embodiments of the present application provides another gesture recognition method, including:
当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;When the gesture recognition instruction is detected, the first preset number of wireless paths are determined as the radar transmission path, and the second preset number of wireless paths are determined as the radar receiving path, and the radar transmission path and the radar receiving path are the same The wireless channel of the working frequency band;
通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;Performing a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data;
对所述雷达扫描数据进行手势识别处理,得到手势识别结果。Perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
在第二方面的一种可能的实现方式中,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:In a possible implementation manner of the second aspect, the determining the first preset number of wireless paths as the radar transmitting path and determining the second preset number of wireless paths as the radar receiving path includes:
获取各个无线通路的工作频段;Obtain the working frequency band of each wireless channel;
将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。Use wireless channels that have the same operating frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, and determine a second predetermined number from the target wireless channels. Set a number of target wireless channels as radar receiving channels.
在第二方面的另一种可能的实现方式中,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:In another possible implementation manner of the second aspect, the determining the first preset number of wireless paths as radar transmission paths and the second preset number of wireless paths as radar receiving paths includes:
获取各个无线通路的通路性能参数;Obtain the channel performance parameters of each wireless channel;
根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;According to the channel performance parameters of each wireless channel, determine a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。A first preset number of target wireless paths are determined from the target wireless paths as radar transmission paths, and a second preset number of target wireless paths are determined from the target wireless paths as radar receiving paths.
在第二方面的一种可能的实现方式中,所述通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据,包括:In a possible implementation manner of the second aspect, the performing a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data includes:
获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;Acquiring a radar scanning period and a scanning time period within the radar scanning period;
在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据。In each scanning period of the radar scanning period, a radar scanning operation is performed through the radar transmitting path and the radar receiving path to obtain radar scanning data.
在第二方面的一种可能的实现方式中,所述通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据,包括:In a possible implementation manner of the second aspect, the performing a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data includes:
控制所述雷达发射通路发射电磁信号;Controlling the radar transmitting path to emit electromagnetic signals;
控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。Control the radar receiving path to receive the echo signal, and perform analog-to-digital conversion processing on the echo signal to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
在第二方面的一种可能的实现方式中,所述控制所述雷达发射通路发射电磁信号, 包括:In a possible implementation manner of the second aspect, the controlling the radar transmission path to emit electromagnetic signals includes:
控制所述雷达发射通路发射单频连续波信号。Control the radar transmitting path to transmit a single-frequency continuous wave signal.
在第二方面的一种可能的实现方式中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的一种或多种。In a possible implementation of the second aspect, the wireless path includes one or more of a Bluetooth wireless path, a wifi wireless path, and a licensed band-assisted access wireless path.
本申请实施例的第三方面提供了一种手势识别装置,包括:A third aspect of the embodiments of the present application provides a gesture recognition device, including:
通路选择模块,用于当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;The path selection module is used to determine the first preset number of wireless paths as the radar transmission path and the second preset number of wireless paths as the radar receiving path when the gesture recognition instruction is detected, wherein the wireless path includes Bluetooth At least one of a wireless path, a wifi wireless path, and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
通路复用模块,用于在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The path multiplexing module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and through at least one of the radar transmitting path and the radar receiving path in the second time period One wireless channel performs wireless communication operations.
在第三方面的一种可能的实现方式中,所述通路复用模块,包括:In a possible implementation manner of the third aspect, the path multiplexing module includes:
雷达扫描子模块,用于在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;A radar scanning sub-module, configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data;
手势识别子模块,用于对所述雷达扫描数据进行手势识别处理,得到手势识别结果。The gesture recognition sub-module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
在第三方面的一种可能的实现方式中,所述通路复用模块,包括:In a possible implementation manner of the third aspect, the path multiplexing module includes:
无线通信子模块,用于在所述第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行与所述至少一路无线通路对应的蓝牙通信操作或wifi通信操作或许可波段辅助接入操作。The wireless communication sub-module is configured to perform a Bluetooth communication operation or a wifi communication operation corresponding to the at least one wireless path through at least one of the radar transmission path and the radar reception path in the second time period Allowed band to assist access operations.
在第三方面的一种可能的实现方式中,所述通路选择模块,包括:In a possible implementation manner of the third aspect, the path selection module includes:
频段查询子模块,用于获取各个无线通路的工作频段;Frequency band query sub-module, used to obtain the working frequency band of each wireless channel;
调用筛选子模块,用于将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
在第三方面的另一种可能的实现方式中,所述通路选择模块,包括:In another possible implementation manner of the third aspect, the path selection module includes:
性能参数子模块,用于获取各个无线通路的通路性能参数;The performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel;
性能筛选子模块,用于根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;The performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
目标筛选子模块,用于从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
在第三方面的一种可能的实现方式中,所述通路复用模块,包括:In a possible implementation manner of the third aspect, the path multiplexing module includes:
扫描参数子模块,用于获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;The scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
间歇扫描子模块,用于在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在每个所述雷达扫描周期中的非扫描时间段,通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The intermittent scanning sub-module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path during the scanning time period in each radar scanning period, and to perform gesture recognition operations in each radar scanning period. During the scanning time period, a wireless communication operation is performed through at least one of the radar transmitting path and the radar receiving path.
在第三方面的一种可能的实现方式中,所述雷达扫描子模块,具体用于在所述第一时间段,控制所述雷达发射通路发射电磁信号,以及控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。In a possible implementation manner of the third aspect, the radar scanning sub-module is specifically configured to control the radar transmission path to transmit electromagnetic signals and control the radar reception path to receive feedback during the first time period. And perform analog-to-digital conversion processing on the echo signal to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
在第三方面的一种可能的实现方式中,所述雷达扫描子模块,包括:In a possible implementation manner of the third aspect, the radar scanning submodule includes:
单频信号子模块,用于控制所述雷达发射通路发射单频连续波信号。The single-frequency signal sub-module is used to control the radar transmission path to transmit a single-frequency continuous wave signal.
本申请实施例的第四方面提供了另一种手势识别装置,其特征在于,包括:The fourth aspect of the embodiments of the present application provides another gesture recognition device, which is characterized in that it includes:
通路选择模块,用于当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;The path selection module is used to determine a first preset number of wireless paths as radar transmission paths, and a second preset number of wireless paths as radar receiving paths when a gesture recognition instruction is detected. The radar receiving channel is a wireless channel with the same working frequency band;
雷达扫描模块,用于通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;A radar scanning module, configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path to obtain radar scanning data;
手势识别模块,用于对所述雷达扫描数据进行手势识别处理,得到手势识别结果。The gesture recognition module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
在第四方面的一种可能的实现方式中,所述通路选择模块,包括:In a possible implementation manner of the fourth aspect, the path selection module includes:
频段查询子模块,用于获取各个无线通路的工作频段;Frequency band query sub-module, used to obtain the working frequency band of each wireless channel;
调用筛选子模块,用于将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
在第四方面的另一种可能的实现方式中,所述通路选择模块,包括:In another possible implementation manner of the fourth aspect, the path selection module includes:
性能参数子模块,用于获取各个无线通路的通路性能参数;The performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel;
性能筛选子模块,用于根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;The performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
目标筛选子模块,用于从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
在第四方面的一种可能的实现方式中,所述雷达扫描模块,包括:In a possible implementation manner of the fourth aspect, the radar scanning module includes:
扫描参数子模块,用于获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;The scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
间歇扫描子模块,用于在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据。The intermittent scanning sub-module is used to perform a radar scanning operation through the radar transmitting path and the radar receiving path during the scanning period of each radar scanning period to obtain radar scanning data.
在第四方面的一种可能的实现方式中,所述雷达扫描模块,包括:In a possible implementation manner of the fourth aspect, the radar scanning module includes:
信号发射子模块,用于控制所述雷达发射通路发射电磁信号;A signal transmitting sub-module for controlling the radar transmitting path to transmit electromagnetic signals;
信号接收子模块,用于控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,所述回波信号为所述电磁信号在接触到物体后反射的信号。The signal receiving sub-module is used to control the radar receiving path to receive echo signals and perform analog-to-digital conversion processing on the echo signals to obtain radar scan data. The echo signals indicate that the electromagnetic signal is in contact with an object After the reflected signal.
在第四方面的一种可能的实现方式中,所述信号发射子模块,具体用于控制所述雷达发射通路发射单频连续波信号。In a possible implementation manner of the fourth aspect, the signal transmission submodule is specifically configured to control the radar transmission path to transmit a single-frequency continuous wave signal.
在第四方面的一种可能的实现方式中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的一种或多种。In a possible implementation manner of the fourth aspect, the wireless path includes one or more of a Bluetooth wireless path, a wifi wireless path, and a licensed band-assisted access wireless path.
本申请实施例的第五方面提供了一种终端设备,包括存储器、处理器以及存储在 所述存储器中并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时,使得终端设备实现如上述方法的步骤。The fifth aspect of the embodiments of the present application provides a terminal device, including a memory, a processor, and a computer program stored in the memory and running on the processor. When the processor executes the computer program, , So that the terminal device implements the steps of the above method.
本申请实施例的第六方面提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时,使得终端设备实现如上述方法的步骤。A sixth aspect of the embodiments of the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the terminal device realizes the steps of the above-mentioned method.
本申请实施例的第七方面提供了一种计算机程序产品,当计算机程序产品在终端设备上运行时,使得终端设备实现如上述方法的步骤。The seventh aspect of the embodiments of the present application provides a computer program product, which when the computer program product runs on a terminal device, enables the terminal device to implement the steps of the above-mentioned method.
本申请实施例与现有技术相比存在的有益效果是:Compared with the prior art, the embodiments of this application have the following beneficial effects:
在本申请的手势识别方法中,终端设备可以从已有的无线通路中确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通络,在不增加新的雷达传感器的情况下,复用终端设备中无线通路构建雷达传感器系统,不会给终端设备的射频前端造成额外的布局布线负担,不增加任何硬件成本,不影响终端设备的功耗和体积,解决了目前使用雷达进行手势识别时,在终端设备内布局雷达传感器会给终端设备的射频前端带来较大的布局布线负担,增加终端设备的硬件成本、功耗和体积的问题。In the gesture recognition method of the present application, the terminal device can determine the first preset number of wireless paths from the existing wireless paths as the radar transmitting path, and determine the second preset number of wireless paths as the radar receiving network. In the case of adding new radar sensors, multiplexing the wireless channels in the terminal equipment to construct a radar sensor system will not cause additional layout and wiring burdens on the RF front-end of the terminal equipment, increase any hardware costs, and do not affect the power consumption and power consumption of the terminal equipment. The volume solves the problem that when radar is used for gesture recognition, the layout of radar sensors in terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost, power consumption and volume of the terminal equipment.
附图说明Description of the drawings
为了更清楚地说明本申请实施例中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly describe the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only of the present application. For some embodiments, those of ordinary skill in the art can obtain other drawings based on these drawings without creative work.
图1是本申请实施例提供的一种手势识别方法的流程示意图;FIG. 1 is a schematic flowchart of a gesture recognition method provided by an embodiment of the present application;
图2是本申请实施例提供的一种应用场景的示意图;Figure 2 is a schematic diagram of an application scenario provided by an embodiment of the present application;
图3是本申请实施例提供的另一种应用场景的示意图;FIG. 3 is a schematic diagram of another application scenario provided by an embodiment of the present application;
图4是本申请实施例提供的另一种应用场景的示意图;FIG. 4 is a schematic diagram of another application scenario provided by an embodiment of the present application;
图5是本申请实施例提供的一种手势识别装置的结构示意图;FIG. 5 is a schematic structural diagram of a gesture recognition device provided by an embodiment of the present application;
图6是本申请实施例提供的终端设备的示意图;Fig. 6 is a schematic diagram of a terminal device provided by an embodiment of the present application;
图7是本申请实施例提供的一种无线发射通路的示意图;FIG. 7 is a schematic diagram of a wireless transmission path provided by an embodiment of the present application;
图8是本申请实施例提供的另一种无线发射通路的示意图;FIG. 8 is a schematic diagram of another wireless transmission path provided by an embodiment of the present application;
图9是本申请实施例提供的一种无线接收通路的示意图;FIG. 9 is a schematic diagram of a wireless receiving path provided by an embodiment of the present application;
图10是本申请实施例提供的另一种无线接收通路的示意图;FIG. 10 is a schematic diagram of another wireless receiving path provided by an embodiment of the present application;
图11是本申请实施例提供的一种无线收发互易通路的示意图;FIG. 11 is a schematic diagram of a wireless transceiver reciprocal path provided by an embodiment of the present application;
图12是本申请实施例提供的另一种无线收发互易通路的示意图;FIG. 12 is a schematic diagram of another wireless transceiver reciprocal path provided by an embodiment of the present application;
图13是本申请实施例提供的另一种无线收发互易通路的示意图;FIG. 13 is a schematic diagram of another wireless transceiver reciprocal path provided by an embodiment of the present application;
图14是本申请实施例提供的一种单输入多输出架构的雷达传感器系统的示意图;14 is a schematic diagram of a radar sensor system with a single-input multiple-output architecture provided by an embodiment of the present application;
图15是本申请实施例提供的一种多输入单输出架构的雷达传感器系统的示意图;15 is a schematic diagram of a radar sensor system with a multiple input single output architecture provided by an embodiment of the present application;
图16是本申请实施例提供的一种多输入多输出架构的雷达传感器系统的示意图。FIG. 16 is a schematic diagram of a radar sensor system with a multiple-input multiple-output architecture provided by an embodiment of the present application.
具体实施方式Detailed ways
以下描述中,为了说明而不是为了限定,提出了诸如特定系统结构、技术之类的具体细节,以便透彻理解本申请实施例。然而,本领域的技术人员应当清楚,在没有 这些具体细节的其它实施例中也可以实现本申请。在其它情况中,省略对众所周知的系统、装置、电路以及方法的详细说明,以免不必要的细节妨碍本申请的描述。In the following description, for the purpose of illustration rather than limitation, specific details such as a specific system structure and technology are proposed for a thorough understanding of the embodiments of the present application. However, it should be clear to those skilled in the art that the present application can also be implemented in other embodiments without these specific details. In other cases, detailed descriptions of well-known systems, devices, circuits, and methods are omitted to avoid unnecessary details from obstructing the description of this application.
应当理解,当在本申请说明书和所附权利要求书中使用时,术语“包括”指示所描述特征、整体、步骤、操作、元素和/或组件的存在,但并不排除一个或多个其它特征、整体、步骤、操作、元素、组件和/或其集合的存在或添加。It should be understood that when used in the specification and appended claims of this application, the term "comprising" indicates the existence of the described features, wholes, steps, operations, elements and/or components, but does not exclude one or more other The existence or addition of features, wholes, steps, operations, elements, components, and/or collections thereof.
还应当理解,在本申请说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It should also be understood that the term "and/or" used in the specification and appended claims of this application refers to any combination of one or more of the associated listed items and all possible combinations, and includes these combinations.
如在本申请说明书和所附权利要求书中所使用的那样,术语“如果”可以依据上下文被解释为“当...时”或“一旦”或“响应于确定”或“响应于检测到”。类似地,短语“如果确定”或“如果检测到[所描述条件或事件]”可以依据上下文被解释为意指“一旦确定”或“响应于确定”或“一旦检测到[所描述条件或事件]”或“响应于检测到[所描述条件或事件]”。As used in the description of this application and the appended claims, the term "if" can be construed as "when" or "once" or "in response to determination" or "in response to detecting ". Similarly, the phrase "if determined" or "if detected [described condition or event]" can be interpreted as meaning "once determined" or "in response to determination" or "once detected [described condition or event]" depending on the context ]" or "in response to detection of [condition or event described]".
另外,在本申请说明书和所附权利要求书的描述中,术语“第一”、“第二”、“第三”等仅用于区分描述,而不能理解为指示或暗示相对重要性。In addition, in the description of the specification of this application and the appended claims, the terms "first", "second", "third", etc. are only used to distinguish the description, and cannot be understood as indicating or implying relative importance.
在本申请说明书中描述的参考“一个实施例”或“一些实施例”等意味着在本申请的一个或多个实施例中包括结合该实施例描述的特定特征、结构或特点。由此,在本说明书中的不同之处出现的语句“在一个实施例中”、“在一些实施例中”、“在其他一些实施例中”、“在另外一些实施例中”等不是必然都参考相同的实施例,而是意味着“一个或多个但不是所有的实施例”,除非是以其他方式另外特别强调。术语“包括”、“包含”、“具有”及它们的变形都意味着“包括但不限于”,除非是以其他方式另外特别强调。The reference to "one embodiment" or "some embodiments" described in the specification of this application means that one or more embodiments of this application include a specific feature, structure, or characteristic described in combination with the embodiment. Therefore, the sentences "in one embodiment", "in some embodiments", "in some other embodiments", "in some other embodiments", etc. appearing in different places in this specification are not necessarily All refer to the same embodiment, but mean "one or more but not all embodiments" unless it is specifically emphasized otherwise. The terms "including", "including", "having" and their variations all mean "including but not limited to", unless otherwise specifically emphasized.
本申请实施例提供的手势识别方法可以应用于手机、平板电脑、可穿戴设备、车载设备、增强现实(augmented reality,AR)/虚拟现实(virtual reality,VR)设备、笔记本电脑、超级移动个人计算机(ultra-mobile personal computer,UMPC)、上网本、个人数字助理(personal digital assistant,PDA)等终端设备上,本申请实施例对终端设备的具体类型不作任何限制。The gesture recognition method provided by the embodiments of this application can be applied to mobile phones, tablet computers, wearable devices, in-vehicle devices, augmented reality (AR)/virtual reality (VR) devices, notebook computers, and super mobile personal computers For terminal devices (ultra-mobile personal computer, UMPC), netbooks, and personal digital assistants (personal digital assistant, PDA), the embodiments of this application do not impose any restrictions on the specific types of terminal devices.
例如,所述终端设备可以是WLAN中的站点(STAION,ST),可以是蜂窝电话、无绳电话、会话启动协议(Session InitiationProtocol,SIP)电话、无线本地环路(Wireless Local Loop,WLL)站、个人数字处理(Personal Digital Assistant,PDA)设备、具有无线通信功能的手持设备、计算设备或连接到无线调制解调器的其它处理设备、车载设备、车联网终端、电脑、膝上型计算机、手持式通信设备、手持式计算设备、卫星无线设备、无线调制解调器卡、电视机顶盒(set top box,STB)、用户驻地设备(customer premise equipment,CPE)和/或用于在无线系统上进行通信的其它设备以及下一代通信模块,例如,5G网络中的移动终端或者未来演进的公共陆地移动网络(Public Land Mobile Network,PLMN)网络中的移动终端等。For example, the terminal device may be a station (STAION, ST) in a WLAN, a cellular phone, a cordless phone, a Session Initiation Protocol (SIP) phone, a wireless local loop (Wireless Local Loop, WLL) station, Personal Digital Assistant (PDA) devices, handheld devices with wireless communication functions, computing devices or other processing devices connected to wireless modems, in-vehicle devices, car networking terminals, computers, laptop computers, handheld communication devices , Handheld computing devices, satellite wireless devices, wireless modem cards, television set top boxes (STB), customer premise equipment (customer premise equipment, CPE), and/or other equipment used to communicate on the wireless system and download First-generation communication modules, for example, mobile terminals in 5G networks or mobile terminals in the future evolution of the Public Land Mobile Network (PLMN) network, etc.
作为示例而非限定,当所述终端设备为可穿戴设备时,该可穿戴设备还可以是应用穿戴式技术对日常穿戴进行智能化设计、开发出可以穿戴的设备的总称,如眼镜、手套、手表、服饰及鞋等。可穿戴设备即直接穿在身上,或是整合到用户的衣服或配件的一种便携式设备。可穿戴设备不仅仅是一种硬件设备,更是通过软件支持以及数 据交互、云端交互来实现强大的功能。广义穿戴式智能设备包括功能全、尺寸大、可不依赖智能手机实现完整或者部分的功能,如智能手表或智能眼镜等,以及只专注于某一类应用功能,需要和其它设备如智能手机配合使用,如各类进行体征监测的智能手环、智能首饰等。As an example and not a limitation, when the terminal device is a wearable device, the wearable device can also be a general term for applying wearable technology to intelligently design daily wear and develop wearable devices, such as glasses, gloves, Watches, clothing and shoes, etc. A wearable device is a portable device that is directly worn on the body or integrated into the user's clothes or accessories. Wearable devices are not only a hardware device, but also realize powerful functions through software support, data interaction, and cloud interaction. In a broad sense, wearable smart devices include full-featured, large-sized, complete or partial functions that can be implemented without relying on smart phones, such as smart watches or smart glasses, and only focus on a certain type of application function, and need to be used in conjunction with other devices such as smart phones. , Such as all kinds of smart bracelets and smart jewelry for physical sign monitoring.
在雷达领域中,多普勒效应反应了电磁波和移动目标之间的交互作用。当观察者与波源之间存在相对运动时,观察者接收到的电磁波的频率和波源发射的电磁波的频率存在差异。基于该原理,雷达以及声呐系统被广泛应用于测量目标的速度信息。In the radar field, the Doppler effect reflects the interaction between electromagnetic waves and moving targets. When there is relative motion between the observer and the wave source, there is a difference between the frequency of the electromagnetic wave received by the observer and the frequency of the electromagnetic wave emitted by the wave source. Based on this principle, radar and sonar systems are widely used to measure the speed information of targets.
在过去的数十年里,随着民用雷达的小型化和低成本化,雷达传感器系统吸引了越多越多的关注,在众多领域得到应用。典型的应用实例包括:机械振动测量、生命信号监测、隔墙信号探测、手势识别以及低速应用测量。并且,随着半导体技术的发展,基于射频集成芯片的雷达传感器系统也在学业界和工业界大放异彩。In the past few decades, with the miniaturization and low cost of civil radar, radar sensor systems have attracted more and more attention and have been applied in many fields. Typical application examples include: mechanical vibration measurement, life signal monitoring, partition wall signal detection, gesture recognition, and low-speed application measurement. Moreover, with the development of semiconductor technology, radar sensor systems based on radio frequency integrated chips are also shining brilliantly in the academic and industrial circles.
手势识别是指终端设备跟踪人类手势、识别其含义和转换为语义上有意义的命令的整个过程。在目前的终端设备中,可以通过接触式的传感器或非接触式的传感器捕获手势内容。Gesture recognition refers to the entire process of terminal devices tracking human gestures, recognizing their meanings, and converting them into semantically meaningful commands. In current terminal devices, gesture content can be captured through contact sensors or non-contact sensors.
与其他生命信号测量传感器相比,雷达传感器在应用于手势识别技术时,拥有更舒适方便的特点。雷达传感器是在与感知目标有一定距离的条件下进行感知的,对于感知目标而言,这种非接触式的感知总是比紧贴肌肤表面的感知方式更舒适方便。Compared with other vital signal measurement sensors, radar sensors are more comfortable and convenient when applied to gesture recognition technology. The radar sensor senses when there is a certain distance from the sensing target. For the sensing target, this non-contact sensing is always more comfortable and convenient than the sensing method close to the skin surface.
在目前使用雷达传感器进行手势识别的方案中,有的方案使用毫米波雷达进行手势运动探测,有的方案采用调频连续波(Frequency Modulated Continuous Wave,FMCW)制式雷达对手势进行监测,有的方案采用单输入多输出(Single Input Multiple Output,SIMO)架构的雷达传感器系统对手势进行跟踪。但是,无论是哪种方案,都需要在终端设备中额外增加新的雷达传感器系统,需要在终端设备窄小、拥挤的空间中增加新的雷达芯片、适配电路、雷达天线以及相应的电源和基带系统,会给终端设备的射频前端带来较大的布局布线负担,并且会增加终端设备的硬件成本、功耗和体积,甚至可能影响终端设备的性能。Among the current solutions that use radar sensors for gesture recognition, some use millimeter wave radar for gesture motion detection, some use Frequency Modulated Continuous Wave (FMCW) radar to monitor gestures, and some use The single input multiple output (Single Input Multiple Output, SIMO) architecture radar sensor system tracks gestures. However, no matter which solution it is, a new radar sensor system needs to be added to the terminal equipment, and a new radar chip, adapter circuit, radar antenna, and corresponding power supply and corresponding power supply are required to be added to the narrow and crowded space of the terminal equipment. The baseband system will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and will increase the hardware cost, power consumption and volume of the terminal equipment, and may even affect the performance of the terminal equipment.
有鉴于此,本申请实施例提供了一种手势识别方法,终端设备可以从已有的无线通路中确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通络,在不增加新的雷达传感器的情况下,复用终端设备的无线通路构建雷达传感器,不会给终端设备的射频前端造成额外的布局布线负担,不增加任何硬件成本,不影响终端设备的功耗和体积,解决了目前使用雷达进行手势识别时,在终端设备内布局雷达传感器会给终端设备的射频前端带来较大的布局布线负担,增加终端设备的硬件成本、功耗和体积的问题。In view of this, an embodiment of the present application provides a gesture recognition method. The terminal device can determine a first preset number of wireless paths as radar transmission paths from existing wireless paths, and determine a second preset number of wireless paths as radar transmission paths. Radar receiving and Tongluo, without adding a new radar sensor, multiplexing the wireless path of the terminal equipment to construct the radar sensor, will not cause additional layout and wiring burdens on the radio frequency front end of the terminal equipment, will not increase any hardware cost, and will not affect The power consumption and size of the terminal equipment solve the problem that when radar is used for gesture recognition, the layout of the radar sensor in the terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost and power consumption of the terminal equipment. And the problem of volume.
接下来,将从终端设备的角度,对本实施例提供的手势识别方法进行描述。请参阅图1所示的手势识别方法的流程图,该方法包括:Next, from the perspective of a terminal device, the gesture recognition method provided in this embodiment will be described. Please refer to the flowchart of the gesture recognition method shown in FIG. 1, which includes:
S101、当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;S101. When a gesture recognition instruction is detected, determine a first preset number of wireless paths as radar transmission paths, and determine a second preset number of wireless paths as radar receiving paths, where the wireless paths include Bluetooth wireless paths and wifi At least one of a wireless path and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
在终端设备上可以设置有触发手势识别指令的触发条件,当用户想要启用手势识 别功能时,可以对终端设备进行操作,以触发手势识别指令。A trigger condition for triggering the gesture recognition instruction can be set on the terminal device. When the user wants to enable the gesture recognition function, the terminal device can be operated to trigger the gesture recognition instruction.
触发手势识别指令的触发条件可以根据实际情况进行设置。在一些实施例中,终端设备上可以设置有触发手势识别的实体按键或虚拟按键等。当用户按压前述实体按键,或点击前述虚拟按键时,可以触发手势识别指令。The trigger condition for triggering the gesture recognition instruction can be set according to the actual situation. In some embodiments, the terminal device may be provided with a physical button or a virtual button that triggers gesture recognition. When the user presses the aforementioned physical button or clicks the aforementioned virtual button, a gesture recognition instruction can be triggered.
例如,如图2所示,终端设备2包括实体按键201和实体按键202,实体按键201为音量键,实体按键202为电源按键。用户在驾驶车辆的过程中,为了避免出现交通事故,通常不便于对终端设备进行操作。因此,假设终端设备2中设置有音量键201与手势识别功能的关联关系,则用户可以在车辆行驶之前,用两个手指同时按压音量键的第一侧和第二侧,触发手势识别指令,启用手势操作功能,以便用户在行车的过程中通过手势对终端设备下达相应的指令。For example, as shown in FIG. 2, the terminal device 2 includes a physical button 201 and a physical button 202. The physical button 201 is a volume button, and the physical button 202 is a power button. In the process of driving a vehicle, it is usually inconvenient for users to operate terminal devices in order to avoid traffic accidents. Therefore, assuming that the terminal device 2 is provided with an association relationship between the volume key 201 and the gesture recognition function, the user can simultaneously press the first side and the second side of the volume key with two fingers before the vehicle is driven to trigger the gesture recognition instruction. Enable the gesture operation function so that the user can give corresponding instructions to the terminal device through gestures while driving.
或者,如图3所示,终端设备的系统设置界面中,设置有启用和关闭手势识别功能的虚拟按键203。用户可以在车辆行驶之前,点击终端设备上手势识别功能的虚拟按键203,触发手势识别指令,启用手势操作功能,以便用户在行车的过程中通过手势对终端设备下达相应的指令。Or, as shown in FIG. 3, the system setting interface of the terminal device is provided with a virtual button 203 for enabling and disabling the gesture recognition function. Before the vehicle is driving, the user can click the virtual button 203 of the gesture recognition function on the terminal device to trigger the gesture recognition instruction and enable the gesture operation function, so that the user can give corresponding instructions to the terminal device through gestures during driving.
在另一些实施例中,用户也可以在终端设备上设置某一些应用与手势识别指令的关联关系,当用户启动这些特定的应用时,自动触发手势识别指令。In other embodiments, the user may also set the association relationship between certain applications and gesture recognition instructions on the terminal device, and when the user starts these specific applications, the gesture recognition instructions are automatically triggered.
例如,当前许多用户喜欢在驾驶车辆时,使用终端设备上的地图导航软件进行路线导航。因此,用户可以设置地图导航软件与手势识别指令的关联关系。如图4所示,当用户在行车之前,可以在终端设备上搜索“地图”,终端设备显示搜索结果,搜索结果包括A导航地图204和B导航地图205。用户点击A导航地图204,启用A导航地图软件,A导航地图软件在启动时自动触发手势识别指令,启用手势操作功能,以便用户在行车的过程中通过手势对终端设备下达相应的指令。For example, many users currently like to use map navigation software on terminal devices for route navigation when driving a vehicle. Therefore, the user can set the association relationship between the map navigation software and the gesture recognition instruction. As shown in FIG. 4, before driving, the user can search for "map" on the terminal device, and the terminal device displays the search result. The search result includes the A navigation map 204 and the B navigation map 205. The user clicks the A navigation map 204 to activate the A navigation map software. The A navigation map software automatically triggers a gesture recognition instruction when it is started, and enables the gesture operation function, so that the user can give corresponding instructions to the terminal device through gestures during driving.
终端设备中存在众多无线通信模块,例如蓝牙(Bluetooth,BT)通信模块、wifi通信模块、许可波段辅助接入(Licensed-Assisted Access,LAA)模块等。There are many wireless communication modules in terminal devices, such as Bluetooth (BT) communication modules, wifi communication modules, Licensed-Assisted Access (LAA) modules, and so on.
这些无线通信模块拥有一条或多条无线通路,无线通路的类型与无线通信模块的类型相对应。例如,蓝牙通信模块中可能包含一条或多条蓝牙无线通路;wifi通信模块中可能包含一条或多条wifi无线通路;LAA通信模块中可能包含一条或多条LAA无线通路。These wireless communication modules have one or more wireless paths, and the type of the wireless path corresponds to the type of the wireless communication module. For example, the Bluetooth communication module may include one or more Bluetooth wireless channels; the wifi communication module may include one or more wifi wireless channels; the LAA communication module may include one or more LAA wireless channels.
其中,LAA无线通路的工作频段为5150MHz到5925MHz的频段,工作在5GHz频段的wifi无线通路的工作频段为5150MHz到5850MHz的频段,因此,LAA无线通路和工作在5GHz频段的wifi无线通路具有相同工作频段,即5150MHz到5850MHz的频段。蓝牙无线通路的工作频段为2401MHz到2479MHz的频段,工作在2.4GHz频段的wifi无线通路的工作频段为2400MHz到2483.5MHz的频段,因此,蓝牙无线通路和工作在2.4GHz频段的wifi无线通路具有相同工作频段,即2401MHz到2479MHz的频段。Among them, the working frequency band of the LAA wireless channel is 5150MHz to 5925MHz, and the working frequency band of the wifi wireless channel working in the 5GHz frequency band is the frequency band of 5150MHz to 5850MHz. Therefore, the LAA wireless channel and the wifi wireless channel working in the 5GHz frequency band have the same operation. Frequency band, that is, the frequency band from 5150MHz to 5850MHz. The working frequency band of the Bluetooth wireless channel is 2401MHz to 2479MHz, and the working frequency of the wifi wireless channel working in the 2.4GHz frequency band is 2400MHz to 2483.5MHz. Therefore, the Bluetooth wireless channel and the wifi wireless channel working in the 2.4GHz frequency band have the same The working frequency band is the frequency band from 2401MHz to 2479MHz.
当终端设备检测到手势识别指令时,终端设备可以从各无线通信模块的无线通路中选取第一预设数量的无线通路作为雷达发射通路,以及选取第二预设的无线通路作为雷达接收通路,从而在不增设雷达传感器的情况下,复用终端设备已有的无线通信模块的无线通路构建雷达传感器系统。When the terminal device detects the gesture recognition instruction, the terminal device may select a first preset number of wireless paths from the wireless paths of each wireless communication module as the radar transmission path, and select the second preset wireless path as the radar receiving path, Therefore, without adding a radar sensor, the wireless channel of the existing wireless communication module of the terminal equipment is reused to construct a radar sensor system.
第一预设数量和第二预设数量可以根据实际需求进行设置。例如,第一预设数量可以设置为1,第二预设数量可以设置为3,终端设备选取1条无线通路作为雷达发射通路,选取3条无线通路作为雷达接收通路,构建一发三收的SIMO架构的雷达传感器系统。或者,第一预设数量也可以设置为3,第二预设数量设置为3,终端设备选取3条无线通路作为雷达发射通路,选取3条无线通路作为雷达接收通路,构建三发三收的多输入多输出(Multiple Input Multiple Output,MIMO)架构的雷达传感器系统;或者,第一预设数量也可以设置为3,第二预设数量设置为1,终端设备选取3条无线通路作为雷达发射通路,选取1条无线通路作为雷达接收通路,构建三发一收的多输入单输出(Multiple Input Single Output,MISO)架构的雷达传感器系统。The first preset quantity and the second preset quantity can be set according to actual needs. For example, the first preset number can be set to 1, and the second preset number can be set to 3. The terminal device selects 1 wireless path as the radar transmission path, and selects 3 wireless paths as the radar receiving path to construct a one-transmit and three-receive system Radar sensor system based on SIMO architecture. Alternatively, the first preset number can also be set to 3, the second preset number is set to 3, and the terminal device selects 3 wireless channels as the radar transmission channel and 3 wireless channels as the radar receiving channel to construct a three-transmit and three-receive system A radar sensor system with Multiple Input Multiple Output (MIMO) architecture; alternatively, the first preset number can also be set to 3, the second preset number is set to 1, and the terminal device selects 3 wireless channels as the radar transmission Channel, select one wireless channel as the radar receiving channel to construct a radar sensor system with multiple input single output (MISO) architecture with three transmissions and one reception.
当雷达发射通路和雷达接收通路构建的雷达传感器系统为SIMO架构的雷达传感器系统时,可以使用相位线性解调技术进行手势识别,计算量较小,无需使用卷积神经网络等复杂的模型进行复杂的训练,终端设备可以使用结构较为简单的分类器对回波信号的类型进行区分。当雷达发射通路和雷达接收通路构建的雷达传感器系统为MIMO架构的雷达传感器系统时,无法使用相位线性解调技术进行手势识别,手势识别的计算量较大,但是,MIMO架构的雷达传感器系统接收到的回波信号为多个回波信号的叠加,多个回波信号可以为非点源、分布式以及复杂的运动提供模式识别的依据。When the radar sensor system constructed by the radar transmitting path and the radar receiving path is a radar sensor system of the SIMO architecture, the phase linear demodulation technology can be used for gesture recognition, and the amount of calculation is small, and there is no need to use complex models such as convolutional neural networks for complexity. For training, the terminal device can use a classifier with a relatively simple structure to distinguish the types of echo signals. When the radar sensor system constructed by the radar transmitting path and the radar receiving path is a radar sensor system of MIMO architecture, the phase linear demodulation technology cannot be used for gesture recognition, and the calculation amount of gesture recognition is relatively large. However, the radar sensor system of MIMO architecture receives The received echo signal is a superposition of multiple echo signals, which can provide a basis for pattern recognition for non-point sources, distributed and complex motions.
可以理解的是,在确定雷达发射通路和雷达接收通路的过程中,雷达发射通路和雷达接收通路应当为具有相同工作频段的无线通路,否则无法构建雷达传感器系统。例如,当雷达发射通路选取工作在5GHz频段的LAA无线通路时,雷达接收通路不应选取工作在2.4GHz频段的蓝牙无线通路,而是应当选取工作在5GHz频段的无线通路作为雷达接收通路,否则雷达发射通路和雷达接收通路无法构建雷达传感器系统。It is understandable that in the process of determining the radar transmitting path and the radar receiving path, the radar transmitting path and the radar receiving path should be wireless paths with the same working frequency band, otherwise the radar sensor system cannot be constructed. For example, when the radar transmission path selects the LAA wireless path working in the 5GHz frequency band, the radar receiving path should not select the Bluetooth wireless path working in the 2.4GHz frequency band, but the wireless path working in the 5GHz frequency band should be selected as the radar receiving path, otherwise Radar transmitting path and radar receiving path cannot construct a radar sensor system.
此外,当第一预设数量大于或等于2时,雷达发射通路中各无线通路可以为相同类型的无线通路,也可以为不同类型的无线通路。例如,假设第一预设数量被设置为2,终端设备需要选取2条无线通路作为雷达发射通路,这2条无线通路可以都为LAA无线通路,或者,这2条无线通路可以包括一条LAA无线通路和一条wifi无线通路。In addition, when the first preset number is greater than or equal to 2, the wireless paths in the radar transmission path may be the same type of wireless path, or may be different types of wireless paths. For example, assuming that the first preset number is set to 2, the terminal device needs to select two wireless paths as the radar transmission path. These two wireless paths may be LAA wireless paths, or the two wireless paths may include one LAA wireless path. Access and a wifi wireless access.
当第二预设数量大于或等于2时,雷达接收通路中各无线通路可以为相同类型的无线通路,也可以为不同类型的无线通路。例如,假设第二预设数量被设置为2,终端设备需要选取2条无线通路作为雷达接收通路,这2条无线通路可以都为LAA无线通路,或者,这2条无线通路可以包括一条LAA无线通路和一条wifi无线通路。When the second preset number is greater than or equal to 2, each wireless path in the radar receiving path may be the same type of wireless path, or may be a different type of wireless path. For example, assuming that the second preset number is set to 2, the terminal device needs to select 2 wireless channels as the radar receiving channels. These 2 wireless channels can be LAA wireless channels, or the 2 wireless channels can include one LAA wireless channel. Access and a wifi wireless access.
并且,上述雷达发射通路和雷达接收通路可以为相同类型的无线通路,也可以为不同类型的无线通路。例如,假设终端设备选取了1条LAA无线通路作为雷达发射通路,则终端设备可以选取LAA无线通路作为雷达接收通路,此时雷达发射通路和雷达接收通路为相同类型的无线通路;或者,终端设备也可以选取其他无线通路作为雷达接收通路,比如,终端设备可以选取wifi无线通路作为雷达接收通路,此时雷达发射通路和雷达接收通路为不同类型的无线通路。In addition, the above-mentioned radar transmitting path and radar receiving path may be the same type of wireless path, or may be different types of wireless paths. For example, suppose the terminal device selects a LAA wireless path as the radar transmission path, the terminal device can select the LAA wireless path as the radar reception path, and the radar transmission path and the radar reception path are the same type of wireless path; or, the terminal device Other wireless channels can also be selected as the radar receiving channel. For example, the terminal device can select the wifi wireless channel as the radar receiving channel. At this time, the radar transmitting channel and the radar receiving channel are different types of wireless channels.
雷达发射通路和雷达接收通路的选取方式可以根据实际情况进行设置。The selection method of the radar transmitting path and the radar receiving path can be set according to the actual situation.
在一些可能的实现方式中,终端设备可以获取各个无线通路的工作频段,将其中具有相同工作频段且未被调用的无线通路作为目标无线通路。然后,终端设备从目标 无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路。In some possible implementation manners, the terminal device may obtain the working frequency band of each wireless channel, and use the wireless channel that has the same working frequency band and has not been called as the target wireless channel. Then, the terminal device determines the first preset number of target wireless paths from the target wireless paths as the radar transmitting path, and determines the second preset number of wireless paths as the radar receiving path.
例如,终端设备检测到当前有6条无线通路未被调用,其中5条无线通路工作在2.4GHz频段,1条无线通路工作在5GHz频段,则终端设备可以将5条工作在2.4GHz频段且未被调用的无线通路作为目标无线通路。假设第一预设数量为1,第二预设数量为3,则终端设备从5条目标无线通路中选取1条无线通路作为雷达发射通路,选取3条无线通路作为雷达接收通路。For example, if the terminal device detects that there are currently 6 wireless channels that have not been called, 5 wireless channels are working in the 2.4GHz frequency band, and one wireless channel is working in the 5GHz frequency band, then the terminal device can operate 5 wireless channels in the 2.4GHz frequency band without being called. The called wireless path is used as the target wireless path. Assuming that the first preset number is 1 and the second preset number is 3, the terminal device selects one wireless path from the five target wireless paths as the radar transmitting path, and three wireless paths as the radar receiving path.
此时,如果某一工作频段对应的未被调用的无线通路的数量大于或等于第一预设数量与第二预设数量之和,则终端设备可以从该工作频段对应的目标无线通路中选取雷达发射通路和雷达接收通路。如果各工作频段对应的未被调用的无线通路的数量均小于第一预设数量与第二预设数量之和,则终端设备可以暂不选取雷达发射通路和雷达接收通路,等待某一工作频段对应的未被调用的无线通路的数量大于或等于第一预设数量与第二预设数量之和时,再选取雷达发射通路和雷达接收通路。At this time, if the number of uncalled wireless channels corresponding to a certain working frequency band is greater than or equal to the sum of the first preset number and the second preset number, the terminal device can select from the target wireless channels corresponding to the working frequency band Radar transmitting path and radar receiving path. If the number of uncalled wireless channels corresponding to each working frequency band is less than the sum of the first preset number and the second preset number, the terminal device may temporarily not select the radar transmission path and the radar receiving path, and wait for a certain working frequency band When the corresponding number of wireless channels that have not been called is greater than or equal to the sum of the first preset number and the second preset number, then the radar transmitting path and the radar receiving path are selected.
通过上述方式,终端设备可以选取未被调用的无线通路作为雷达发射通路和雷达接收通路,既可以复用处于空闲状态的无线通路构建雷达传感器系统,又不会对各无线通信模块的无线通信功能造成影响。Through the above method, the terminal device can select the wireless channel that has not been called as the radar transmission channel and the radar receiving channel. It can reuse the wireless channel in the idle state to construct the radar sensor system without affecting the wireless communication function of each wireless communication module. Make an impact.
在另一些可能的实现方式中,终端设备也可以获取各个无线通路的通路性能参数。通路性能参数的内容可以根据实际情况进行设置。例如,通路性能参数可以包括服务质量标识(Quality of Service,QoS)、天线数量和功率等参数中的一种或多种。In other possible implementation manners, the terminal device may also obtain the path performance parameters of each wireless path. The content of the channel performance parameters can be set according to the actual situation. For example, the channel performance parameters may include one or more of parameters such as Quality of Service (QoS), number of antennas, and power.
终端设备可以通过通路性能参数评价各个无线通路的通路状态,并从中选取第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路。The terminal device can evaluate the path status of each wireless path through path performance parameters, and select a third preset number of wireless paths with the best path performance parameters and the same working frequency band as the target wireless path.
第三预设数量应当大于或等于第一预设数量和第二预设数量之和。在选取了目标无线通路之后,终端设备从目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路。The third preset quantity should be greater than or equal to the sum of the first preset quantity and the second preset quantity. After selecting the target wireless path, the terminal device determines the first preset number of target wireless paths from the target wireless path as the radar transmitting path, and determines the second preset number of wireless paths as the radar receiving path.
例如,假设优先选取工作在5GHz频段的无线通路作为雷达发射通路和雷达接收通路,第一预设数量为1,第二预设数量为2,第三预设数量为4,则终端设备可以获取各个工作在5GHz频段的无线通路的通路性能参数,从中选取通道性能参数最优的4条无线通路作为目标无线通路。然后从4条目标无线通路中选取1条目标无线通路作为雷达发射通路,选取2条目标无线通路作为雷达接收通路。For example, suppose that the wireless channels working in the 5GHz frequency band are preferentially selected as the radar transmitting channel and the radar receiving channel, the first preset number is 1, the second preset number is 2, and the third preset number is 4, the terminal device can obtain For the channel performance parameters of each wireless channel working in the 5GHz frequency band, four wireless channels with the best channel performance parameters are selected as the target wireless channels. Then one target wireless path is selected from the four target wireless paths as the radar transmitting path, and two target wireless paths are selected as the radar receiving path.
在另一些可能的实现方式中,终端设备也可以优先选取未被调用的无线通路作为雷达发射通路或雷达接收通路。如果各工作频段对应的未被调用的无线通路均小于第一预设数量和第二预设数量之和,则终端设备可以获取各个无线通路的通路性能参数,选取第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路。In some other possible implementation manners, the terminal device may also preferentially select wireless channels that have not been called as the radar transmitting channel or the radar receiving channel. If the uncalled wireless channels corresponding to each working frequency band are less than the sum of the first preset number and the second preset number, the terminal device can obtain the channel performance parameters of each wireless channel and select the third preset number of channel performance The wireless channel with the optimal parameters and the same working frequency band is used as the target wireless channel.
在另一些可能的实现方式中,终端设备也可能通过随机选取的方式从拥有相同的工作频段的无线通路中确定第一预设数量的雷达发射通路,以及确定第二预设数量的雷达接收通路。In other possible implementations, the terminal device may also determine the first preset number of radar transmission paths and the second preset number of radar reception paths from wireless paths with the same operating frequency band by random selection. .
可以理解的是,上述确定雷达发射通路和雷达接收通路的方式仅为本实施例的示意性举例,本实施例不对确定雷达发射通路和雷达接收通路的方式进行限制。在实际 应用的过程中,终端设备可以通过上述方式确定雷达发射通路和雷达接收通路,或者,终端设备也可以通过其他方式确定雷达发射通路和雷达接收通路。It is understandable that the foregoing manner of determining the radar transmitting path and the radar receiving path is only a schematic example of this embodiment, and this embodiment does not limit the manner of determining the radar transmitting path and the radar receiving path. In the actual application process, the terminal equipment can determine the radar transmission path and the radar reception path through the above-mentioned methods, or the terminal equipment may also determine the radar transmission path and the radar reception path through other methods.
S102、在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。S102. Perform a gesture recognition operation through the radar transmitting path and the radar receiving path in the first time period, and perform wireless through at least one of the radar transmitting path and the radar receiving path in the second time period. Communication operation.
终端设备选取了雷达发射通路和雷达接收通路之后,可以在第一时间段通过雷达发射通路和雷达接收通路执行手势识别操作,以及,终端设备可以在第二时间段通过雷达发射通路和雷达接收通路中的至少一路无线通路执行无线通信操作。After the terminal device selects the radar transmission path and the radar reception path, it can perform gesture recognition operations through the radar transmission path and the radar reception path in the first time period, and the terminal device can pass the radar transmission path and the radar reception path in the second time period At least one of the wireless channels in the wireless channel performs wireless communication operations.
无线通信操作的类型与无线通路的通路类型相对应。例如,当无线通路为蓝牙无线通路时,该无线通路执行的无线通信操作为蓝牙通信操作;当无线通路为wifi无线通路时,该无线通路执行的无线通信操作为wifi通信操作;当无线通路为许可波段辅助接入无线通路时,该无线通路执行的无线通信操作为许可波段辅助接入操作。The type of wireless communication operation corresponds to the path type of the wireless path. For example, when the wireless path is a Bluetooth wireless path, the wireless communication operation performed by the wireless path is a Bluetooth communication operation; when the wireless path is a wifi wireless path, the wireless communication operation performed by the wireless path is a wifi communication operation; when the wireless path is When the permitted band assists in accessing the wireless channel, the wireless communication operation performed by the wireless channel is the permitted band assisted access operation.
第一时间段和第二时间段可以为预设的时间段,也可以为非预设的时间段。The first time period and the second time period may be preset time periods or non-preset time periods.
手势运动是一种频率较低的运动,在执行手势识别时,雷达扫描频率通常可以小于10Hz,即雷达扫描周期通常大于100毫秒,而每次雷达扫描耗时数微秒。因此,在一种可能的实现方式中,在选取了雷达发射通路和雷达接收通路之后,终端设备可以获取雷达扫描周期,每个雷达扫描周期可以划分为扫描时间段和非扫描时间段,通过时分复用的方式控制雷达发射通路和雷达接收通路执行手势识别操作和无线通信操作。此时,第一时间段和第二时间段为预设的时间段,第一时间段为每个雷达扫描周期的扫描时间段,第二时间段为每个雷达扫描周期的非扫描时间段。Gesture movement is a low-frequency movement. When performing gesture recognition, the radar scan frequency can usually be less than 10 Hz, that is, the radar scan period is usually greater than 100 milliseconds, and each radar scan takes a few microseconds. Therefore, in a possible implementation, after selecting the radar transmitting path and the radar receiving path, the terminal device can obtain the radar scanning period. Each radar scanning period can be divided into a scanning period and a non-scanning period. The multiplexing method controls the radar transmitting path and the radar receiving path to perform gesture recognition operations and wireless communication operations. At this time, the first time period and the second time period are preset time periods, the first time period is the scanning time period of each radar scanning period, and the second time period is the non-scanning time period of each radar scanning period.
在每个雷达扫描周期的扫描时间段内,终端设备可以通过雷达发射通路和雷达接收通路在扫描时间段执行手势识别操作。在每个雷达扫描周期的非扫描时间段内,终端设备可以通过雷达发射通路和雷达接收通路中的至少一条无线通路可以执行相应的无线通信操作。During the scanning period of each radar scanning period, the terminal device can perform gesture recognition operations in the scanning period through the radar transmission path and the radar receiving path. During the non-scanning period of each radar scanning period, the terminal device can perform corresponding wireless communication operations through at least one of the radar transmitting path and the radar receiving path.
例如,假设选取了蓝牙无线通路作为雷达发射通路以及选取了wifi无线通路作为雷达接收通路,则在雷达扫描周期的扫描时间段,终端设备可以通过蓝牙无线通路和wifi无线通路执行雷达扫描操作;在雷达扫描周期的非扫描时间段,终端设备可以通过蓝牙无线通路执行蓝牙通信操作和/或通过wifi无线通路执行wifi通信操作。For example, assuming that the Bluetooth wireless path is selected as the radar transmission path and the wifi wireless path is selected as the radar receiving path, during the scanning period of the radar scan cycle, the terminal device can perform radar scanning operations through the Bluetooth wireless path and the wifi wireless path; During the non-scanning period of the radar scanning period, the terminal device can perform Bluetooth communication operations through the Bluetooth wireless path and/or perform wifi communication operations through the wifi wireless path.
此时,终端设备不仅可以利用已有的无线通信模块的无线通路执行手势识别操作,并且,由于扫描时间段占雷达扫描周期的比例极小,因此,通过时分复用的方式复用无线通信模块中的无线通路对无线通信模块的无线通信功能的影响极小。At this time, the terminal device can not only use the wireless path of the existing wireless communication module to perform gesture recognition operations, but also, because the scanning time period accounts for a very small proportion of the radar scanning cycle, the wireless communication module is multiplexed by time division multiplexing. The wireless path in the wireless communication module has minimal impact on the wireless communication function of the wireless communication module.
可以理解的是,雷达发射通路和雷达接收通路中的无线通路在雷达扫描周期的扫描时间段和非扫描时间段执行不同的操作,实现不同的功能,因此,终端设备内的处理器可以通过各个无线通信模块之间的共存机制定时产生控制无线通路切换功能的触发信号。It is understandable that the wireless channels in the radar transmitting path and the radar receiving path perform different operations during the scanning period and the non-scanning period of the radar scan cycle to achieve different functions. Therefore, the processor in the terminal device can pass through each The coexistence mechanism between the wireless communication modules periodically generates a trigger signal to control the wireless path switching function.
当终端设备中存在多个处理器时,为了确保各个无线通路的时序相同,控制各个无线通路切换功能的触发信号应当由同一个处理器产生。该处理器产生了触发信号之后,将触发信号发送至其他处理器,使得多个处理器在共存机制的控制下,有序控制各个无线通路切换不同的功能。When there are multiple processors in the terminal device, in order to ensure that the timing of each wireless path is the same, the trigger signal for controlling the switching function of each wireless path should be generated by the same processor. After the processor generates the trigger signal, it sends the trigger signal to other processors, so that multiple processors, under the control of the coexistence mechanism, can control each wireless channel to switch different functions in an orderly manner.
例如,假设雷达发射通路和雷达接收通路包括蓝牙无线通路和wifi无线通路,蓝牙通信模块包括蓝牙基带芯片,wifi通信模块包括wifi基带芯片。此时,控制各个无线通路进行功能切换的触发信号应当全部由蓝牙基带芯片产生;或者,控制各个无线通路进行功能切换的触发信号应当全部由wifi基带芯片产生;或者,控制各个无线通路进行功能切换的触发信号应当全部由某一个其他处理器产生。当一个处理器产生了控制无线通路切换功能的触发信号之后,以中断传递等方式将触发信号传输至其他处理器,各个处理器根据触发信号控制相应的无线通路进行功能切换,从而使多个处理器在共存机制的控制下,有序控制各个无线通路切换不同的功能。For example, suppose that the radar transmitting path and the radar receiving path include a Bluetooth wireless path and a wifi wireless path, the Bluetooth communication module includes a Bluetooth baseband chip, and the wifi communication module includes a wifi baseband chip. At this time, the trigger signals that control the function switching of each wireless channel should all be generated by the Bluetooth baseband chip; or, the trigger signals that control each wireless channel to switch the function should all be generated by the wifi baseband chip; or, control each wireless channel for function switching The trigger signal of should all be generated by some other processor. After a processor generates a trigger signal to control the wireless channel switching function, it transmits the trigger signal to other processors by means of interrupt transmission, etc., and each processor controls the corresponding wireless channel to perform function switching according to the trigger signal, thereby enabling multiple processing Under the control of the coexistence mechanism, the device controls each wireless channel to switch different functions in an orderly manner.
在另一种可能的实现方式中,终端设备也可以不设置雷达扫描周期。如前述内容所言,终端设备可以从未被调用的无线通路中选取具有相同工作频段的无线通路作为目标无线通路,并从目标无线通路中选取雷达发射通路和雷达接收通路。In another possible implementation manner, the terminal device may not set the radar scan period. As mentioned in the foregoing, the terminal device can select a wireless channel with the same working frequency band as the target wireless channel from the wireless channels that have not been called, and select the radar transmitting channel and the radar receiving channel from the target wireless channels.
此时,第一时间段和第二时间段为非预设的时间段,第一时间段指的是无线通路被调用作为雷达发射通路或雷达接收通路的时间段,第二时间段指的是无线通路被调用执行无线通信操作的时间段。At this time, the first time period and the second time period are non-preset time periods. The first time period refers to the time period when the wireless channel is called as the radar transmitting channel or the radar receiving channel, and the second time period refers to The time period during which the wireless path is called to perform wireless communication operations.
在执行手势识别操作的过程中,终端设备可以通过上述雷达发射通路和雷达接收通路执行雷达扫描操作,得到雷达扫描数据。然后,终端设备再对雷达扫描数据进行手势识别处理,得到手势识别结果。In the process of performing the gesture recognition operation, the terminal device can perform the radar scanning operation through the above-mentioned radar transmitting path and the radar receiving path to obtain radar scanning data. Then, the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result.
在执行雷达扫描操作时,终端设备可以通过雷达发射通路发射电磁信号。雷达发射通路发射的电磁信号在接触到物体后,物体会反射回波信号。When performing radar scanning operations, the terminal device can transmit electromagnetic signals through the radar transmission path. After the electromagnetic signal emitted by the radar transmission path touches the object, the object will reflect the echo signal.
终端设备可以通过雷达接收通路接收回波信号,终端设备对回波信号进行模数转换处理,将回波信号从模拟信号转化成数字信号,得到雷达扫描数据。之后,终端设备再对雷达扫描数据进行手势识别处理,得到手势识别结果。The terminal device can receive the echo signal through the radar receiving channel, and the terminal device performs analog-to-digital conversion processing on the echo signal, converts the echo signal from an analog signal to a digital signal, and obtains radar scan data. After that, the terminal device performs gesture recognition processing on the radar scan data to obtain the gesture recognition result.
雷达发射通路发射的电磁信号的类型可以根据实际情况进行设置。例如,雷达发射通路发射的电磁信号可以为脉冲信号、调频连续波信号、单频连续波信号等。The type of electromagnetic signal emitted by the radar transmission path can be set according to the actual situation. For example, the electromagnetic signal emitted by the radar transmission path may be a pulse signal, a frequency modulated continuous wave signal, a single frequency continuous wave signal, and so on.
当雷达发射通路发射的电磁信号的类型为单频连续波信号时,雷达发射通路和雷达接收通路构建的雷达传感器系统属于极窄带雷达系统。极窄带雷达系统可以减少电磁信号和回波信号对通信频段中其他频谱的干扰。尽管单频连续波信号对应的回波信号具有一定的带宽,但是该回波信号的带宽在赫兹量级,对通信频段的影响极小,与其他类型的雷达相比,极窄带雷达系统可以更好地与终端设备中的无线通信模块共存。When the type of electromagnetic signal emitted by the radar transmitting path is a single-frequency continuous wave signal, the radar sensor system constructed by the radar transmitting path and the radar receiving path is an extremely narrowband radar system. The very narrowband radar system can reduce the interference of electromagnetic signals and echo signals to other frequency spectrums in the communication frequency band. Although the echo signal corresponding to the single-frequency continuous wave signal has a certain bandwidth, the bandwidth of the echo signal is on the order of Hertz, and has minimal impact on the communication frequency band. Compared with other types of radars, the very narrowband radar system can be more Good coexistence with the wireless communication module in the terminal device.
此外,当两个或两个以上的终端设备距离较为接近时,可能出现信号干扰的情况。此时,各个终端设备可以进行通信协商,为不同的终端设备分配不同的工作频段。当各个终端设备确定了各自的中频信号之后,即使各个终端设备之间存在信号干扰的情况,各个终端设备也可以通过中频滤波器滤除工作频段以外的干扰信号,通过频分复用的方式,达成多个终端设备共存的目的。In addition, when two or more terminal devices are relatively close, signal interference may occur. At this time, each terminal device can perform communication negotiation to allocate different working frequency bands to different terminal devices. After each terminal device determines its own intermediate frequency signal, even if there is signal interference between each terminal device, each terminal device can filter out the interference signal outside the working frequency band through the intermediate frequency filter, and through frequency division multiplexing, To achieve the coexistence of multiple terminal devices.
综上所述,在本实施例提供了一种手势识别方法中,终端设备可以从已有的无线通路中确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通络,在不增加新的雷达传感器的情况下,复用终端设备的无线通路构建雷达传感器,不会给终端设备的射频前端造成额外的布局布线负担,不增加任何成本,不影响终端设备的功耗和体积,解决了目前使用雷达进行手势识别时,在终端 设备内布局雷达传感器会给终端设备的射频前端带来较大的布局布线负担,增加终端设备的硬件成本、功耗和体积的问题。To sum up, in the gesture recognition method provided in this embodiment, the terminal device can determine the first preset number of wireless paths as the radar transmission path from the existing wireless paths, and determine the second preset number of wireless paths. The channel is used as a radar to receive the network. Without adding a new radar sensor, the wireless channel of the terminal device is reused to construct the radar sensor, which will not cause additional layout and wiring burdens on the radio frequency front end of the terminal device, and does not increase any cost. Affects the power consumption and volume of terminal equipment, and solves the problem that when radar is used for gesture recognition, the layout of radar sensors in terminal equipment will bring a large layout and wiring burden to the radio frequency front end of the terminal equipment, and increase the hardware cost and power of the terminal equipment. The problem of consumption and volume.
应理解,上述实施例中各步骤的序号的大小并不意味着执行顺序的先后,各过程的执行顺序应以其功能和内在逻辑确定,而不应对本申请实施例的实施过程构成任何限定。It should be understood that the size of the sequence number of each step in the foregoing embodiment does not mean the order of execution. The execution sequence of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiment of the present application.
请参阅图5,本申请实施例提供了一种手势识别装置,为便于说明,仅示出与本申请相关的部分,如图5所示,手势识别装置包括,Referring to FIG. 5, an embodiment of the present application provides a gesture recognition device. For ease of description, only parts related to the present application are shown. As shown in FIG. 5, the gesture recognition device includes:
通路选择模块501,用于当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;The path selection module 501 is configured to determine a first preset number of wireless paths as radar transmission paths and a second preset number of wireless paths as radar receiving paths when a gesture recognition instruction is detected, wherein the wireless paths include At least one of a Bluetooth wireless channel, a wifi wireless channel, and a licensed band auxiliary access wireless channel, the radar transmitting channel and the radar receiving channel are wireless channels having the same working frequency band;
通路复用模块502,用于在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The path multiplexing module 502 is configured to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the second time period. At least one wireless channel performs wireless communication operations.
进一步地,所述通路复用模块502,包括:Further, the path multiplexing module 502 includes:
雷达扫描子模块,用于在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;A radar scanning sub-module, configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data;
手势识别子模块,用于对所述雷达扫描数据进行手势识别处理,得到手势识别结果。The gesture recognition sub-module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
进一步地,所述通路复用模块502,包括:Further, the path multiplexing module 502 includes:
无线通信子模块,用于在所述第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行与所述至少一路无线通路对应的蓝牙通信操作或wifi通信操作或许可波段辅助接入操作。The wireless communication sub-module is configured to perform a Bluetooth communication operation or a wifi communication operation corresponding to the at least one wireless path through at least one of the radar transmission path and the radar reception path in the second time period Allowed band to assist access operations.
进一步地,所述通路选择模块501,包括:Further, the path selection module 501 includes:
频段查询子模块,用于获取各个无线通路的工作频段;Frequency band query sub-module, used to obtain the working frequency band of each wireless channel;
调用筛选子模块,用于将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
进一步地,所述通路选择模块501,包括:Further, the path selection module 501 includes:
性能参数子模块,用于获取各个无线通路的通路性能参数;The performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel;
性能筛选子模块,用于根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;The performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
目标筛选子模块,用于从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
进一步地,所述通路复用模块502,包括:Further, the path multiplexing module 502 includes:
扫描参数子模块,用于获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;The scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
间歇扫描子模块,用于在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在每个所述雷达扫描周期中的 非扫描时间段,通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The intermittent scanning sub-module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path during the scanning time period in each radar scanning period, and to perform gesture recognition operations in each radar scanning period. During the scanning time period, a wireless communication operation is performed through at least one of the radar transmitting path and the radar receiving path.
进一步地,所述雷达扫描子模块,具体用于在所述第一时间段,控制所述雷达发射通路发射电磁信号,以及控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。Further, the radar scanning sub-module is specifically configured to control the radar transmission path to transmit electromagnetic signals, and control the radar reception path to receive echo signals, and respond to the echo signals in the first time period. Perform analog-to-digital conversion processing to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
进一步地,所述雷达扫描子模块,包括:Further, the radar scanning sub-module includes:
单频信号子模块,用于控制所述雷达发射通路发射单频连续波信号。The single-frequency signal sub-module is used to control the radar transmission path to transmit a single-frequency continuous wave signal.
需要说明的是,上述装置/单元之间的信息交互、执行过程等内容,由于与本申请方法实施例基于同一构思,其具体功能及带来的技术效果,具体可参见方法实施例部分,此处不再赘述。It should be noted that the information interaction and execution process between the above-mentioned devices/units are based on the same concept as the method embodiment of this application, and its specific functions and technical effects can be found in the method embodiment section. I won't repeat it here.
请参阅图6,本申请实施例还提供了一种终端设备。如图6所示,该实施例的终端设备6包括:处理器60、存储器61、存储在所述存储器61中并可在所述处理器60上运行的计算机程序62以及无线通信模块63。所述处理器60执行所述计算机程序62时实现上述屏幕扩展方法实施例中的步骤,例如图1所示的步骤S101至S102。或者,所述处理器60执行所述计算机程序62时实现上述各装置实施例中各模块/单元的功能,例如图5所示模块501至502的功能。Referring to FIG. 6, an embodiment of the present application also provides a terminal device. As shown in FIG. 6, the terminal device 6 of this embodiment includes: a processor 60, a memory 61, a computer program 62 stored in the memory 61 and running on the processor 60, and a wireless communication module 63. When the processor 60 executes the computer program 62, the steps in the embodiment of the screen expansion method described above are implemented, for example, steps S101 to S102 shown in FIG. 1. Alternatively, when the processor 60 executes the computer program 62, the functions of the modules/units in the foregoing device embodiments, such as the functions of the modules 501 to 502 shown in FIG. 5, are realized.
示例性的,所述计算机程序62可以被分割成一个或多个模块/单元,所述一个或者多个模块/单元被存储在所述存储器61中,并由所述处理器60执行,以完成本申请。所述一个或多个模块/单元可以是能够完成特定功能的一系列计算机程序指令段,该指令段用于描述所述计算机程序62在所述终端设备6中的执行过程。例如,所述计算机程序62可以被分割成通路选择模块以及通路复用模块,各模块具体功能如下:Exemplarily, the computer program 62 may be divided into one or more modules/units, and the one or more modules/units are stored in the memory 61 and executed by the processor 60 to complete This application. The one or more modules/units may be a series of computer program instruction segments capable of completing specific functions, and the instruction segments are used to describe the execution process of the computer program 62 in the terminal device 6. For example, the computer program 62 can be divided into a path selection module and a path multiplexing module, and the specific functions of each module are as follows:
通路选择模块,用于当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;The path selection module is used to determine the first preset number of wireless paths as the radar transmission path and the second preset number of wireless paths as the radar receiving path when the gesture recognition instruction is detected, wherein the wireless path includes Bluetooth At least one of a wireless path, a wifi wireless path, and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
通路复用模块,用于在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The path multiplexing module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and through at least one of the radar transmitting path and the radar receiving path in the second time period One wireless channel performs wireless communication operations.
所述终端设备6可以是桌上型计算机、笔记本、掌上电脑及云端服务器等计算设备。所述终端设备可包括,但不仅限于,处理器60、存储器61。本领域技术人员可以理解,图6仅仅是终端设备6的示例,并不构成对终端设备6的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件,例如所述终端设备还可以包括输入输出设备、网络接入设备、总线等。The terminal device 6 may be a computing device such as a desktop computer, a notebook, a palmtop computer, and a cloud server. The terminal device may include, but is not limited to, a processor 60 and a memory 61. Those skilled in the art can understand that FIG. 6 is only an example of the terminal device 6 and does not constitute a limitation on the terminal device 6. It may include more or fewer components than shown in the figure, or a combination of certain components, or different components. For example, the terminal device may also include input and output devices, network access devices, buses, and so on.
所称处理器60可以是中央处理单元(Central Processing Unit,CPU),还可以是其他通用处理器、数字信号处理器(Digital Signal Processor,DSP)、专用集成电路(Application Specific Integrated Circuit,ASIC)、现场可编程门阵列(Field-Programmable Gate Array,FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。The so-called processor 60 may be a central processing unit (Central Processing Unit, CPU), other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components, etc. The general-purpose processor may be a microprocessor or the processor may also be any conventional processor or the like.
所述存储器61可以是所述终端设备6的内部存储单元,例如终端设备6的硬盘或内存。所述存储器61也可以是所述终端设备6的外部存储设备,例如所述终端设备6上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,所述存储器61还可以既包括所述终端设备6的内部存储单元也包括外部存储设备。所述存储器61用于存储所述计算机程序以及所述终端设备所需的其他程序和数据。所述存储器61还可以用于暂时地存储已经输出或者将要输出的数据。The memory 61 may be an internal storage unit of the terminal device 6, such as a hard disk or memory of the terminal device 6. The memory 61 may also be an external storage device of the terminal device 6, such as a plug-in hard disk equipped on the terminal device 6, a smart memory card (Smart Media Card, SMC), or a Secure Digital (SD). Card, Flash Card, etc. Further, the memory 61 may also include both an internal storage unit of the terminal device 6 and an external storage device. The memory 61 is used to store the computer program and other programs and data required by the terminal device. The memory 61 can also be used to temporarily store data that has been output or will be output.
所述无线通信模块63可以为蓝牙通信模块、wifi通信模块、许可波段辅助接入模块等无线通信模块,本实施例对无线通信模块63的类型不作限制。在上述无线通信模块63中,可以包括至少一条无线通路,该无线通路可以是无线发射通路、无线接收通路或无线收发互易通路。The wireless communication module 63 may be a wireless communication module such as a Bluetooth communication module, a wifi communication module, a licensed band auxiliary access module, etc. The type of the wireless communication module 63 is not limited in this embodiment. The above-mentioned wireless communication module 63 may include at least one wireless path, and the wireless path may be a wireless transmission path, a wireless reception path, or a wireless transceiver reciprocal path.
如图7所示,上述无线发射通路可以包括发射机701和发射天线702。发射机701产生电磁信号后,通过发射天线702发射电磁信号。As shown in FIG. 7, the above-mentioned wireless transmission path may include a transmitter 701 and a transmission antenna 702. After the transmitter 701 generates the electromagnetic signal, it transmits the electromagnetic signal through the transmitting antenna 702.
发射机701的结构可以根据实际情况进行设置。例如,如图8所示,发射机701可以包括本地振荡器(Local Oscillator,LO)7011和功率放大器7012。本地振荡器7011接收时钟信号后,根据时钟信号生成电磁信号,经过功率放大器7012进行放大处理,然后由发射天线702发射放大处理后的电磁信号。The structure of the transmitter 701 can be set according to actual conditions. For example, as shown in FIG. 8, the transmitter 701 may include a local oscillator (LO) 7011 and a power amplifier 7012. After receiving the clock signal, the local oscillator 7011 generates an electromagnetic signal according to the clock signal, which is amplified by the power amplifier 7012, and then the transmitting antenna 702 transmits the amplified electromagnetic signal.
如图9所示,上述无线接收通路可以包括接收机901和接收天线902。接收天线902接收到电磁信号后,由接收机901进行信号处理。As shown in FIG. 9, the above-mentioned wireless receiving path may include a receiver 901 and a receiving antenna 902. After receiving the electromagnetic signal by the receiving antenna 902, the receiver 901 performs signal processing.
接收机901的结构可以根据实际情况进行设置。例如,如图10所示,接收机901可以包括低噪放大器(low-noise amplifier)9011、本地振荡器9012、移相器9013、第一乘法器9014、第二乘法器9015、第一滤波器9016、第二滤波器9017、第一模数转换器9018和第二模数转换器9019。The structure of the receiver 901 can be set according to actual conditions. For example, as shown in FIG. 10, the receiver 901 may include a low-noise amplifier 9011, a local oscillator 9012, a phase shifter 9013, a first multiplier 9014, a second multiplier 9015, and a first filter. 9016, a second filter 9017, a first analog-to-digital converter 9018, and a second analog-to-digital converter 9019.
接收天线902接收电磁信号,电磁信号经过低噪放大器9011放大后分成第一放大信号和第二放大信号。本地振荡器9012接收到时钟信号后,根据时钟信号产生本振信号并传入移相器9013。移相器9013对本振信号处理后,输出第一移相信号和第二移相信号。第一乘法器9014对第一放大信号和第一移相信号进行混频处理,得到第一混频信号。第二乘法器9015对第二放大信号和第二移相信号进行混频处理后,得到第二混频信号。第一混频信号经过第一滤波器9016的滤波处理和第一模数转换器9018的模数转换后,得到第一数据。第二混频信号经过第二滤波器9017的滤波处理和第二模数转换器9019的模数转换后,得到第二数据。The receiving antenna 902 receives the electromagnetic signal, and the electromagnetic signal is amplified by the low-noise amplifier 9011 and then divided into a first amplified signal and a second amplified signal. After receiving the clock signal, the local oscillator 9012 generates a local oscillator signal according to the clock signal and transmits it to the phase shifter 9013. After processing the local oscillator signal, the phase shifter 9013 outputs the first phase shift signal and the second phase shift signal. The first multiplier 9014 performs mixing processing on the first amplified signal and the first phase-shifted signal to obtain the first mixed signal. The second multiplier 9015 performs frequency mixing processing on the second amplified signal and the second phase-shifted signal to obtain the second mixed signal. After the first mixed signal undergoes filtering processing by the first filter 9016 and analog-to-digital conversion by the first analog-to-digital converter 9018, first data is obtained. After the second mixed signal undergoes filtering processing by the second filter 9017 and analog-to-digital conversion by the second analog-to-digital converter 9019, second data is obtained.
上述第一滤波器9016和第二滤波器9017的滤波器类型可以根据实际情况进行选择。例如,可以选择带通滤波器、奈奎斯特滤波器等作为第一滤波器9016和第二滤波器9017。The filter types of the first filter 9016 and the second filter 9017 can be selected according to actual conditions. For example, a band pass filter, a Nyquist filter, etc. can be selected as the first filter 9016 and the second filter 9017.
如图11所示,上述无线收发互易通路可以包括发射机1101、接收机1102、双工器1103和收发天线1104。如图12所示,当双工器1103处于状态1时,上述无线收发互易通路可以通过发射机1101、双工器1103和收发天线1104发射电磁信号。As shown in FIG. 11, the above-mentioned wireless transceiving reciprocal path may include a transmitter 1101, a receiver 1102, a duplexer 1103 and a transceiving antenna 1104. As shown in FIG. 12, when the duplexer 1103 is in state 1, the above-mentioned wireless transceiving reciprocal path can transmit electromagnetic signals through the transmitter 1101, the duplexer 1103, and the transceiver antenna 1104.
如图13所示,当双工器1103处于状态2时,上述无线收发互易通路可以通过收发天线1104、双工器1103和接收机1102接收电磁信号。As shown in FIG. 13, when the duplexer 1103 is in state 2, the above-mentioned wireless transceiving reciprocal path can receive electromagnetic signals through the transceiving antenna 1104, the duplexer 1103, and the receiver 1102.
双工器1103的类型可以根据实际情况进行选择。例如,可以选择环形器、隔离器、开关电路等器件或电路作为双工器。The type of the duplexer 1103 can be selected according to the actual situation. For example, devices or circuits such as circulators, isolators, and switching circuits can be selected as duplexers.
可以理解的是,当上述无线接收通路或无线收发互易通路被确定为雷达接收通路时,上述接收天线/收发天线接收的电磁信号为雷达发射通路发射的电磁信号在接触到物体后反射的回波信号。上述接收机处理后的第一数据和第二数据为雷达扫描数据,由处理器60对雷达扫描数据进行手势识别,得到手势识别结果。It is understandable that when the above-mentioned wireless receiving path or the wireless transceiving reciprocal path is determined to be the radar receiving path, the electromagnetic signal received by the receiving antenna/transceiving antenna is the reflection of the electromagnetic signal emitted by the radar transmitting path after contacting an object. Wave signal. The first data and the second data processed by the above-mentioned receiver are radar scan data, and the processor 60 performs gesture recognition on the radar scan data to obtain a gesture recognition result.
当处理器60从上述无线通路中确定雷达发射通路和雷达接收通路时,雷达发射通路和雷达接收通路的时钟信号应当为同一参考时钟产生的时钟信号,确保雷达发射通路和雷达接收通路的时间同步。When the processor 60 determines the radar transmitting path and the radar receiving path from the above wireless paths, the clock signals of the radar transmitting path and the radar receiving path should be the clock signal generated by the same reference clock to ensure the time synchronization of the radar transmitting path and the radar receiving path. .
如图14所示,各无线通信模块63的无线通路可以在处理器的控制下构建SIMO架构的雷达传感器系统,SIMO架构的雷达传感器系统中包括一条雷达发射通路1401和多条雷达接收通路1402。As shown in FIG. 14, the wireless path of each wireless communication module 63 can construct a radar sensor system of the SIMO architecture under the control of the processor. The radar sensor system of the SIMO architecture includes a radar transmitting path 1401 and multiple radar receiving paths 1402.
或者,如图15所示,各无线通信模块63的无线通路可以在处理器的控制下构建MISO架构的雷达传感器系统,MISO架构的雷达传感器系统中包括多条雷达发射通路1501和一条雷达接收通路1502。Or, as shown in FIG. 15, the wireless path of each wireless communication module 63 can construct a radar sensor system of MISO architecture under the control of the processor. The radar sensor system of MISO architecture includes multiple radar transmitting paths 1501 and one radar receiving path. 1502.
或者,如图16所示,各无线通信模块63的无线通路可以在处理器的控制下构建MIMO架构的雷达传感器系统,MIMO架构的雷达传感器系统中包括多条雷达发射通路1601和多条雷达接收通路1602。Or, as shown in FIG. 16, the wireless channels of each wireless communication module 63 can construct a radar sensor system with a MIMO architecture under the control of the processor. The radar sensor system with a MIMO architecture includes multiple radar transmission paths 1601 and multiple radar receivers. Passage 1602.
上述雷达发射通路可以为无线发射通路和/或无线收发互易通路,上述雷达接收通路可以为无线接收通路和/或无线收发互易通路。由于无线收发互易通路可以通过切换双工器发射电磁信号或接收电磁信号,因此,当处理器60选取无线收发互易通路作为雷达发射通路或雷达接收通路时,可以更为灵活地构建雷达传感器系统,将雷达传感器对终端设备原有的通信功能的影响降低至最小。The aforementioned radar transmission path may be a wireless transmission path and/or a wireless transceiver reciprocal path, and the aforementioned radar reception path may be a wireless reception path and/or a wireless transceiver reciprocal path. Since the wireless transceiver reciprocal path can transmit electromagnetic signals or receive electromagnetic signals by switching the duplexer, when the processor 60 selects the wireless transceiver reciprocal path as the radar transmitting path or the radar receiving path, the radar sensor can be constructed more flexibly The system minimizes the impact of radar sensors on the original communication functions of the terminal equipment.
所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,仅以上述各功能单元、模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能单元、模块完成,即将所述装置的内部结构划分成不同的功能单元或模块,以完成以上描述的全部或者部分功能。实施例中的各功能单元、模块可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中,上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。另外,各功能单元、模块的具体名称也只是为了便于相互区分,并不用于限制本申请的保护范围。上述系统中单元、模块的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and conciseness of description, only the division of the above functional units and modules is used as an example. In practical applications, the above functions can be allocated to different functional units and modules as needed. Module completion, that is, the internal structure of the device is divided into different functional units or modules to complete all or part of the functions described above. The functional units and modules in the embodiments can be integrated into one processing unit, or each unit can exist alone physically, or two or more units can be integrated into one unit. The above-mentioned integrated units can be hardware-based Formal realization can also be realized in the form of a software functional unit. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the present application. For the specific working process of the units and modules in the foregoing system, reference may be made to the corresponding process in the foregoing method embodiment, which will not be repeated here.
在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述或记载的部分,可以参见其它实施例的相关描述。In the above-mentioned embodiments, the description of each embodiment has its own focus. For parts that are not described in detail or recorded in an embodiment, reference may be made to related descriptions of other embodiments.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本申请的范围。A person of ordinary skill in the art may realize that the units and algorithm steps of the examples described in combination with the embodiments disclosed herein can be implemented by electronic hardware or a combination of computer software and electronic hardware. Whether these functions are executed by hardware or software depends on the specific application and design constraint conditions of the technical solution. Professionals and technicians can use different methods for each specific application to implement the described functions, but such implementation should not be considered beyond the scope of this application.
在本申请所提供的实施例中,应该理解到,所揭露的装置/终端设备和方法,可以通过其它的方式实现。例如,以上所描述的装置/终端设备实施例仅仅是示意性的,例如,所述模块或单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通讯连接可以是通过一些接口,装置或单元的间接耦合或通讯连接,可以是电性,机械或其它的形式。In the embodiments provided in this application, it should be understood that the disclosed device/terminal device and method may be implemented in other ways. For example, the device/terminal device embodiments described above are merely illustrative. For example, the division of the modules or units is only a logical function division, and there may be other divisions in actual implementation, such as multiple units. Or components can be combined or integrated into another system, or some features can be omitted or not implemented. In addition, the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
另外,在本申请各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, the functional units in the various embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit. The above-mentioned integrated unit can be implemented in the form of hardware or software functional unit.
所述集成的模块/单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请实现上述实施例方法中的全部或部分流程,也可以通过计算机程序来指令相关的硬件来完成,所述的计算机程序可存储于一计算机可读存储介质中,该计算机程序在被处理器执行时,可实现上述各个方法实施例的步骤。其中,所述计算机程序包括计算机程序代码,所述计算机程序代码可以为源代码形式、对象代码形式、可执行文件或某些中间形式等。所述计算机可读介质可以包括:能够携带所述计算机程序代码的任何实体或装置、记录介质、U盘、移动硬盘、磁碟、光盘、计算机存储器、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、电载波信号、电信信号以及软件分发介质等。需要说明的是,所述计算机可读介质包含的内容可以根据司法管辖区内立法和专利实践的要求进行适当的增减,例如在某些司法管辖区,根据立法和专利实践,计算机可读介质不包括电载波信号和电信信号。If the integrated module/unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer readable storage medium. Based on this understanding, the present application implements all or part of the processes in the above-mentioned embodiments and methods, and can also be completed by instructing relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium. When the program is executed by the processor, it can implement the steps of the foregoing method embodiments. Wherein, the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file, or some intermediate forms. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM, Read-Only Memory) , Random Access Memory (RAM, Random Access Memory), electrical carrier signal, telecommunications signal, and software distribution media, etc. It should be noted that the content contained in the computer-readable medium can be appropriately added or deleted according to the requirements of the legislation and patent practice in the jurisdiction. For example, in some jurisdictions, according to the legislation and patent practice, the computer-readable medium Does not include electrical carrier signals and telecommunication signals.
以上所述实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围,均应包含在本申请的保护范围之内。The above-mentioned embodiments are only used to illustrate the technical solutions of the present application, not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, a person of ordinary skill in the art should understand that it can still implement the foregoing The technical solutions recorded in the examples are modified, or some of the technical features are equivalently replaced; these modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the application, and should be included in Within the scope of protection of this application.

Claims (18)

  1. 一种手势识别方法,其特征在于,包括:A gesture recognition method, characterized in that it comprises:
    当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;When the gesture recognition instruction is detected, the first preset number of wireless paths are determined as radar transmission paths, and the second preset number of wireless paths are determined as radar receiving paths, where the wireless paths include Bluetooth wireless paths and wifi wireless paths. At least one of the licensed band auxiliary access wireless channels, the radar transmitting channel and the radar receiving channel are wireless channels with the same working frequency band;
    在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。Perform a gesture recognition operation through the radar transmission path and the radar reception path in the first time period, and perform a wireless communication operation through at least one of the radar transmission path and the radar reception path in the second time period .
  2. 根据权利要求1所述的手势识别方法,其特征在于,所述在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,包括:The gesture recognition method according to claim 1, wherein the performing a gesture recognition operation through the radar transmitting path and the radar receiving path in the first time period comprises:
    在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;Performing a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data;
    对所述雷达扫描数据进行手势识别处理,得到手势识别结果。Perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
  3. 根据权利要求1所述的手势识别方法,其特征在于,所述在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作,包括:The gesture recognition method according to claim 1, wherein the performing a wireless communication operation through at least one of the radar transmitting path and the radar receiving path in the second time period comprises:
    在所述第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行与所述至少一路无线通路对应的蓝牙通信操作或wifi通信操作或许可波段辅助接入操作。In the second time period, a Bluetooth communication operation or a wifi communication operation or a permitted band-assisted access operation corresponding to the at least one wireless path is performed through at least one of the radar transmission path and the radar reception path.
  4. 根据权利要求1所述的手势识别方法,其特征在于,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:The gesture recognition method according to claim 1, wherein the determining a first preset number of wireless paths as radar transmitting paths and determining a second preset number of wireless paths as radar receiving paths comprises:
    获取各个无线通路的工作频段;Obtain the working frequency band of each wireless channel;
    将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。Use wireless channels that have the same operating frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, and determine a second predetermined number from the target wireless channels. Set a number of target wireless channels as radar receiving channels.
  5. 根据权利要求1所述的手势识别方法,其特征在于,所述确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,包括:The gesture recognition method according to claim 1, wherein the determining a first preset number of wireless paths as radar transmitting paths and determining a second preset number of wireless paths as radar receiving paths comprises:
    获取各个无线通路的通路性能参数;Obtain the channel performance parameters of each wireless channel;
    根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;According to the channel performance parameters of each wireless channel, determine a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
    从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。A first preset number of target wireless paths are determined from the target wireless paths as radar transmission paths, and a second preset number of target wireless paths are determined from the target wireless paths as radar receiving paths.
  6. 根据权利要求1所述的手势识别方法,其特征在于,所述在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作,包括:The gesture recognition method according to claim 1, wherein the gesture recognition operation is performed through the radar transmission path and the radar receiving path in the first time period, and the gesture recognition operation is performed through the radar in the second time period. Performing wireless communication operations on at least one of the path and the radar receiving path includes:
    获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;Acquiring a radar scanning period and a scanning time period within the radar scanning period;
    在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在每个所述雷达扫描周期中的非扫描时间段,通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。In the scanning time period in each radar scanning period, the gesture recognition operation is performed through the radar transmission path and the radar receiving path, and in the non-scanning time period in each radar scanning period, the At least one of the radar transmitting path and the radar receiving path performs a wireless communication operation.
  7. 根据权利要求2所述的手势识别方法,其特征在于,所述在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据,包括:The gesture recognition method according to claim 2, wherein the performing a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data comprises:
    在所述第一时间段,控制所述雷达发射通路发射电磁信号,以及控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。In the first time period, the radar transmission path is controlled to transmit electromagnetic signals, and the radar reception path is controlled to receive echo signals, and the echo signals are processed by analog-to-digital conversion to obtain radar scan data, where: The echo signal is a signal reflected by the electromagnetic signal after touching an object.
  8. 根据权利要求7所述的手势识别方法,其特征在于,所述控制所述雷达发射通路发射电磁信号,包括:The gesture recognition method according to claim 7, wherein the controlling the radar transmission path to emit electromagnetic signals comprises:
    控制所述雷达发射通路发射单频连续波信号。Control the radar transmitting path to transmit a single-frequency continuous wave signal.
  9. 一种手势识别装置,其特征在于,包括:A gesture recognition device, characterized in that it comprises:
    通路选择模块,用于当检测到手势识别指令时,确定第一预设数量的无线通路作为雷达发射通路,确定第二预设数量的无线通路作为雷达接收通路,其中,所述无线通路包括蓝牙无线通路、wifi无线通路、许可波段辅助接入无线通路中的至少一种,所述雷达发射通路和所述雷达接收通路为具有相同工作频段的无线通路;The path selection module is used to determine the first preset number of wireless paths as the radar transmission path and the second preset number of wireless paths as the radar receiving path when the gesture recognition instruction is detected, wherein the wireless path includes Bluetooth At least one of a wireless path, a wifi wireless path, and a licensed band auxiliary access wireless path, the radar transmitting path and the radar receiving path are wireless paths having the same working frequency band;
    通路复用模块,用于在第一时间段通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The path multiplexing module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path in the first time period, and through at least one of the radar transmitting path and the radar receiving path in the second time period One wireless channel performs wireless communication operations.
  10. 根据权利要求9所述的手势识别装置,其特征在于,所述通路复用模块,包括:The gesture recognition device according to claim 9, wherein the path multiplexing module comprises:
    雷达扫描子模块,用于在所述第一时间段通过所述雷达发射通路和所述雷达接收通路执行雷达扫描操作,得到雷达扫描数据;A radar scanning sub-module, configured to perform a radar scanning operation through the radar transmitting path and the radar receiving path in the first time period to obtain radar scanning data;
    手势识别子模块,用于对所述雷达扫描数据进行手势识别处理,得到手势识别结果。The gesture recognition sub-module is used to perform gesture recognition processing on the radar scan data to obtain a gesture recognition result.
  11. 根据权利要求9所述的手势识别装置,其特征在于,所述通路复用模块,包括:The gesture recognition device according to claim 9, wherein the path multiplexing module comprises:
    无线通信子模块,用于在所述第二时间段通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行与所述至少一路无线通路对应的蓝牙通信操作或wifi通信操作或许可波段辅助接入操作。The wireless communication sub-module is configured to perform a Bluetooth communication operation or a wifi communication operation corresponding to the at least one wireless path through at least one of the radar transmission path and the radar reception path in the second time period Allowed band to assist access operations.
  12. 根据权利要求9所述的手势识别装置,其特征在于,所述通路选择模块,包括:The gesture recognition device according to claim 9, wherein the path selection module comprises:
    频段查询子模块,用于获取各个无线通路的工作频段;Frequency band query sub-module, used to obtain the working frequency band of each wireless channel;
    调用筛选子模块,用于将具有相同工作频段且未被调用的无线通路作为目标无线通路,从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The calling screening sub-module is used to use wireless channels that have the same working frequency band and have not been called as target wireless channels, determine a first preset number of target wireless channels from the target wireless channels as radar transmission channels, A second preset number of target wireless paths in the wireless paths are determined as the radar receiving paths.
  13. 根据权利要求9所述的手势识别装置,其特征在于,所述通路选择模块,包括:The gesture recognition device according to claim 9, wherein the path selection module comprises:
    性能参数子模块,用于获取各个无线通路的通路性能参数;The performance parameter sub-module is used to obtain the channel performance parameters of each wireless channel;
    性能筛选子模块,用于根据所述各个无线通路的通路性能参数,确定第三预设数量的通路性能参数最优且具有相同工作频段的无线通路作为目标无线通路;The performance screening sub-module is configured to determine, according to the channel performance parameters of each wireless channel, a third preset number of wireless channels with the best channel performance parameters and having the same working frequency band as the target wireless channel;
    目标筛选子模块,用于从所述目标无线通路中确定第一预设数量的目标无线通路作为雷达发射通路,从所述目标无线通路中确定第二预设数量的目标无线通路作为雷达接收通路。The target screening sub-module is used to determine a first preset number of target wireless paths from the target wireless paths as radar transmission paths, and determine a second preset number of target wireless paths from the target wireless paths as radar receiving paths .
  14. 根据权利要求9所述的手势识别装置,其特征在于,所述通路复用模块,包括:The gesture recognition device according to claim 9, wherein the path multiplexing module comprises:
    扫描参数子模块,用于获取雷达扫描周期以及所述雷达扫描周期内的扫描时间段;The scanning parameter sub-module is used to obtain the radar scanning period and the scanning time period within the radar scanning period;
    间歇扫描子模块,用于在每个所述雷达扫描周期中的扫描时间段,通过所述雷达发射通路和所述雷达接收通路执行手势识别操作,以及在每个所述雷达扫描周期中的非扫描时间段,通过所述雷达发射通路和所述雷达接收通路中的至少一路无线通路执行无线通信操作。The intermittent scanning sub-module is used to perform gesture recognition operations through the radar transmitting path and the radar receiving path during the scanning time period in each radar scanning period, and to perform gesture recognition operations in each radar scanning period. During the scanning time period, a wireless communication operation is performed through at least one of the radar transmitting path and the radar receiving path.
  15. 根据权利要求10所述的手势识别装置,其特征在于,所述雷达扫描子模块,具体用于在所述第一时间段,控制所述雷达发射通路发射电磁信号,以及控制所述雷达接收通路接收回波信号,并对所述回波信号进行模数转换处理,得到雷达扫描数据,其中,所述回波信号为所述电磁信号在接触到物体后反射的信号。The gesture recognition device according to claim 10, wherein the radar scanning sub-module is specifically configured to control the radar transmitting path to emit electromagnetic signals and to control the radar receiving path during the first time period An echo signal is received, and analog-to-digital conversion processing is performed on the echo signal to obtain radar scan data, where the echo signal is a signal reflected by the electromagnetic signal after contacting an object.
  16. 根据权利要求15所述的手势识别装置,其特征在于,所述雷达扫描子模块,包括:The gesture recognition device according to claim 15, wherein the radar scanning sub-module comprises:
    单频信号子模块,用于控制所述雷达发射通路发射单频连续波信号。The single-frequency signal sub-module is used to control the radar transmission path to transmit a single-frequency continuous wave signal.
  17. 一种终端设备,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时,使得终端设备实现如权利要求1至8任一项所述方法的步骤。A terminal device includes a memory, a processor, and a computer program stored in the memory and capable of running on the processor, wherein the processor executes the computer program so that the terminal device implements such as The steps of the method according to any one of claims 1 to 8.
  18. 一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,其特征在于,所述计算机程序被处理器执行时,使得终端设备实现如权利要求1至8任一项所述方法的步骤。A computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, wherein when the computer program is executed by a processor, it enables a terminal device to implement the method according to any one of claims 1 to 8 A step of.
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