WO2022205199A1 - Interference processing method and apparatus - Google Patents

Interference processing method and apparatus Download PDF

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Publication number
WO2022205199A1
WO2022205199A1 PCT/CN2021/084712 CN2021084712W WO2022205199A1 WO 2022205199 A1 WO2022205199 A1 WO 2022205199A1 CN 2021084712 W CN2021084712 W CN 2021084712W WO 2022205199 A1 WO2022205199 A1 WO 2022205199A1
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WIPO (PCT)
Prior art keywords
signal
sampling point
interference
value
threshold
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PCT/CN2021/084712
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French (fr)
Chinese (zh)
Inventor
徐磊磊
秦博雅
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华为技术有限公司
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Priority to CN202180001605.0A priority Critical patent/CN113302511B/en
Priority to PCT/CN2021/084712 priority patent/WO2022205199A1/en
Publication of WO2022205199A1 publication Critical patent/WO2022205199A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/41Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/48Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
    • G01S7/4802Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/539Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section

Definitions

  • the present application relates to the field of sensor technology, and more particularly, to an interference processing method and device.
  • Radar such as lidar, millimeter-wave radar, etc.
  • radar is a key sensor in unmanned or intelligent driving. It has been widely used in precision detection and distance detection.
  • the embodiments of the present application provide an interference processing method and apparatus, which can effectively detect interference, thereby improving the target detection rate.
  • an embodiment of the present application provides an interference processing method.
  • the method may include: an interference processing apparatus obtains a first signal, where the first signal includes multiple sampling points; the interference processing apparatus is based on the multiple sampling points The energy value of each sampling point in the points determines the variance of the first signal; the interference processing device determines that there is interference in the first signal based on the variance of the first signal and a preset first threshold.
  • the interference processing method provided by the embodiment of the present application, since the variance can describe the fluctuation of the signal, the interference signal can be better described. Therefore, through the variance of the signal and the preset first threshold, it is possible to detect the interference in the first signal. interference signal, thereby improving the target detection rate.
  • sampling value of the sampling point described in this application may also be an amplitude value.
  • the sampling value of each sampling point in this embodiment of the application is only an energy value, and the application does not limit the physical quantity of the sampling value of the sampling point. .
  • the method or apparatus provided in this application is used for detection equipment or sensors, for example, for millimeter-wave radar, lidar, ultrasonic radar, and the like.
  • the detection device described in this application may be applied to a terminal.
  • the terminal may be a means of transportation or a smart device, for example, the terminal may be a motor vehicle (such as an unmanned vehicle, a smart vehicle, an electric vehicle, a digital vehicle, etc.), a drone, a rail car, a bicycle, a traffic light, etc. .
  • the terminal may be a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a sales terminal, a vehicle-mounted computer, an augmented reality device, a virtual reality device, a wearable device, a vehicle-mounted terminal, and the like.
  • the interference processing method or apparatus provided in the embodiments of the present application may be applicable to scenarios in which target detection is performed by a detection device in application scenarios such as unmanned driving, automatic driving, intelligent driving, and connected driving.
  • the first signal described in the embodiments of the present application is a digital signal obtained by an analog-to-digital conversion of the received signal of the detection device.
  • the received signal is processed by the detection device (amplified, amplified, down-conversion and analog-to-digital conversion), the first signal may include an echo signal of the detection device, and/or an interference signal, and/or a clutter signal.
  • the echo signal mentioned in this application refers to the reflection signal of the detection signal emitted by the detection device after being reflected by the target detection object
  • the interference signal includes the detection signal emitted by other detection devices or the reflection signal of the detection signal of other detection devices
  • clutter refers to the reflection signal generated after the detection signal emitted by the detection device is emitted by the non-target detection object.
  • the clutter signal may be a ground reflection signal.
  • the detection signal may be a variety of different types of signals, which are not limited in this embodiment of the present application.
  • the detection signal may be a radar signal, such as a frequency-modulated continuous wave radar signal, and the first signal may be a digital signal in a chirp.
  • the interference processing apparatus may perform normalization processing on the energy value of each sampling point; and determine the first energy value based on the normalized energy value of each sampling point variance of the signal.
  • the first threshold or the second threshold can be preset, which saves the time for calculating the decision threshold in real time, and improves the interference detection and processing efficiency. Efficiency and easy engineering.
  • the design of the first threshold or the second threshold may be independent of the number of receiving channels, the number of antennas, and the like of the detection device.
  • the interference processing apparatus may determine whether there is interference in the first signal based on the variance of the first signal and a preset first threshold.
  • the interference processing apparatus may determine that the interference exists in the first signal; or, if the variance of the first signal is less than or equal to With the first threshold, the interference processing apparatus can determine that the interference does not exist in the first signal.
  • the interference processing apparatus may acquire the first threshold in various manners, which is not limited in this embodiment of the present application.
  • the interference processing apparatus may preconfigure the first threshold.
  • the interference processing apparatus may receive the first threshold from a second apparatus, where the second apparatus has the ability to determine the first threshold.
  • the interference processing apparatus may receive indication information from a user or a third apparatus, where the indication information is used to indicate the first threshold.
  • the method may further include: the interference processing device determines, based on the first difference value of each sampling point and a preset second threshold, a target sampling point with interference, wherein the first difference of each sampling point is A difference is the square value of the first modulus value, and the first modulus value is the absolute value of the difference between the energy value of each sampling point and the average energy value of the first signal.
  • the average energy value of the first signal refers to the average value of energy values of all or part of the sampling points in the first signal.
  • the interference processing apparatus determines a target sampling point with interference based on the first modulus value of each sampling point and a preset third threshold.
  • the number of the target sampling points may be one or more, and the plurality of sampling points in the first signal include one or more of the target sampling points, that is, one or more of the first signal.
  • Each sampling point has interference, which is not limited in this embodiment of the present application.
  • the interference processing apparatus may determine a sampling point whose first difference value is greater than the second threshold among the plurality of sampling points as the target sampling point.
  • the determined target sampling point refers to a position corresponding to a sampling point with interference, or an index corresponding to a sampling point with interference.
  • the interference processing apparatus may determine that there is interference in the first sampling point , that is, the target sampling point includes the first sampling point; if the first difference of the first sampling point is less than or equal to the second threshold, the interference processing apparatus may determine that there is no interference at the first sampling point.
  • the interference processing apparatus may determine that there is interference at the first sampling point.
  • the method may further include: the interference processing apparatus performs anti-interference processing on the first signal based on the target sampling point.
  • the interference processing apparatus may locate the at least one target sampling point based on the index of the target sampling point, and correct the interference value of the target sampling point from the first signal to perform anti-interference deal with.
  • the interference processing apparatus may reconstruct the sampled value of the target sampling point by using the sampled values corresponding to some or all of the sampling points without interference, so as to realize the anti-interference processing of the target sampling point.
  • performing anti-interference processing on the target sampling point in the first signal can correct the sampling value of the target sampling point in the first signal, thereby reducing interference as much as possible to improve the Detection reliability.
  • the first signal may be a time domain signal or a frequency domain signal, which is not limited in this embodiment of the present application.
  • cross-slope interference when the first signal is a time-domain signal, cross-slope interference can be suppressed based on the above interference processing method.
  • the cross-slope interference mentioned in this application means that the rate of change of the frequency of the echo signal in the first signal over time is different from the rate of change of the frequency of the interference signal over time.
  • the same-slope interference can be suppressed based on the above interference processing method.
  • the same-slope interference mentioned in this application means that the rate of change of the frequency of the echo signal in the first signal over time is the same as the rate of change of the frequency of the interference signal over time.
  • the first signal first suppresses cross-slope interference in the time domain based on the above interference processing method; and then converts to the frequency domain to suppress the same slope interference based on the above interference processing method.
  • the first signal may be converted from a time-domain signal to a frequency-domain signal through fast Fourier transform conversion.
  • the method may further include performing subsequent processing based on the received signal after anti-interference processing.
  • the interference processing apparatus performs target detection based on the received signal after anti-interference processing.
  • an embodiment of the present application further provides an interference processing apparatus, configured to execute the method described in the first aspect or any possible implementation manner thereof.
  • the interference processing apparatus may include a unit for performing the method described in the first aspect or any possible implementation manner thereof.
  • an embodiment of the present application further provides an interference processing apparatus, the apparatus includes: at least one processor, when the at least one processor executes program codes or instructions, the above-mentioned first aspect or any possible implementation thereof is implemented method described in the method.
  • the interference processing apparatus may further include at least one memory for storing the program code or instruction.
  • an embodiment of the present application further provides a chip, including: an input interface, an output interface, and at least one processor.
  • the chip further includes a memory.
  • the at least one processor is configured to execute the code in the memory, and when the at least one processor executes the code, the chip implements the method described in the first aspect or any possible implementation manner thereof.
  • the above chip may also be an integrated circuit.
  • an embodiment of the present application further provides a detection device, including a transmitting antenna unit, a receiving antenna unit, and the interference processing device described in the second or third aspect above or the chip described in the fourth aspect.
  • an embodiment of the present application further provides a terminal, where the terminal includes the detection device described in the fifth aspect.
  • the terminal is a vehicle.
  • the present application further provides a computer-readable storage medium for storing a computer program, where the computer program includes a method for implementing the above-mentioned first aspect or any possible implementation manners thereof.
  • the embodiments of the present application further provide a computer program product including instructions, which, when run on a computer, enables the computer to implement the method described in the first aspect or any possible implementation manner thereof.
  • interference processing method, interference processing device, computer storage medium, computer program product, chip, and terminal are all used to execute the interference processing method provided above. Therefore, for the beneficial effects that can be achieved, reference may be made to the above. The beneficial effects of the provided interference processing method will not be repeated here.
  • FIG. 1 provides a schematic diagram of an application scenario of an embodiment of the present application
  • FIG. 2 provides a schematic block diagram of a detection device 200 according to an embodiment of the present application
  • FIG. 3 provides a schematic flowchart of an interference processing method 300 according to an embodiment of the present application
  • FIG. 4 provides a schematic flowchart of an interference processing method 400 according to an embodiment of the present application.
  • FIG. 5 provides a schematic block diagram of an interference processing apparatus 500 according to an embodiment of the present application.
  • FIG. 6 provides a schematic block diagram of an interference processing apparatus 600 according to an embodiment of the present application.
  • FIG. 7 provides a schematic block diagram of a chip 700 according to an embodiment of the present application.
  • the mean value of the signal can be calculated by the following formula (1):
  • the variance of the signal can be calculated by the following formula (2):
  • ⁇ 2 represents the variance of the signal
  • x i represents the energy value of the ith sampling point
  • N represents the number of sampling points.
  • the sampling value of the sampling point described in this application can also be an amplitude value.
  • the amplitude value of the sampling point can be converted into an energy value through the following formula 3 and formula 4.
  • the physical quantity is not limited.
  • the energy value of the sampling point in the time domain signal can be calculated by the following formula (3):
  • E i represents the energy value of the ith sampling point
  • a i represents the amplitude value of the ith sampling point
  • the energy value of the sampling point in the frequency domain signal can be calculated by the following formula (4):
  • E i represents the energy value of the ith sampling point
  • R i represents the real part of the amplitude value corresponding to the ith sampling point
  • I i represents the imaginary part of the amplitude value corresponding to the ith sampling point.
  • the interference processing method or device provided by the present application may be applicable to scenarios in which target detection is performed by detection equipment through detection signals in application scenarios such as unmanned driving, automatic driving, intelligent driving, and connected driving.
  • the method or apparatus provided in this application is used for detection equipment or sensors, for example, for millimeter-wave radar, lidar, ultrasonic radar, and the like.
  • the detection device described in this application may be applied to a terminal.
  • the terminal described in this application may be a transportation tool or a smart device.
  • the terminal can be a motor vehicle (such as an unmanned vehicle, a smart vehicle, an electric vehicle, a digital vehicle, etc.), a drone, a rail car, a bicycle, a traffic light, and the like.
  • the terminal may be a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a sales terminal, a vehicle-mounted computer, an augmented reality device, a virtual reality, a wearable device, a vehicle-mounted terminal, and the like.
  • the received signal of the detection device described in this application may include echo signals and/or interference signals.
  • the received signal of the detection device may also include a clutter signal.
  • the echo signal mentioned in this application refers to the reflection signal of the detection signal emitted by the detection device after being reflected by the target detection object, and the interference signal includes the detection signal emitted by other detection devices or the reflection signal of the detection signal of other detection devices.
  • the wave signal refers to the reflection signal generated after the detection signal emitted by the detection device is emitted by the non-target detection object.
  • the clutter signal may be a ground reflection signal.
  • FIG. 1 shows a schematic diagram of an application scenario provided by an embodiment of the present application.
  • detection device 2 when detection device 1 performs target detection through detection signal 1 , detection device 2 performs target detection through detection signal 2 .
  • the received signal 1 of the detection device 1 may also include an interference signal 1, wherein the echo signal 1 corresponds to the target detection object 1 of the detection device 1, and the interference signal 1 may Including the detection signal 2 of the detection device 2; correspondingly, the received signal 2 of the detection device 2 may include, in addition to the echo signal 2, an interference signal 2, wherein the echo signal 2 corresponds to the detection device 2
  • the interference signal 2 includes the detection signal 1 of the detection device 1 .
  • the above received signal 1 or received signal 2 may also include clutter signals.
  • the detection device 1 in the received signal 1 of the detection device 1, in addition to the echo signal 1 corresponding to the target detection object 1, there is also an interference signal 1. If the target detection is directly based on the received signal 1, it may cause The target detection rate is low, and the false alarm rate is high. Therefore, it is necessary to remove the interference signal 1 in the received signal 1 first, and then perform the target detection, so that the target detection rate can be improved and the false alarm rate can be reduced.
  • the prior art usually calculates the average energy value of the received signal 1 in the time domain and the frequency domain in sequence; the detection threshold is set based on the energy average value, for example, the energy average value can be The product of the preset threshold coefficient is set as the detection threshold; based on the interference processing threshold, determine whether each sampling point in the received signal 1 has interference; based on the judgment result, perform anti-interference processing on the received signal 1 .
  • Embodiments of the present application provide an interference processing method and apparatus, which can detect interference in a received signal, thereby improving a target detection rate.
  • FIG. 2 shows a schematic block diagram of a detection device 200 provided by an embodiment of the present application.
  • the detection device 200 may include a transmit antenna unit 210, a receive antenna unit 220, and an interference processing apparatus 230, wherein the transmit The antenna unit 210 and the receiving antenna unit 220 are respectively coupled with the interference processing device 230 (including direct coupling or indirect coupling).
  • the transmit antenna unit 210 is used for transmitting probe signals.
  • the receiving antenna unit 220 is used for receiving a signal.
  • the digital signal after the received signal is processed by analog-to-digital conversion of the detection device is a first signal, and the first signal may include a plurality of sampling points; to the interference processing device 230 The first signal is sent.
  • the transmitting antenna unit 210 may include at least one first array element, wherein, when the number of the at least one first array element is multiple, the multiple first array elements may be arranged in an array .
  • the receiving antenna unit 220 may include at least one second array element, a low noise amplifier, a de-slope circuit and an analog-to-digital conversion circuit, wherein when the number of the at least one second array element is large At the time, a plurality of second array elements may be arranged in an array.
  • the first signal may be understood as a digital signal received and processed by the receiving antenna unit 220, and the first signal may include the echo signal and/or an interference signal.
  • the first signal may also include a clutter signal.
  • the interference processing device 230 is configured to perform interference processing on the first signal based on the interference processing method provided in the embodiment of the present application, so as to determine whether there is interference in the first signal.
  • the interference processing device 230 is further configured to perform anti-interference processing on the first signal; and perform target detection based on the anti-interference processed first signal. In this way, the influence of interference on the target detection result can be reduced, thereby improving the target detection rate and reducing the false alarm rate.
  • FIG. 3 shows an interference processing method 300 provided by an embodiment of the present application.
  • the method 300 may be applied to the application scenario shown in FIG. 1 , and may be applied to the detection device 200 shown in FIG.
  • the interference processing device 230 in 200 executes.
  • the method 300 may include the following steps S310-S330.
  • the interference processing apparatus acquires a first signal, where the first signal includes multiple sampling points.
  • the first signal may be understood as a digital signal received and processed by the detection device, and the first signal may include echo signals and interference signals.
  • the first signal may also include a clutter signal.
  • the detection signal may be a variety of different types of signals, which are not limited in this embodiment of the present application.
  • the detection signal may be a radar signal.
  • a frequency modulated continuous wave radar (frequency modulated continuous wave, FMCW) signal for example, the first signal may be a digital signal in a chirp.
  • the interference processing apparatus determines the variance of the first signal based on the energy value of each sampling point in the plurality of sampling points.
  • the interference processing apparatus may perform normalization processing on the energy value of each sampling point; accordingly, S320 may be: the interference processing apparatus is based on the normalization processing of each sampling point After the energy value, the variance of the first signal is determined.
  • the interference processing apparatus determines that there is interference in the first signal based on the variance of the first signal and a preset first threshold.
  • the interference processing apparatus may determine whether there is interference in the first signal based on the variance of the first signal and a preset first threshold.
  • the interference processing apparatus may determine that the interference exists in the first signal; or, if the variance of the first signal is less than or equal to With the first threshold, the interference processing apparatus can determine that the interference does not exist in the first signal.
  • the interference processing apparatus may acquire the first threshold in various manners, which is not limited in this embodiment of the present application.
  • the interference processing apparatus may preconfigure the first threshold.
  • the interference processing apparatus may receive the first threshold from a second apparatus, where the second apparatus has the ability to determine the first threshold.
  • the interference processing apparatus may receive indication information from a user or a third apparatus, where the indication information is used to indicate the first threshold.
  • the interference processing method since the variance can describe the fluctuation of the signal, the interference existing in the first signal can be detected through the variance of the signal and the preset first threshold, thereby improving the target detection rate .
  • the method 300 may further include S340.
  • the interference processing apparatus determines a target sampling point where the interference exists based on the first difference value of each sampling point and a preset second threshold, wherein the first difference value of each sampling point is a first modulus The square value of the value, the first modulus value is the difference between the energy value of each sampling point and the average energy value of the first signal.
  • determining the target sampling point described in S340 may include determining the position and/or index corresponding to the target sampling point.
  • the first signal includes 10 sampling points, and the indices corresponding to the 10 sampling points are respectively: sampling point 1, sampling point 2... each sampling point.
  • the number of the target sampling points may be one or more, and the plurality of sampling points in the first signal include one or more of the target sampling points, which is not limited in this embodiment of the present application.
  • the interference processing apparatus may determine the average energy value of the first signal based on the above formula 1.
  • the interference processing apparatus may determine a sampling point whose first difference value is greater than the second threshold among the plurality of sampling points as the target sampling point.
  • the interference processing apparatus may determine that there is an existence at the first sampling point interference, that is, the target sampling point includes the first sampling point; if the first difference of the first sampling point is less than or equal to the second threshold, the interference processing apparatus may determine that there is no interference at the first sampling point.
  • the interference processing apparatus may determine that there is interference at the first sampling point.
  • sampling point 4 takes the sampling point included in the first signal and the first difference between each sampling point as shown in Table 1 as an example, as shown in Table 1, sampling point 4, sampling point 5 and sampling point 6 are the target sampling points .
  • Table 1 only schematically shows that the first signal includes 10 sampling points, that is, sampling point 1 to sampling point 10, and the first difference at each sampling point, but the embodiment of the present application does not Limited to this, in the actual use process, the target sampling point can be determined according to the actual value and referring to the method shown in Table 1.
  • the interference processing method provided by the embodiment of the present application, by comparing the first difference value of each sampling point with the preset second threshold, and further judging the target sampling point with interference, the judgment granularity of interference processing can be improved, thereby improving the Accuracy of interference handling.
  • the method 300 may further include S350.
  • the interference processing apparatus performs anti-interference processing on the first signal based on the target sampling point.
  • the interference processing apparatus may locate the at least one target sampling point based on the index of the target sampling point, and correct the interference value of the target sampling point from the first signal to perform anti-interference deal with.
  • the interference processing apparatus may reconstruct the sampled value of the target sampling point by using the sampled values corresponding to some or all of the sampling points without interference, so as to realize the anti-interference processing of the target sampling point.
  • performing anti-interference processing on the target sampling point in the first signal can reconstruct the sampling value of the target sampling point in the first signal, thereby reducing interference as much as possible, to improve the reliability of detection.
  • the first signal may be a time domain signal or a frequency domain signal, which is not limited in this embodiment of the present application.
  • cross-slope interference can be suppressed based on the foregoing S310-S350.
  • the same-slope interference can be suppressed based on the foregoing S310-S350.
  • the first signal first suppresses cross-slope interference in the time domain based on the above S310-S350;
  • a (one-dimensional) fast Fourier transform (fast fourier transformation, FFT) conversion may be used to convert the first signal from a time-domain signal to a frequency-domain signal.
  • FFT fast fourier transformation
  • the method 300 may further include performing subsequent processing based on the anti-interference processed first signal.
  • the interference processing apparatus performs target detection based on the first signal after anti-interference processing.
  • the target detection is performed based on the first signal after anti-interference processing, which is beneficial to improve the target detection rate.
  • FIG. 4 shows an interference processing method 400 provided by an embodiment of the present application.
  • the method 400 may be applied to the application scenario shown in FIG. 1 , and may be applied to the detection device shown in FIG. 2 . 200, and executed by the interference processing device 230 in the system 200.
  • the detection device is an FMCW radar.
  • the method 400 may include the following steps S401 to S411.
  • the jth signal is a signal in the jth period (chirp) of the first digital signal.
  • the first digital signal is a digital signal which is processed by analog-to-digital conversion of the received signal of the detection device, for example, the first digital signal is a frame of digital signal.
  • the first digital signal includes M chirp signals, respectively corresponding to the jth signal, where 1 ⁇ j ⁇ M.
  • S405 Calculate the square value of the first modulus value corresponding to the ith sampling point in the N sampling points, where the first modulus value is the energy value of the ith sampling point in the N sampling points and the energy mean value of the jth signal The absolute value of the difference.
  • S406 is the square value greater than the preset threshold 2? If yes, execute S407; if not, execute S408.
  • S403 to S410 may be executed only in the time domain; or, only in the frequency domain; or, firstly executed in the time domain, and then executed in the frequency domain, which is not limited in this embodiment of the present application.
  • the interference processing method provided by the embodiments of the present application is introduced with reference to FIG. 3 and FIG. 4 , and an interference processing apparatus for executing the above interference processing method will be described below with reference to FIG. 5 and FIG. 6 .
  • the interference processing apparatus may be the interference processing apparatus described in the embodiment of the foregoing method 300, and can execute the method performed by the interference processing apparatus in the foregoing method 300; or, the interference processing apparatus may be the foregoing method
  • the interference processing apparatus described in the embodiment 400 can execute the method performed by the interference processing apparatus in the foregoing method 400 .
  • the interference processing apparatus includes corresponding hardware and/or software modules for executing each function.
  • the present application can be implemented in hardware or in the form of a combination of hardware and computer software in conjunction with the algorithm steps of each example described in conjunction with the embodiments disclosed herein. Whether a function is performed by hardware or computer software driving hardware depends on the specific application and design constraints of the technical solution. Those skilled in the art may use different methods to implement the described functionality for each particular application in conjunction with the embodiments, but such implementations should not be considered beyond the scope of this application.
  • the interference processing apparatus may be divided into functional modules according to the foregoing method examples.
  • each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module.
  • the above-mentioned integrated modules can be implemented in the form of hardware. It should be noted that, the division of modules in this embodiment is schematic, and is only a logical function division, and there may be other division manners in actual implementation.
  • FIG. 5 shows a possible schematic composition diagram of the interference processing apparatus involved in the above embodiment.
  • the apparatus 500 may include: an obtaining unit 510 and a processing unit 520, the acquiring unit 510 is configured to acquire the first signal or the jth signal in the above method embodiments, the processing unit 520 may implement the method performed by the interference processing apparatus in the above method embodiments, and/or use Other procedures for the techniques described herein.
  • the apparatus 500 may include a processing unit, a storage unit, and a communication unit.
  • the processing unit may be used to control and manage the actions of the apparatus 500, for example, may be used to support the apparatus 500 to perform the steps performed by the above units.
  • the storage unit may be used to support the apparatus 500 to execute stored program codes, and/or data, and the like.
  • the communication unit may be used to support communication of the apparatus 500 with other devices.
  • the processing unit may be a processor or a controller. It may implement or execute the various exemplary logical blocks, modules and circuits described in connection with this disclosure.
  • the processor may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of digital signal processing (DSP) and a microprocessor, and the like.
  • the storage unit may be a memory.
  • the communication unit may specifically be a device that interacts with other electronic devices, such as a radio frequency circuit, a Bluetooth chip, and a Wi-Fi chip.
  • the interference processing apparatus involved in this embodiment of the present application may be an apparatus 600 having the structure shown in FIG. 6 , where the apparatus 600 includes a processor 610 .
  • the related functions implemented by the acquiring unit 510 and the processing unit 520 in FIG. 5 may be implemented by the processor 610 .
  • the apparatus 600 may further include a memory 620, and the processor 610 and the memory 620 communicate with each other through an internal connection path.
  • the related functions implemented by the storage unit in FIG. 5 can be implemented by the memory 620 .
  • Embodiments of the present application further provide a computer storage medium, where computer instructions are stored in the computer storage medium, and when the computer instructions are executed on an electronic device, the electronic device executes the above-mentioned related method steps to implement the interference processing method in the above-mentioned embodiments .
  • Embodiments of the present application further provide a computer program product, which, when the computer program product runs on a computer, causes the computer to execute the above-mentioned relevant steps, so as to implement the interference processing method in the above-mentioned embodiment.
  • Embodiments of the present application further provide an interference device, and the device may specifically be a chip, an integrated circuit, a component, or a module.
  • the apparatus may include an associated processor and a memory for storing instructions, or the apparatus may include at least one processor for retrieving instructions from an external memory.
  • the processor can execute the instructions, so that the chip executes the interference processing methods in the foregoing method embodiments.
  • FIG. 7 shows a schematic structural diagram of a chip 700 .
  • Chip 700 includes one or more processors 710 and interface circuits 720 .
  • the chip 700 may further include a bus 730 .
  • the processor 710 may be an integrated circuit chip with signal processing capability. In the implementation process, each step of the above-mentioned method 200 may be completed by an integrated logic circuit of hardware in the processor 710 or instructions in the form of software.
  • the above-mentioned processor 710 may be a general-purpose processor, a digital signal processing (digital signal processing, DSP) device, an integrated circuit (application specific integrated circuit, ASIC), a field-programmable gate array (field-programmable gate array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components.
  • DSP digital signal processing
  • ASIC application specific integrated circuit
  • FPGA field-programmable gate array
  • a general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
  • the interface circuit 720 can be used to send or receive data, instructions or information.
  • the processor 710 can use the data, instructions or other information received by the interface circuit 720 to perform processing, and can send the processing completion information through the interface circuit 720.
  • the chip further includes a memory, which may include a read-only memory and a random access memory, and provides operation instructions and data to the processor.
  • a portion of the memory may also include non-volatile random access memory (NVRAM).
  • NVRAM non-volatile random access memory
  • the memory stores executable software modules or data structures
  • the processor may execute corresponding operations by calling operation instructions stored in the memory (the operation instructions may be stored in the operating system).
  • the chip may be used in the interference processing apparatus, detection device, or terminal involved in the embodiments of the present application.
  • the interface circuit 720 may be used to output the execution result of the processor 710 .
  • processor 710 and the interface circuit 720 can be implemented by hardware design, software design, or a combination of software and hardware, which is not limited here.
  • Embodiments of the present application further provide a detection device, where the detection device may include a transmit antenna unit, a receive antenna unit, and an interference processing apparatus provided by an embodiment of the present application (such as the apparatus 500 described in FIG. 5 above or the device described in FIG. 6 ). device 600 or device 700 described in FIG. 7 ).
  • An embodiment of the present application further provides a terminal, where the terminal may be a transportation tool or a smart device, and the transportation tool or the smart device includes the above-mentioned detection device.
  • the terminal is a vehicle on which the above-mentioned detection device is included.
  • interference processing device computer storage medium, computer program product, chip or terminal provided in this embodiment are all used to execute the corresponding method provided above. Therefore, for the beneficial effects that can be achieved, please refer to the above The beneficial effects in the corresponding method provided in this article will not be repeated here.
  • the size of the sequence numbers of the above-mentioned processes does not mean the sequence of execution, and the execution sequence of each process should be determined by its functions and internal logic, and should not be dealt with in the embodiments of the present application. implementation constitutes any limitation.
  • the disclosed system, apparatus and method may be implemented in other manners.
  • the apparatus embodiments described above are only illustrative.
  • the division of the units is only a logical function division. In actual implementation, there may be other division methods.
  • multiple units or components may be combined or Can be integrated into another system, or some features can be ignored, or not implemented.
  • the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of 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 components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.
  • each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit.
  • the functions, if implemented in the form of software functional units and sold or used as independent products, may be stored in a computer-readable storage medium.
  • the technical solution of the present application can be embodied in the form of a software product in essence, or the part that contributes to the prior art or the part of the technical solution.
  • the computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present application.
  • the aforementioned storage medium includes: U disk, mobile hard disk, read only memory (ROM), random access memory (random access memory, RAM), magnetic disk or optical disk and other media that can store program codes.

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Abstract

Provided are an interference processing method and apparatus capable of processing interference, thereby improving the target detection rate. The method may comprise: obtaining a first signal, the first signal comprising a plurality of sampling points (S310); determining a variance of the first signal on the basis of an energy value of each of the plurality of sampling points (S320); and on the basis of the variance of the first signal and a preset first threshold, determining that interference exists in the first signal (S330).

Description

一种干扰处理方法和装置A kind of interference processing method and device 技术领域technical field
本申请涉及传感器技术领域,并且更具体地,涉及一种干扰处理方法和装置。The present application relates to the field of sensor technology, and more particularly, to an interference processing method and device.
背景技术Background technique
随着社会的发展和科技的进步,智能汽车正在逐步进入人们的日常生活。传感器在智能汽车的无人驾驶或者智能驾驶中发挥着十分重要的作用,雷达(如激光雷达、毫米波雷达等)作为无人驾驶或者智能驾驶中的关键传感器,在无人驾驶或者智能驾驶过程中的精度探测和距离探测上得到了广泛的使用。With the development of society and the advancement of science and technology, smart cars are gradually entering people's daily life. Sensors play a very important role in the unmanned or intelligent driving of smart cars. Radar (such as lidar, millimeter-wave radar, etc.) is a key sensor in unmanned or intelligent driving. It has been widely used in precision detection and distance detection.
然而,在实际应用中,不同的探测设备发射的探测信号之间可能产生相互干扰。However, in practical applications, mutual interference may occur between detection signals transmitted by different detection devices.
因此,需要提供一种干扰处理方法,能够有效检测干扰,从而提高目标检测率。Therefore, it is necessary to provide an interference processing method, which can effectively detect the interference, thereby improving the target detection rate.
发明内容SUMMARY OF THE INVENTION
本申请实施例提供一种干扰处理方法和装置,能够有效检测干扰,从而提高目标检测率。The embodiments of the present application provide an interference processing method and apparatus, which can effectively detect interference, thereby improving the target detection rate.
第一方面,本申请实施例提供了一种干扰处理方法,该方法可以包括:干扰处理装置获取第一信号,所述第一信号包括多个采样点;该干扰处理装置基于所述多个采样点中的每个采样点的能量值,确定所述第一信号的方差;该干扰处理装置基于所述第一信号的方差和预设的第一门限,确定所述第一信号中存在干扰。In a first aspect, an embodiment of the present application provides an interference processing method. The method may include: an interference processing apparatus obtains a first signal, where the first signal includes multiple sampling points; the interference processing apparatus is based on the multiple sampling points The energy value of each sampling point in the points determines the variance of the first signal; the interference processing device determines that there is interference in the first signal based on the variance of the first signal and a preset first threshold.
可见,采用本申请实施例提供的干扰处理方法,由于方差能够描述信号的波动情况,更好的刻画干扰信号,因此,通过信号的方差和预设的第一门限,能够检测出第一信号中的干扰信号,从而提高目标检测率。It can be seen that, by using the interference processing method provided by the embodiment of the present application, since the variance can describe the fluctuation of the signal, the interference signal can be better described. Therefore, through the variance of the signal and the preset first threshold, it is possible to detect the interference in the first signal. interference signal, thereby improving the target detection rate.
可选的,本申请所述的采样点的采样值还可以是幅度值,本申请实施例各个采样点的采样值为能量值仅为示例,本申请对采样点的采样值的物理量不做限制。Optionally, the sampling value of the sampling point described in this application may also be an amplitude value. The sampling value of each sampling point in this embodiment of the application is only an energy value, and the application does not limit the physical quantity of the sampling value of the sampling point. .
可选地,本申请提供的方法或装置用于探测设备或者传感器,例如,用于毫米波雷达,激光雷达,超声波雷达等。Optionally, the method or apparatus provided in this application is used for detection equipment or sensors, for example, for millimeter-wave radar, lidar, ultrasonic radar, and the like.
可选地,本申请所述的探测设备可以应用于终端。示例的,该终端可以为运输工具或者智能设备,例如,该终端可以为机动车辆(如无人车、智能车、电动车、数字汽车等)、无人机、轨道车、自行车、交通灯等。又例如:该终端可以为手机、平板电脑、笔记本电脑、个人数字助理、销售终端、车载电脑、增强现实设备、虚拟现实、可穿戴设备、车载终端等。Optionally, the detection device described in this application may be applied to a terminal. For example, the terminal may be a means of transportation or a smart device, for example, the terminal may be a motor vehicle (such as an unmanned vehicle, a smart vehicle, an electric vehicle, a digital vehicle, etc.), a drone, a rail car, a bicycle, a traffic light, etc. . For another example, the terminal may be a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a sales terminal, a vehicle-mounted computer, an augmented reality device, a virtual reality device, a wearable device, a vehicle-mounted terminal, and the like.
可选地,本申请实施例提供的干扰处理方法或装置可以适用于无人驾驶、自动驾驶、智能驾驶、网联驾驶等应用场景下通过探测设备进行目标检测的场景。Optionally, the interference processing method or apparatus provided in the embodiments of the present application may be applicable to scenarios in which target detection is performed by a detection device in application scenarios such as unmanned driving, automatic driving, intelligent driving, and connected driving.
在一种可能的实现方式中,本申请实施例中所述的第一信号,为探测设备的接收信号经过模数转换后的数字信号,示例的,该接收信号为探测设备处理(经放大、下变频以及 模数转换)后的数字信号,该第一信号可以包括该探测设备的回波信号,和/或干扰信号,和/或杂波信号。In a possible implementation manner, the first signal described in the embodiments of the present application is a digital signal obtained by an analog-to-digital conversion of the received signal of the detection device. For example, the received signal is processed by the detection device (amplified, amplified, down-conversion and analog-to-digital conversion), the first signal may include an echo signal of the detection device, and/or an interference signal, and/or a clutter signal.
本申请所述的回波信号指的是该探测设备发射的探测信号经目标探测物反射后的反射信号,干扰信号包括其它探测设备发射的探测信号或者其他探测设备探测信号的反射信号,杂波信号指的是该探测设备发射的探测信号经非目标探测物发射后产生的反射信号,如该杂波信号可以是地面反射信号。The echo signal mentioned in this application refers to the reflection signal of the detection signal emitted by the detection device after being reflected by the target detection object, and the interference signal includes the detection signal emitted by other detection devices or the reflection signal of the detection signal of other detection devices, clutter The signal refers to the reflection signal generated after the detection signal emitted by the detection device is emitted by the non-target detection object. For example, the clutter signal may be a ground reflection signal.
可选地,该探测信号可以为多种不同类型的信号,本申请实施例对此不作限定。Optionally, the detection signal may be a variety of different types of signals, which are not limited in this embodiment of the present application.
在一种可能的实现方式中,该探测信号可以为雷达信号,例如调频连续波雷达信号,第一信号可以为一个chirp内的数字信号。In a possible implementation manner, the detection signal may be a radar signal, such as a frequency-modulated continuous wave radar signal, and the first signal may be a digital signal in a chirp.
在一种可能的实现方式中,该干扰处理装置可以对该每个采样点的能量值进行归一化处理;并基于该每个采样点的归一化处理后的能量值,确定该第一信号的方差。In a possible implementation manner, the interference processing apparatus may perform normalization processing on the energy value of each sampling point; and determine the first energy value based on the normalized energy value of each sampling point variance of the signal.
可见,通过采用本申请实施例提供的归一化处理,可以将所述的第一门限或者所述的第二门限预先设置好,节省了实时计算判决门限的时间,提高了干扰检测和处理的效率,也便于工程实现。当该干扰处理方法或者装置用于探测装置时,所述的第一门限或者所述的第二门限的设计可以独立于探测设备的接收通道数,天线数等。It can be seen that by using the normalization processing provided by the embodiment of the present application, the first threshold or the second threshold can be preset, which saves the time for calculating the decision threshold in real time, and improves the interference detection and processing efficiency. Efficiency and easy engineering. When the interference processing method or device is used in a detection device, the design of the first threshold or the second threshold may be independent of the number of receiving channels, the number of antennas, and the like of the detection device.
可选地,该干扰处理装置可以基于该第一信号的方差和预设的第一门限,确定该第一信号中是否存在干扰。Optionally, the interference processing apparatus may determine whether there is interference in the first signal based on the variance of the first signal and a preset first threshold.
在一种可能的实现方式中,若该第一信号的方差大于该第一门限,则该干扰处理装置可以确定该第一信号中存在该干扰;或者,若该第一信号的方差小于或等于该第一门限,则该干扰处理装置可以确定该第一信号中不存在该干扰。In a possible implementation manner, if the variance of the first signal is greater than the first threshold, the interference processing apparatus may determine that the interference exists in the first signal; or, if the variance of the first signal is less than or equal to With the first threshold, the interference processing apparatus can determine that the interference does not exist in the first signal.
可选地,该干扰处理装置可以通过多种方式获取该第一门限,本申请实施例对此不作限定。Optionally, the interference processing apparatus may acquire the first threshold in various manners, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该干扰处理装置可以预先配置该第一门限。In a possible implementation manner, the interference processing apparatus may preconfigure the first threshold.
在另一种可能的实现方式中,该干扰处理装置可以接收来自第二装置的该第一门限,其中,该第二装置具有确定该第一门限的能力。In another possible implementation manner, the interference processing apparatus may receive the first threshold from a second apparatus, where the second apparatus has the ability to determine the first threshold.
在又一种可能的实现方式中,该干扰处理装置可以接收来自用户或者第三装置的指示信息,该指示信息用于指示该第一门限。In another possible implementation manner, the interference processing apparatus may receive indication information from a user or a third apparatus, where the indication information is used to indicate the first threshold.
可选地,该方法还可以包括:该干扰处理装置基于该每个采样点的第一差值和预设的第二门限,确定存在干扰的目标采样点,其中,该每个采样点的第一差值为第一模值的平方值,该第一模值为每个采样点的能量值与该第一信号的能量均值之间差值的绝对值。其中,所述第一信号的能量均值指的是第一信号中全部或者部分采样点的能量值的平均值。可选地,该干扰处理装置基于该每个采样点的第一模值和预设的第三门限,确定存在干扰的目标采样点。Optionally, the method may further include: the interference processing device determines, based on the first difference value of each sampling point and a preset second threshold, a target sampling point with interference, wherein the first difference of each sampling point is A difference is the square value of the first modulus value, and the first modulus value is the absolute value of the difference between the energy value of each sampling point and the average energy value of the first signal. Wherein, the average energy value of the first signal refers to the average value of energy values of all or part of the sampling points in the first signal. Optionally, the interference processing apparatus determines a target sampling point with interference based on the first modulus value of each sampling point and a preset third threshold.
可选地,该目标采样点的数量可以为一个或多个,该第一信号中的该多个采样点包括一个或多个该目标采样点,也即是该第一信号中的一个或者多个采样点存在干扰,本申请实施例对此不作限定。Optionally, the number of the target sampling points may be one or more, and the plurality of sampling points in the first signal include one or more of the target sampling points, that is, one or more of the first signal. Each sampling point has interference, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该干扰处理装置可以将该多个采样点中第一差值大于该第二门限的采样点,确定为该目标采样点。其中,确定的目标采样点是指存在干扰的采样点对应的位置,或者说是存在干扰的采样点对应的索引。In a possible implementation manner, the interference processing apparatus may determine a sampling point whose first difference value is greater than the second threshold among the plurality of sampling points as the target sampling point. The determined target sampling point refers to a position corresponding to a sampling point with interference, or an index corresponding to a sampling point with interference.
也就是说,以该多个采样点中的第一采样点为例,若该第一采样点的第一差值大于该第二门限,则该干扰处理装置可以确定该第一采样点存在干扰,即该目标采样点包括该第一采样点;若该第一采样点的第一差值小于或等于该第二门限,则该干扰处理装置可以确定该第一采样点处不存在干扰。可选的,若该第一采样点的第一差值大于或等于该第二门限,则该干扰处理装置可以确定该第一采样点存在干扰。That is to say, taking the first sampling point among the plurality of sampling points as an example, if the first difference of the first sampling point is greater than the second threshold, the interference processing apparatus may determine that there is interference in the first sampling point , that is, the target sampling point includes the first sampling point; if the first difference of the first sampling point is less than or equal to the second threshold, the interference processing apparatus may determine that there is no interference at the first sampling point. Optionally, if the first difference of the first sampling point is greater than or equal to the second threshold, the interference processing apparatus may determine that there is interference at the first sampling point.
可见,采用本申请实施例提供的干扰处理方法,通过比较该每个采样点的第一差值和预设的第二门限,进一步判断存在干扰的目标采样点,能够提高干扰处理的判断粒度,从而提高干扰处理的精确性。It can be seen that, by using the interference processing method provided by the embodiment of the present application, by comparing the first difference value of each sampling point with the preset second threshold, and further judging the target sampling point with interference, the judgment granularity of interference processing can be improved, Thus, the accuracy of interference processing is improved.
可选地,该方法还可以包括:该干扰处理装置基于该目标采样点,对该第一信号进行抗干扰处理。Optionally, the method may further include: the interference processing apparatus performs anti-interference processing on the first signal based on the target sampling point.
在一种可能的实现方式中,该干扰处理装置可以基于该目标采样点的索引,定位该至少一个目标采样点,并从该第一信号中修正该目标采样点的干扰值,以进行抗干扰处理。In a possible implementation manner, the interference processing apparatus may locate the at least one target sampling point based on the index of the target sampling point, and correct the interference value of the target sampling point from the first signal to perform anti-interference deal with.
例如:该干扰处理装置可以采用不存在干扰的部分或者全部采样点对应的采样值重构该目标采样点的采样值,以实现对该目标采样点的抗干扰处理。For example, the interference processing apparatus may reconstruct the sampled value of the target sampling point by using the sampled values corresponding to some or all of the sampling points without interference, so as to realize the anti-interference processing of the target sampling point.
可见,采用本申请实施例提供的干扰处理方法,对该第一信号中的目标采样点进行抗干扰处理,能够纠正该第一信号中的目标采样点的采样值,从而尽可能降低干扰以提高探测的可靠性。It can be seen that, using the interference processing method provided by the embodiment of the present application, performing anti-interference processing on the target sampling point in the first signal can correct the sampling value of the target sampling point in the first signal, thereby reducing interference as much as possible to improve the Detection reliability.
可选地,该第一信号可以为时域信号或者频域信号,本申请实施例对此不作限定。Optionally, the first signal may be a time domain signal or a frequency domain signal, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该第一信号为时域信号时,基于上述干扰处理方法可以抑制交叉斜率干扰。本申请所述的交叉斜率干扰是指,第一信号中回波信号频率随时间的变化率和干扰信号的频率随时间的变化率不同。In a possible implementation manner, when the first signal is a time-domain signal, cross-slope interference can be suppressed based on the above interference processing method. The cross-slope interference mentioned in this application means that the rate of change of the frequency of the echo signal in the first signal over time is different from the rate of change of the frequency of the interference signal over time.
在另一种可能的实现方式中,该第一信号为频域信号时,基于上述干扰处理方法可以抑制同斜率干扰。本申请所述的同斜率干扰是指,第一信号中回波信号频率随时间的变化率和干扰信号的频率随时间的变化率相同。In another possible implementation manner, when the first signal is a frequency domain signal, the same-slope interference can be suppressed based on the above interference processing method. The same-slope interference mentioned in this application means that the rate of change of the frequency of the echo signal in the first signal over time is the same as the rate of change of the frequency of the interference signal over time.
在又一种可能的实现方式中,该第一信号先在时域基于上述干扰处理方法抑制交叉斜率干扰;再转换至频域基于上述干扰处理方法抑制同斜率干扰。In another possible implementation manner, the first signal first suppresses cross-slope interference in the time domain based on the above interference processing method; and then converts to the frequency domain to suppress the same slope interference based on the above interference processing method.
需要说明的是,在本申请实施例中,可以通过快速傅里叶变换转换,将第一信号由时域信号转换为频域信号。It should be noted that, in this embodiment of the present application, the first signal may be converted from a time-domain signal to a frequency-domain signal through fast Fourier transform conversion.
可选地,该方法还可以包括基于抗干扰处理后的接收信号进行后续处理。Optionally, the method may further include performing subsequent processing based on the received signal after anti-interference processing.
在一种可能的实现方式中,该干扰处理装置基于抗干扰处理后的接收信号进行目标检测。In a possible implementation manner, the interference processing apparatus performs target detection based on the received signal after anti-interference processing.
可见,采用本申请实施例提供的干扰处理方法,基于抗干扰处理后的第一信号进行目标检测,有利于提高目标检测率。It can be seen that using the interference processing method provided by the embodiment of the present application to perform target detection based on the first signal after anti-interference processing is beneficial to improve the target detection rate.
第二方面,本申请实施例还提供一种干扰处理装置,用于执行上述第一方面或其任意可能的实现方式中所述的方法。具体地,干扰处理装置可以包括用于执行上述第一方面或其任意可能的实现方式中所述的方法的单元。In a second aspect, an embodiment of the present application further provides an interference processing apparatus, configured to execute the method described in the first aspect or any possible implementation manner thereof. Specifically, the interference processing apparatus may include a unit for performing the method described in the first aspect or any possible implementation manner thereof.
第三方面,本申请实施例还提供一种干扰处理装置,该装置包括:至少一个处理器,当所述至少一个处理器执行程序代码或指令时,实现上述第一方面或其任意可能的实现方式中所述的方法。In a third aspect, an embodiment of the present application further provides an interference processing apparatus, the apparatus includes: at least one processor, when the at least one processor executes program codes or instructions, the above-mentioned first aspect or any possible implementation thereof is implemented method described in the method.
可选地,该干扰处理装置还可以包括至少一个存储器,该至少一个存储器用于存储该程序代码或指令。Optionally, the interference processing apparatus may further include at least one memory for storing the program code or instruction.
第四方面,本申请实施例还提供一种芯片,包括:输入接口、输出接口、至少一个处理器。可选的,该芯片还包括存储器。该至少一个处理器用于执行该存储器中的代码,当该至少一个处理器执行该代码时,该芯片实现上述第一方面或其任意可能的实现方式中所述的方法。In a fourth aspect, an embodiment of the present application further provides a chip, including: an input interface, an output interface, and at least one processor. Optionally, the chip further includes a memory. The at least one processor is configured to execute the code in the memory, and when the at least one processor executes the code, the chip implements the method described in the first aspect or any possible implementation manner thereof.
可选地,上述芯片还可以为集成电路。Optionally, the above chip may also be an integrated circuit.
第五方面,本申请实施例还提供一种探测设备,包括发射天线单元、接收天线单元以及上述第二方面或第三方面中所述的干扰处理装置或者上述第四方面中所述的芯片。In a fifth aspect, an embodiment of the present application further provides a detection device, including a transmitting antenna unit, a receiving antenna unit, and the interference processing device described in the second or third aspect above or the chip described in the fourth aspect.
第六方面,本申请实施例还提供一种终端,该终端包括上述第五方面中所述的探测设备。示例地,该终端为车辆。In a sixth aspect, an embodiment of the present application further provides a terminal, where the terminal includes the detection device described in the fifth aspect. For example, the terminal is a vehicle.
第七方面,本申请还提供一种计算机可读存储介质,用于存储计算机程序,该计算机程序包括用于实现上述第一方面或其任意可能的实现方式中所述的方法。In a seventh aspect, the present application further provides a computer-readable storage medium for storing a computer program, where the computer program includes a method for implementing the above-mentioned first aspect or any possible implementation manners thereof.
第八方面,本申请实施例还提供一种包含指令的计算机程序产品,当其在计算机上运行时,使得计算机实现上述第一方面或其任意可能的实现方式中所述的方法。In an eighth aspect, the embodiments of the present application further provide a computer program product including instructions, which, when run on a computer, enables the computer to implement the method described in the first aspect or any possible implementation manner thereof.
本实施例提供的干扰处理方法、干扰处理装置、计算机存储介质、计算机程序产品、芯片和终端均用于执行上文所提供的干扰处理方法,因此,其所能达到的有益效果可参考上文所提供的干扰处理方法中的有益效果,此处不再赘述。The interference processing method, interference processing device, computer storage medium, computer program product, chip, and terminal provided in this embodiment are all used to execute the interference processing method provided above. Therefore, for the beneficial effects that can be achieved, reference may be made to the above. The beneficial effects of the provided interference processing method will not be repeated here.
附图说明Description of drawings
图1提供了本申请实施例的应用场景示意图;FIG. 1 provides a schematic diagram of an application scenario of an embodiment of the present application;
图2提供了本申请实施例的探测设备200的示意性框图;FIG. 2 provides a schematic block diagram of a detection device 200 according to an embodiment of the present application;
图3提供了本申请实施例的干扰处理方法300的示意性流程图;FIG. 3 provides a schematic flowchart of an interference processing method 300 according to an embodiment of the present application;
图4提供了本申请实施例的干扰处理方法400的示意性流程图;FIG. 4 provides a schematic flowchart of an interference processing method 400 according to an embodiment of the present application;
图5提供了本申请实施例的干扰处理装置500的示意性框图;FIG. 5 provides a schematic block diagram of an interference processing apparatus 500 according to an embodiment of the present application;
图6提供了本申请实施例的干扰处理装置600的示意性框图;FIG. 6 provides a schematic block diagram of an interference processing apparatus 600 according to an embodiment of the present application;
图7提供了本申请实施例的芯片700的示意性框图。FIG. 7 provides a schematic block diagram of a chip 700 according to an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例提供的附图,对本申请实施例提供的技术方案进行介绍。The technical solutions provided by the embodiments of the present application will be introduced below with reference to the accompanying drawings provided by the embodiments of the present application.
为清楚起见,首先对本申请实施例中提到的部分专业术语做介绍。For the sake of clarity, some technical terms mentioned in the embodiments of the present application are first introduced.
1、信号的均值1. The mean value of the signal
信号的均值可以通过以下公式(1)计算得到:The mean value of the signal can be calculated by the following formula (1):
Figure PCTCN2021084712-appb-000001
Figure PCTCN2021084712-appb-000001
其中,
Figure PCTCN2021084712-appb-000002
表示信号的均值,x i表示第i个采样点的能量值,N表示采样点的数量。
in,
Figure PCTCN2021084712-appb-000002
Represents the mean value of the signal, x i represents the energy value of the ith sampling point, and N represents the number of sampling points.
2、信号的方差2. The variance of the signal
信号的方差可以通过以下公式(2)计算得到:The variance of the signal can be calculated by the following formula (2):
Figure PCTCN2021084712-appb-000003
Figure PCTCN2021084712-appb-000003
其中,σ 2表示信号的方差,
Figure PCTCN2021084712-appb-000004
表示信号的均值,x i表示第i个采样点的能量值,N表示采样点的数量。
where σ2 represents the variance of the signal,
Figure PCTCN2021084712-appb-000004
Represents the mean value of the signal, x i represents the energy value of the ith sampling point, and N represents the number of sampling points.
可选的,本申请所述的采样点的采样值还可以是幅度值,示例的,可以通过以下公式3和公式4将采样点的幅度值转换为能量值,本申请对采样点的采样值的物理量不做限制。Optionally, the sampling value of the sampling point described in this application can also be an amplitude value. For example, the amplitude value of the sampling point can be converted into an energy value through the following formula 3 and formula 4. The physical quantity is not limited.
3、采样点的能量值3. Energy value of sampling point
时域信号中采样点的能量值可以通过以下公式(3)计算得到:The energy value of the sampling point in the time domain signal can be calculated by the following formula (3):
E i=(A i) 2              公式3 E i =(A i ) 2 Equation 3
其中,E i表示第i个采样点的能量值,A i表示第i个采样点的幅度值。 Among them, E i represents the energy value of the ith sampling point, and A i represents the amplitude value of the ith sampling point.
频域信号中采样点的能量值可以通过以下公式(4)计算得到:The energy value of the sampling point in the frequency domain signal can be calculated by the following formula (4):
E i=I i 2+R i 2             公式4 E i =I i 2 +R i 2 Formula 4
其中,E i表示第i个采样点的能量值,R i表示第i个采样点对应的幅度值的实部,I i表示第i个采样点对应的幅度值的虚部。 Among them, E i represents the energy value of the ith sampling point, R i represents the real part of the amplitude value corresponding to the ith sampling point, and I i represents the imaginary part of the amplitude value corresponding to the ith sampling point.
可选地,本申请提供的干扰处理方法或装置可以适用于无人驾驶、自动驾驶、智能驾驶、网联驾驶等应用场景下通过探测设备通过探测信号进行目标检测的场景。Optionally, the interference processing method or device provided by the present application may be applicable to scenarios in which target detection is performed by detection equipment through detection signals in application scenarios such as unmanned driving, automatic driving, intelligent driving, and connected driving.
可选地,本申请提供的方法或装置用于探测设备或者传感器,例如,用于毫米波雷达,激光雷达,超声波雷达等。Optionally, the method or apparatus provided in this application is used for detection equipment or sensors, for example, for millimeter-wave radar, lidar, ultrasonic radar, and the like.
可选地,本申请所述的探测设备可以应用于终端。Optionally, the detection device described in this application may be applied to a terminal.
示例的,本申请所述的终端可以为运输工具或者智能设备。该终端可以为机动车辆(如无人车、智能车、电动车、数字汽车等)、无人机、轨道车、自行车、交通灯等。该终端可以为手机、平板电脑、笔记本电脑、个人数字助理、销售终端、车载电脑、增强现实设备、虚拟现实、可穿戴设备、车载终端等。For example, the terminal described in this application may be a transportation tool or a smart device. The terminal can be a motor vehicle (such as an unmanned vehicle, a smart vehicle, an electric vehicle, a digital vehicle, etc.), a drone, a rail car, a bicycle, a traffic light, and the like. The terminal may be a mobile phone, a tablet computer, a notebook computer, a personal digital assistant, a sales terminal, a vehicle-mounted computer, an augmented reality device, a virtual reality, a wearable device, a vehicle-mounted terminal, and the like.
本申请所述的探测设备的接收信号可以包括回波信号,和/或干扰信号。可选地,该探测设备的接收信号还可以包括杂波信号。The received signal of the detection device described in this application may include echo signals and/or interference signals. Optionally, the received signal of the detection device may also include a clutter signal.
本申请所述的回波信号指的是该探测设备发射的探测信号经目标探测物反射后的反射信号,干扰信号包括其它探测设备发射的探测信号或者其他探测设备的探测信号的反射信号,杂波信号指的是该探测设备发射的探测信号经非目标探测物发射后产生的反射信号,如该杂波信号可以是地面反射信号。The echo signal mentioned in this application refers to the reflection signal of the detection signal emitted by the detection device after being reflected by the target detection object, and the interference signal includes the detection signal emitted by other detection devices or the reflection signal of the detection signal of other detection devices. The wave signal refers to the reflection signal generated after the detection signal emitted by the detection device is emitted by the non-target detection object. For example, the clutter signal may be a ground reflection signal.
图1示出了本申请实施例提供的应用场景示意图,如图1所示,探测设备1通过探测信号1进行目标检测时,探测设备2通过探测信号2进行目标检测。这样,该探测设备1的接收信号1中除了包括回波信号1之外,还可能包括干扰信号1,其中,该回波信号1对应该探测设备1的目标探测物1,该干扰信号1可以包括该探测设备2的探测信号2;相应地,该探测设备2的接收信号2中除了包括回波信号2之外,还可能包括干扰信号2,其中,该回波信号2对应该探测设备2的目标探测物2,该干扰信号2包括该探测设备1的探测信号1。可选地,上述接收信号1或接收信号2中还可能包括杂波信号。FIG. 1 shows a schematic diagram of an application scenario provided by an embodiment of the present application. As shown in FIG. 1 , when detection device 1 performs target detection through detection signal 1 , detection device 2 performs target detection through detection signal 2 . In this way, in addition to the echo signal 1, the received signal 1 of the detection device 1 may also include an interference signal 1, wherein the echo signal 1 corresponds to the target detection object 1 of the detection device 1, and the interference signal 1 may Including the detection signal 2 of the detection device 2; correspondingly, the received signal 2 of the detection device 2 may include, in addition to the echo signal 2, an interference signal 2, wherein the echo signal 2 corresponds to the detection device 2 The target detection object 2 , the interference signal 2 includes the detection signal 1 of the detection device 1 . Optionally, the above received signal 1 or received signal 2 may also include clutter signals.
以探测设备1为例,由于探测设备1的接收信号1中,除了对应于目标探测物1的回波信号1之外,还有干扰信号1,如果直接基于接收信号1进行目标检测,可能导致目标 检测率较低,并且虚警率较高。因此,需要先除去接收信号1中的干扰信号1,然后再进行目标检测,这样就能够提高目标检测率,并降低虚警率。Taking the detection device 1 as an example, in the received signal 1 of the detection device 1, in addition to the echo signal 1 corresponding to the target detection object 1, there is also an interference signal 1. If the target detection is directly based on the received signal 1, it may cause The target detection rate is low, and the false alarm rate is high. Therefore, it is necessary to remove the interference signal 1 in the received signal 1 first, and then perform the target detection, so that the target detection rate can be improved and the false alarm rate can be reduced.
在一种可能的实现方式中,以接收信号1为例,现有技术通常依次在时域和频域上计算接收信号1的能量均值;基于该能量均值设置检测门限,如可以将该能量均值与预设的门限系数的乘积设置为该检测门限;基于该干扰处理门限判断该接收信号1中的每个采样点是否存在干扰;基于判断结果,对该接收信号1进行抗干扰处理。In a possible implementation, taking the received signal 1 as an example, the prior art usually calculates the average energy value of the received signal 1 in the time domain and the frequency domain in sequence; the detection threshold is set based on the energy average value, for example, the energy average value can be The product of the preset threshold coefficient is set as the detection threshold; based on the interference processing threshold, determine whether each sampling point in the received signal 1 has interference; based on the judgment result, perform anti-interference processing on the received signal 1 .
本申请实施例提供一种干扰处理方法和装置,能够检测出接收信号中的干扰,从而提高目标检测率。Embodiments of the present application provide an interference processing method and apparatus, which can detect interference in a received signal, thereby improving a target detection rate.
图2示出了本申请实施例提供的探测设备200的示意性框图,如图2所示,该探测设备200可以包括发射天线单元210、接收天线单元220和干扰处理装置230,其中,该发射天线单元210和该接收天线单元220分别与该干扰处理装置230耦合(包括直接耦合或间接耦合)。FIG. 2 shows a schematic block diagram of a detection device 200 provided by an embodiment of the present application. As shown in FIG. 2 , the detection device 200 may include a transmit antenna unit 210, a receive antenna unit 220, and an interference processing apparatus 230, wherein the transmit The antenna unit 210 and the receiving antenna unit 220 are respectively coupled with the interference processing device 230 (including direct coupling or indirect coupling).
该发射天线单元210用于发射探测信号。The transmit antenna unit 210 is used for transmitting probe signals.
该接收天线单元220用于接收信号,示例的,该接收的信号经过探测设备模数转换处理后的数字信号为第一信号,该第一信号可以包括多个采样点;向该干扰处理装置230发送该第一信号。The receiving antenna unit 220 is used for receiving a signal. For example, the digital signal after the received signal is processed by analog-to-digital conversion of the detection device is a first signal, and the first signal may include a plurality of sampling points; to the interference processing device 230 The first signal is sent.
在一种可能的实现方式中,该发射天线单元210可以包括至少一个第一阵元,其中,当该至少一个第一阵元的数量为多个时,多个第一阵元可以呈阵列布局。In a possible implementation manner, the transmitting antenna unit 210 may include at least one first array element, wherein, when the number of the at least one first array element is multiple, the multiple first array elements may be arranged in an array .
在一种可能的实现方式中,该接收天线单元220可以包括至少一个第二阵元、低噪声放大器、去斜电路和模数转换电路,其中,当该至少一个第二阵元的数量为多个时,多个第二阵元可以呈阵列布局。In a possible implementation manner, the receiving antenna unit 220 may include at least one second array element, a low noise amplifier, a de-slope circuit and an analog-to-digital conversion circuit, wherein when the number of the at least one second array element is large At the time, a plurality of second array elements may be arranged in an array.
在本申请实施例中,第一信号可以理解为该接收天线单元220的接收并处理后的数字信号,该第一信号可以包括该回波信号,和/或干扰信号。In this embodiment of the present application, the first signal may be understood as a digital signal received and processed by the receiving antenna unit 220, and the first signal may include the echo signal and/or an interference signal.
可选地,该第一信号还可以包括杂波信号。Optionally, the first signal may also include a clutter signal.
该干扰处理装置230用于基于本申请实施例提供的干扰处理方法,对该第一信号进行干扰处理,以确定该第一信号中是否存在干扰。The interference processing device 230 is configured to perform interference processing on the first signal based on the interference processing method provided in the embodiment of the present application, so as to determine whether there is interference in the first signal.
可选地,若该第一信号中存在干扰,该干扰处理装置230还用于对该第一信号进行抗干扰处理;并基于抗干扰处理后的第一信号进行目标检测。这样能够降低干扰对目标检测结果的影响,从而提高目标检测率,并且降低虚警率。Optionally, if there is interference in the first signal, the interference processing device 230 is further configured to perform anti-interference processing on the first signal; and perform target detection based on the anti-interference processed first signal. In this way, the influence of interference on the target detection result can be reduced, thereby improving the target detection rate and reducing the false alarm rate.
图3示出了本申请实施例提供的干扰处理方法300,该方法300可以适用于如图1中所示的应用场景,可以应用于如图2中所示的探测设备200,并由该系统200中的干扰处理装置230执行。如图3所示,该方法300可以包括以下步骤S310~S330。FIG. 3 shows an interference processing method 300 provided by an embodiment of the present application. The method 300 may be applied to the application scenario shown in FIG. 1 , and may be applied to the detection device 200 shown in FIG. The interference processing device 230 in 200 executes. As shown in FIG. 3, the method 300 may include the following steps S310-S330.
S310,干扰处理装置获取第一信号,该第一信号包括多个采样点。S310. The interference processing apparatus acquires a first signal, where the first signal includes multiple sampling points.
需要说明的是,第一信号可以理解为探测设备接收并处理后的数字信号,该第一信号可以包括回波信号和干扰信号。可选地,该第一信号还可以包括杂波信号。It should be noted that the first signal may be understood as a digital signal received and processed by the detection device, and the first signal may include echo signals and interference signals. Optionally, the first signal may also include a clutter signal.
可选地,该探测信号可以为多种不同类型的信号,本申请实施例对此不作限定。Optionally, the detection signal may be a variety of different types of signals, which are not limited in this embodiment of the present application.
在一种可能的实现方式中,该探测信号可以为雷达信号。例如:调频连续波雷达(frequency modulated continuous wave,FMCW)信号,示例的,第一信号可以为一个chirp内的数字信号。In a possible implementation, the detection signal may be a radar signal. For example: a frequency modulated continuous wave radar (frequency modulated continuous wave, FMCW) signal, for example, the first signal may be a digital signal in a chirp.
S320,该干扰处理装置基于该多个采样点中的每个采样点的能量值,确定该第一信号的方差。S320, the interference processing apparatus determines the variance of the first signal based on the energy value of each sampling point in the plurality of sampling points.
可选地,在S320之前,该干扰处理装置可以对该每个采样点的能量值进行归一化处理;相应地,S320可以为:该干扰处理装置基于该每个采样点的归一化处理后的能量值,确定该第一信号的方差。Optionally, before S320, the interference processing apparatus may perform normalization processing on the energy value of each sampling point; accordingly, S320 may be: the interference processing apparatus is based on the normalization processing of each sampling point After the energy value, the variance of the first signal is determined.
S330,该干扰处理装置基于该第一信号的方差和预设的第一门限,确定该第一信号中存在干扰。S330, the interference processing apparatus determines that there is interference in the first signal based on the variance of the first signal and a preset first threshold.
可选地,该干扰处理装置可以基于该第一信号的方差和预设的第一门限,确定该第一信号中是否存在干扰。Optionally, the interference processing apparatus may determine whether there is interference in the first signal based on the variance of the first signal and a preset first threshold.
在一种可能的实现方式中,若该第一信号的方差大于该第一门限,则该干扰处理装置可以确定该第一信号中存在该干扰;或者,若该第一信号的方差小于或等于该第一门限,则该干扰处理装置可以确定该第一信号中不存在该干扰。In a possible implementation manner, if the variance of the first signal is greater than the first threshold, the interference processing apparatus may determine that the interference exists in the first signal; or, if the variance of the first signal is less than or equal to With the first threshold, the interference processing apparatus can determine that the interference does not exist in the first signal.
可选地,该干扰处理装置可以通过多种方式获取该第一门限,本申请实施例对此不作限定。Optionally, the interference processing apparatus may acquire the first threshold in various manners, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该干扰处理装置可以预先配置该第一门限。In a possible implementation manner, the interference processing apparatus may preconfigure the first threshold.
在另一种可能的实现方式中,该干扰处理装置可以接收来自第二装置的该第一门限,其中,该第二装置具有确定该第一门限的能力。In another possible implementation manner, the interference processing apparatus may receive the first threshold from a second apparatus, where the second apparatus has the ability to determine the first threshold.
在又一种可能的实现方式中,该干扰处理装置可以接收来自用户或者第三装置的指示信息,该指示信息用于指示该第一门限。In another possible implementation manner, the interference processing apparatus may receive indication information from a user or a third apparatus, where the indication information is used to indicate the first threshold.
采用本申请实施例提供的干扰处理方法,由于方差能够描述信号的波动情况,因此,通过信号的方差和预设的第一门限,能够检测出第一信号中存在的干扰,从而提高目标检测率。With the interference processing method provided by the embodiment of the present application, since the variance can describe the fluctuation of the signal, the interference existing in the first signal can be detected through the variance of the signal and the preset first threshold, thereby improving the target detection rate .
可选地,在S330之后,该方法300还可以包括S340。Optionally, after S330, the method 300 may further include S340.
S340,该干扰处理装置基于该每个采样点的第一差值和预设的第二门限,确定存在该干扰的目标采样点,其中,该每个采样点的第一差值为第一模值的平方值,该第一模值为每个采样点的能量值与该第一信号的能量均值的差值。S340, the interference processing apparatus determines a target sampling point where the interference exists based on the first difference value of each sampling point and a preset second threshold, wherein the first difference value of each sampling point is a first modulus The square value of the value, the first modulus value is the difference between the energy value of each sampling point and the average energy value of the first signal.
在一种可能的实现方式中,S340中所述的确定目标采样点,可以包括确定该目标采样点对应的位置和/或索引。In a possible implementation manner, determining the target sampling point described in S340 may include determining the position and/or index corresponding to the target sampling point.
例如:该第一信号包括10个采样点,该10个采样点对应的索引分别为:采样点1、采样点2……采样点10,因此,基于该每个采样点对应的索引可以定位该每个采样点。For example, the first signal includes 10 sampling points, and the indices corresponding to the 10 sampling points are respectively: sampling point 1, sampling point 2... each sampling point.
可选地,该目标采样点的数量可以为一个或多个,该第一信号中的该多个采样点包括一个或多个该目标采样点,本申请实施例对此不作限定。Optionally, the number of the target sampling points may be one or more, and the plurality of sampling points in the first signal include one or more of the target sampling points, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该干扰处理装置可以基于上述公式1确定该第一信号的能量均值。In a possible implementation manner, the interference processing apparatus may determine the average energy value of the first signal based on the above formula 1.
在一种可能的实现方式中,该干扰处理装置可以将该多个采样点中第一差值大于该第二门限的采样点,确定为该目标采样点。In a possible implementation manner, the interference processing apparatus may determine a sampling point whose first difference value is greater than the second threshold among the plurality of sampling points as the target sampling point.
也就是说,以该多个采样点中的第一采样点为例,若该第一采样点的第一差值大于该第二门限,则该干扰处理装置可以确定该第一采样点处存在干扰,即该目标采样点包括该第一采样点;若该第一采样点的第一差值小于或等于该第二门限,则该干扰处理装置可以 确定该第一采样点处不存在干扰。可选的,若该第一采样点的第一差值大于或等于该第二门限,则该干扰处理装置可以确定该第一采样点存在干扰。That is to say, taking the first sampling point among the plurality of sampling points as an example, if the first difference value of the first sampling point is greater than the second threshold, the interference processing apparatus may determine that there is an existence at the first sampling point interference, that is, the target sampling point includes the first sampling point; if the first difference of the first sampling point is less than or equal to the second threshold, the interference processing apparatus may determine that there is no interference at the first sampling point. Optionally, if the first difference of the first sampling point is greater than or equal to the second threshold, the interference processing apparatus may determine that there is interference at the first sampling point.
例如:以该第一信号中包括的采样点和每个采样点的第一差值如下表一所示为例,如表一可知,采样点4、采样点5和采样点6为目标采样点。For example: take the sampling point included in the first signal and the first difference between each sampling point as shown in Table 1 as an example, as shown in Table 1, sampling point 4, sampling point 5 and sampling point 6 are the target sampling points .
表一Table I
Figure PCTCN2021084712-appb-000005
Figure PCTCN2021084712-appb-000005
需要说明的是,表一中仅示意性示出该第一信号包括10个采样点,即采样点1至采样点10,以及每个采样点处的第一差值,但本申请实施例不限于此,在实际使用过程中,可以依据实际数值,参考表一所示的方式确定目标采样点。It should be noted that Table 1 only schematically shows that the first signal includes 10 sampling points, that is, sampling point 1 to sampling point 10, and the first difference at each sampling point, but the embodiment of the present application does not Limited to this, in the actual use process, the target sampling point can be determined according to the actual value and referring to the method shown in Table 1.
采用本申请实施例提供的干扰处理方法,通过比较该每个采样点的第一差值和预设的第二门限,进一步判断存在干扰的目标采样点,能够提高干扰处理的判断粒度,从而提高干扰处理的精确性。By using the interference processing method provided by the embodiment of the present application, by comparing the first difference value of each sampling point with the preset second threshold, and further judging the target sampling point with interference, the judgment granularity of interference processing can be improved, thereby improving the Accuracy of interference handling.
可选地,在S340之后,该方法300还可以包括S350。Optionally, after S340, the method 300 may further include S350.
S350,该干扰处理装置基于该目标采样点,对该第一信号进行抗干扰处理。S350, the interference processing apparatus performs anti-interference processing on the first signal based on the target sampling point.
在一种可能的实现方式中,该干扰处理装置可以基于该目标采样点的索引,定位该至少一个目标采样点,并从该第一信号中修正该目标采样点的干扰值,以进行抗干扰处理。In a possible implementation manner, the interference processing apparatus may locate the at least one target sampling point based on the index of the target sampling point, and correct the interference value of the target sampling point from the first signal to perform anti-interference deal with.
例如:该干扰处理装置可以采用不存在干扰的部分或者全部采样点对应的采样值重构该目标采样点的采样值,以实现对该目标采样点的抗干扰处理。For example, the interference processing apparatus may reconstruct the sampled value of the target sampling point by using the sampled values corresponding to some or all of the sampling points without interference, so as to realize the anti-interference processing of the target sampling point.
可见,采用本申请实施例提供的干扰处理方法,对该第一信号中的目标采样点进行抗干扰处理,能够重构该第一信号中的目标采样点的采样值,从而尽可能降低干扰,以提高探测的可靠性。It can be seen that, by using the interference processing method provided by the embodiment of the present application, performing anti-interference processing on the target sampling point in the first signal can reconstruct the sampling value of the target sampling point in the first signal, thereby reducing interference as much as possible, to improve the reliability of detection.
可选地,该第一信号可以为时域信号或者频域信号,本申请实施例对此不作限定。Optionally, the first signal may be a time domain signal or a frequency domain signal, which is not limited in this embodiment of the present application.
在一种可能的实现方式中,该第一信号为时域信号时,基于上述S310~S350可以抑制交叉斜率干扰。In a possible implementation manner, when the first signal is a time-domain signal, cross-slope interference can be suppressed based on the foregoing S310-S350.
在另一种可能的实现方式中,该第一信号为频域信号时,基于上述S310~S350可以抑制同斜率干扰。In another possible implementation manner, when the first signal is a frequency domain signal, the same-slope interference can be suppressed based on the foregoing S310-S350.
在又一种可能的实现方式中,该第一信号先在时域基于上述S310~S350抑制交叉斜率干扰;再转换至频域基于上述S310~S350抑制同斜率干扰。In another possible implementation manner, the first signal first suppresses cross-slope interference in the time domain based on the above S310-S350;
需要说明的是,在本申请实施例中,可以通过(一维)快速傅里叶变换(fast fourier transformation,FFT)转换,将第一信号由时域信号转换为频域信号。It should be noted that, in this embodiment of the present application, a (one-dimensional) fast Fourier transform (fast fourier transformation, FFT) conversion may be used to convert the first signal from a time-domain signal to a frequency-domain signal.
可选地,在S350之后,该方法300还可以包括基于抗干扰处理后的第一信号进行后续处理。Optionally, after S350, the method 300 may further include performing subsequent processing based on the anti-interference processed first signal.
在一种可能的实现方式中,该干扰处理装置基于抗干扰处理后的第一信号进行目标检测。In a possible implementation manner, the interference processing apparatus performs target detection based on the first signal after anti-interference processing.
采用本申请实施例提供的干扰处理方法,基于抗干扰处理后的第一信号进行目标检测,有利于提高目标检测率。Using the interference processing method provided by the embodiment of the present application, the target detection is performed based on the first signal after anti-interference processing, which is beneficial to improve the target detection rate.
图4示出了本申请实施例提供的干扰处理方法400,如图4所示,该方法400可以适用于如图1中所示的应用场景,可以应用于如图2中所示的探测设备200,并由该系统200中的干扰处理装置230执行。示例地,该探测设备为FMCW雷达,如图4所示,该方法400可以包括以下步骤S401~S411。FIG. 4 shows an interference processing method 400 provided by an embodiment of the present application. As shown in FIG. 4 , the method 400 may be applied to the application scenario shown in FIG. 1 , and may be applied to the detection device shown in FIG. 2 . 200, and executed by the interference processing device 230 in the system 200. For example, the detection device is an FMCW radar. As shown in FIG. 4 , the method 400 may include the following steps S401 to S411.
S401,获取第j信号,该第j信号包括N个采样点,N为大于1的整数。该第j信号为第一数字信号的第j个周期(chirp)内的信号。其中,第一数字信号为探测设备的接收信号经过模数转换处理后的数字信号,例如,该第一数字信号为一帧数字信号。第一数字信号包括M个周期(chirp)信号,分别对应该第j信号,其中,1≤j≤M。S401: Acquire a jth signal, where the jth signal includes N sampling points, where N is an integer greater than 1. The jth signal is a signal in the jth period (chirp) of the first digital signal. Wherein, the first digital signal is a digital signal which is processed by analog-to-digital conversion of the received signal of the detection device, for example, the first digital signal is a frame of digital signal. The first digital signal includes M chirp signals, respectively corresponding to the jth signal, where 1≤j≤M.
S402,对该N个采样点中的每个采样点的能量值进行归一化处理。S402, normalize the energy value of each sampling point in the N sampling points.
S403,确定能量值归一化处理后的第j信号的能量值方差。S403: Determine the energy value variance of the jth signal after energy value normalization processing.
S404,判断该能量值方差是否大于预设的门限1?若是,则执行S405;若否,则执行j=j+1后,执行S401。S404, determine whether the variance of the energy value is greater than a preset threshold 1? If yes, execute S405; if not, execute S401 after j=j+1.
S405,计算N个采样点中的第i个采样点对应的第一模值的平方值,第一模值为N个采样点中的第i个采样点的能量值与第j信号的能量均值的差值的绝对值。S405: Calculate the square value of the first modulus value corresponding to the ith sampling point in the N sampling points, where the first modulus value is the energy value of the ith sampling point in the N sampling points and the energy mean value of the jth signal The absolute value of the difference.
S406,该平方值是否大于预设的门限2?若是,则执行S407;若否,则执行S408。S406, is the square value greater than the preset threshold 2? If yes, execute S407; if not, execute S408.
S407,将该第i个采样点标记为存在干扰的采样点。S407, marking the i-th sampling point as a sampling point with interference.
S408,判断i≥N?若是,则执行S409;若否,则执行i=i+1后,执行S405。S408, judge i≥N? If yes, execute S409; if not, execute S405 after i=i+1.
S409,对所有被标记为干扰的采样点进行抗干扰处理,当前第j信号干扰处理结束。S409, perform anti-interference processing on all sampling points marked as interference, and the current j-th signal interference processing ends.
S410,判断j≥M?若是,干扰处理所有流程结果;若否,则执行j=j+1后,执行S401。S410, judge j≥M? If yes, interfere with all the process results; if not, execute S401 after j=j+1.
需要说明的是S403~S410可以仅在时域上执行;或者,仅在频域上执行;或者,先在时域上执行,再在频域上执行,本申请实施例对此不作限定。It should be noted that S403 to S410 may be executed only in the time domain; or, only in the frequency domain; or, firstly executed in the time domain, and then executed in the frequency domain, which is not limited in this embodiment of the present application.
结合图3和图4介绍了本申请实施例提供的干扰处理方法,下面将结合图5和图6介绍用于执行上述干扰处理方法的干扰处理装置。The interference processing method provided by the embodiments of the present application is introduced with reference to FIG. 3 and FIG. 4 , and an interference processing apparatus for executing the above interference processing method will be described below with reference to FIG. 5 and FIG. 6 .
需要说明的是,该干扰处理装置可以为上述方法300实施例中所述的干扰处理装置,能够执行上述方法300中由该干扰处理装置所执行的方法;或者,该干扰处理装置可以为上述方法400实施例中所述的干扰处理装置,能够执行上述方法400中由该干扰处理装置所执行的方法。It should be noted that the interference processing apparatus may be the interference processing apparatus described in the embodiment of the foregoing method 300, and can execute the method performed by the interference processing apparatus in the foregoing method 300; or, the interference processing apparatus may be the foregoing method The interference processing apparatus described in the embodiment 400 can execute the method performed by the interference processing apparatus in the foregoing method 400 .
可以理解的是,干扰处理装置为了实现上述功能,其包含了执行各个功能相应的硬件和/或软件模块。结合本文中所公开的实施例描述的各示例的算法步骤,本申请能够以硬件或硬件和计算机软件的结合形式来实现。某个功能究竟以硬件还是计算机软件驱动硬件的方式来执行,取决于技术方案的特定应用和设计约束条件。本领域技术人员可以结合实施例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。It can be understood that, in order to realize the above-mentioned functions, the interference processing apparatus includes corresponding hardware and/or software modules for executing each function. The present application can be implemented in hardware or in the form of a combination of hardware and computer software in conjunction with the algorithm steps of each example described in conjunction with the embodiments disclosed herein. Whether a function is performed by hardware or computer software driving hardware depends on the specific application and design constraints of the technical solution. Those skilled in the art may use different methods to implement the described functionality for each particular application in conjunction with the embodiments, but such implementations should not be considered beyond the scope of this application.
本申请实施例可以根据上述方法示例对干扰处理装置进行功能模块的划分,例如,可以对应各个功能划分各个功能模块,也可以将两个或两个以上的功能集成在一个处理模块中。上述集成的模块可以采用硬件的形式实现。需要说明的是,本实施例中对模块的划分是示意性的,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。In this embodiment of the present application, the interference processing apparatus may be divided into functional modules according to the foregoing method examples. For example, each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The above-mentioned integrated modules can be implemented in the form of hardware. It should be noted that, the division of modules in this embodiment is schematic, and is only a logical function division, and there may be other division manners in actual implementation.
在采用对应各个功能划分各个功能模块的情况下,图5示出了上述实施例中涉及的干扰处理装置的一种可能的组成示意图,如图5所示,该装置500可以包括:获取单元510 和处理单元520,该获取单元510用于获取上述方法实施例中的第一信号或者第j信号,该处理单元520可以实现上述方法实施例中由干扰处理装置所执行的方法,和/或用于本文所描述的技术的其他过程。In the case where each functional module is divided according to each function, FIG. 5 shows a possible schematic composition diagram of the interference processing apparatus involved in the above embodiment. As shown in FIG. 5 , the apparatus 500 may include: an obtaining unit 510 and a processing unit 520, the acquiring unit 510 is configured to acquire the first signal or the jth signal in the above method embodiments, the processing unit 520 may implement the method performed by the interference processing apparatus in the above method embodiments, and/or use Other procedures for the techniques described herein.
需要说明的是,上述方法实施例涉及的各步骤的所有相关内容均可以援引到对应功能模块的功能描述,在此不再赘述。It should be noted that, all relevant contents of the steps involved in the above method embodiments can be cited in the functional description of the corresponding functional module, which will not be repeated here.
在采用集成的单元的情况下,装置500可以包括处理单元、存储单元和通信单元。其中,处理单元可以用于对装置500的动作进行控制管理,例如,可以用于支持装置500执行上述各个单元执行的步骤。存储单元可以用于支持装置500执行存储程序代码、和/或数据等。通信单元可以用于支持装置500与其他设备的通信。Where an integrated unit is employed, the apparatus 500 may include a processing unit, a storage unit, and a communication unit. The processing unit may be used to control and manage the actions of the apparatus 500, for example, may be used to support the apparatus 500 to perform the steps performed by the above units. The storage unit may be used to support the apparatus 500 to execute stored program codes, and/or data, and the like. The communication unit may be used to support communication of the apparatus 500 with other devices.
其中,处理单元可以是处理器或控制器。其可以实现或执行结合本申请公开内容所描述的各种示例性的逻辑方框,模块和电路。处理器也可以是实现计算功能的组合,例如包含一个或多个微处理器组合,数字信号处理(digital signal processing,DSP)和微处理器的组合等等。存储单元可以是存储器。通信单元具体可以为射频电路、蓝牙芯片、Wi-Fi芯片等与其他电子设备交互的设备。The processing unit may be a processor or a controller. It may implement or execute the various exemplary logical blocks, modules and circuits described in connection with this disclosure. The processor may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of digital signal processing (DSP) and a microprocessor, and the like. The storage unit may be a memory. The communication unit may specifically be a device that interacts with other electronic devices, such as a radio frequency circuit, a Bluetooth chip, and a Wi-Fi chip.
在一种可能的实现方式中,本申请实施例所涉及的干扰处理装置可以为具有图6所示结构的装置600,该装置600包括处理器610。图5中的获取单元510和处理单元520所实现的相关功能可以由处理器610来实现。In a possible implementation manner, the interference processing apparatus involved in this embodiment of the present application may be an apparatus 600 having the structure shown in FIG. 6 , where the apparatus 600 includes a processor 610 . The related functions implemented by the acquiring unit 510 and the processing unit 520 in FIG. 5 may be implemented by the processor 610 .
可选地,该装置600还可以包括存储器620,该处理器610和该存储器620通过内部连接通路互相通信。图5中的存储单元所实现的相关功能可以由存储器620来实现。Optionally, the apparatus 600 may further include a memory 620, and the processor 610 and the memory 620 communicate with each other through an internal connection path. The related functions implemented by the storage unit in FIG. 5 can be implemented by the memory 620 .
本申请实施例还提供一种计算机存储介质,该计算机存储介质中存储有计算机指令,当该计算机指令在电子设备上运行时,使得电子设备执行上述相关方法步骤实现上述实施例中的干扰处理方法。Embodiments of the present application further provide a computer storage medium, where computer instructions are stored in the computer storage medium, and when the computer instructions are executed on an electronic device, the electronic device executes the above-mentioned related method steps to implement the interference processing method in the above-mentioned embodiments .
本申请实施例还提供了一种计算机程序产品,当该计算机程序产品在计算机上运行时,使得计算机执行上述相关步骤,以实现上述实施例中的干扰处理方法。Embodiments of the present application further provide a computer program product, which, when the computer program product runs on a computer, causes the computer to execute the above-mentioned relevant steps, so as to implement the interference processing method in the above-mentioned embodiment.
本申请实施例还提供一种干扰装置,这个装置具体可以是芯片、集成电路、组件或模块。具体的,该装置可包括相连的处理器和用于存储指令的存储器,或者该装置包括至少一个处理器,用于从外部存储器获取指令。当装置运行时,处理器可执行指令,以使芯片执行上述各方法实施例中的干扰处理方法。Embodiments of the present application further provide an interference device, and the device may specifically be a chip, an integrated circuit, a component, or a module. Specifically, the apparatus may include an associated processor and a memory for storing instructions, or the apparatus may include at least one processor for retrieving instructions from an external memory. When the apparatus is running, the processor can execute the instructions, so that the chip executes the interference processing methods in the foregoing method embodiments.
图7示出了一种芯片700的结构示意图。芯片700包括一个或多个处理器710以及接口电路720。可选的,所述芯片700还可以包含总线730。FIG. 7 shows a schematic structural diagram of a chip 700 . Chip 700 includes one or more processors 710 and interface circuits 720 . Optionally, the chip 700 may further include a bus 730 .
处理器710可能是一种集成电路芯片,具有信号的处理能力。在实现过程中,上述方法200的各步骤可以通过处理器710中的硬件的集成逻辑电路或者软件形式的指令完成。The processor 710 may be an integrated circuit chip with signal processing capability. In the implementation process, each step of the above-mentioned method 200 may be completed by an integrated logic circuit of hardware in the processor 710 or instructions in the form of software.
可选地,上述的处理器710可以是通用处理器、数字信号处理(digital signal processing,DSP)器、集成电路(application specific integrated circuit,ASIC)、现场可编程门阵列(field-programmable gate array,FPGA)或者其它可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件。可以实现或者执行本申请实施例中的公开的各方法、步骤。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。Optionally, the above-mentioned processor 710 may be a general-purpose processor, a digital signal processing (digital signal processing, DSP) device, an integrated circuit (application specific integrated circuit, ASIC), a field-programmable gate array (field-programmable gate array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components. Various methods and steps disclosed in the embodiments of this application can be implemented or executed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
接口电路720可以用于数据、指令或者信息的发送或者接收,处理器710可以利用接口电路720接收的数据、指令或者其它信息,进行加工,可以将加工完成信息通过接口电 路720发送出去。The interface circuit 720 can be used to send or receive data, instructions or information. The processor 710 can use the data, instructions or other information received by the interface circuit 720 to perform processing, and can send the processing completion information through the interface circuit 720.
可选的,芯片还包括存储器,存储器可以包括只读存储器和随机存取存储器,并向处理器提供操作指令和数据。存储器的一部分还可以包括非易失性随机存取存储器(non-volatile random access memory,NVRAM)。Optionally, the chip further includes a memory, which may include a read-only memory and a random access memory, and provides operation instructions and data to the processor. A portion of the memory may also include non-volatile random access memory (NVRAM).
可选的,存储器存储了可执行软件模块或者数据结构,处理器可以通过调用存储器存储的操作指令(该操作指令可存储在操作系统中),执行相应的操作。Optionally, the memory stores executable software modules or data structures, and the processor may execute corresponding operations by calling operation instructions stored in the memory (the operation instructions may be stored in the operating system).
可选的,芯片可以使用在本申请实施例涉及的干扰处理装置、探测设备或终端中。可选的,接口电路720可用于输出处理器710的执行结果。关于本申请的一个或多个实施例提供的干扰处理方法可参考前述各个实施例,这里不再赘述。Optionally, the chip may be used in the interference processing apparatus, detection device, or terminal involved in the embodiments of the present application. Optionally, the interface circuit 720 may be used to output the execution result of the processor 710 . For the interference processing method provided by one or more embodiments of the present application, reference may be made to the foregoing embodiments, and details are not repeated here.
需要说明的,处理器710、接口电路720各自对应的功能既可以通过硬件设计实现,也可以通过软件设计来实现,还可以通过软硬件结合的方式来实现,这里不作限制。It should be noted that the respective functions of the processor 710 and the interface circuit 720 can be implemented by hardware design, software design, or a combination of software and hardware, which is not limited here.
本申请实施例还提供一种探测设备,该探测设备可以包括发射天线单元、接收天线单元以及本申请实施例提供的干扰处理装置(如上述图5中所述的装置500或图6中所述的装置600或图7中所述的装置700)。Embodiments of the present application further provide a detection device, where the detection device may include a transmit antenna unit, a receive antenna unit, and an interference processing apparatus provided by an embodiment of the present application (such as the apparatus 500 described in FIG. 5 above or the device described in FIG. 6 ). device 600 or device 700 described in FIG. 7 ).
本申请实施例还提供一种终端,该终端可以为运输工具或者智能设备,该运输工具或者智能设备包含上述探测设备。An embodiment of the present application further provides a terminal, where the terminal may be a transportation tool or a smart device, and the transportation tool or the smart device includes the above-mentioned detection device.
在一种可能的实现方式中,该终端为一种车辆,其上包含上述探测设备。In a possible implementation manner, the terminal is a vehicle on which the above-mentioned detection device is included.
需要说明的是,本实施例提供的干扰处理装置、计算机存储介质、计算机程序产品、芯片或终端均用于执行上文所提供的对应的方法,因此,其所能达到的有益效果可参考上文所提供的对应的方法中的有益效果,此处不再赘述。It should be noted that the interference processing device, computer storage medium, computer program product, chip or terminal provided in this embodiment are all used to execute the corresponding method provided above. Therefore, for the beneficial effects that can be achieved, please refer to the above The beneficial effects in the corresponding method provided in this article will not be repeated here.
应理解,在本申请的各种实施例中,上述各过程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, in various embodiments of the present application, the size of the sequence numbers of the above-mentioned processes does not mean the sequence of execution, and the execution sequence of each process should be determined by its functions and internal logic, and should not be dealt with in the embodiments of the present application. implementation constitutes any limitation.
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。Those of ordinary skill in the art can realize that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Skilled artisans may implement the described functionality using different methods for each particular application, but such implementations should not be considered beyond the scope of this application.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统、装置和单元的具体工作过程,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 brevity of description, the specific working process of the above-described systems, devices and units may refer to the corresponding processes in the foregoing method embodiments, which will not be repeated here.
在本申请所提供的几个实施例中,应该理解到,所揭露的系统、装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,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信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided in this application, it should be understood that the disclosed system, apparatus and method may be implemented in other manners. For example, the apparatus embodiments described above are only illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components may be combined or Can be integrated into another system, or some features can be ignored, or not implemented. On the other hand, the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of 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 components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.
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。In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit.
所述功能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,本申请的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(read only memory,ROM)、随机存取存储器(random access memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。The functions, if implemented in the form of software functional units and sold or used as independent products, may be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application can be embodied in the form of a software product in essence, or the part that contributes to the prior art or the part of the technical solution. The computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read only memory (ROM), random access memory (random access memory, RAM), magnetic disk or optical disk and other media that can store program codes.
以上所述,仅为本申请的具体实施方式,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应所述以权利要求的保护范围为准。The above are only specific embodiments of the present application, but the protection scope of the present application is not limited to this. should be covered within the scope of protection of this application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.

Claims (23)

  1. 一种干扰处理方法,其特征在于,包括:A method for processing interference, comprising:
    获取第一信号,所述第一信号包括多个采样点;acquiring a first signal, the first signal including a plurality of sampling points;
    基于所述多个采样点中的每个采样点的能量值,确定所述第一信号的方差;determining the variance of the first signal based on the energy value of each sampling point in the plurality of sampling points;
    基于所述第一信号的方差和预设的第一门限,确定所述第一信号中存在干扰。Based on the variance of the first signal and a preset first threshold, it is determined that there is interference in the first signal.
  2. 根据权利要求1所述的方法,其特征在于,所述基于所述第一信号的方差和预设的第一门限,确定所述第一信号中存在干扰,包括:The method according to claim 1, wherein the determining that there is interference in the first signal based on the variance of the first signal and a preset first threshold, comprises:
    若所述第一信号的方差大于所述第一门限,确定所述第一信号中存在所述干扰。If the variance of the first signal is greater than the first threshold, it is determined that the interference exists in the first signal.
  3. 根据权利要求1或2所述的方法,其特征在于,所述方法还包括:The method according to claim 1 or 2, wherein the method further comprises:
    基于所述每个采样点的第一差值和预设的第二门限,确定存在所述干扰的目标采样点,所述每个采样点的第一差值为第一模值的平方值,所述第一模值为每个采样点的能量值与所述第一信号的能量均值之间差值的绝对值。Based on the first difference value of each sampling point and a preset second threshold, the target sampling point where the interference exists is determined, and the first difference value of each sampling point is the square value of the first modulus value, The first modulus value is the absolute value of the difference between the energy value of each sampling point and the average energy value of the first signal.
  4. 根据权利要求3所述的方法,其特征在于,所述基于所述每个采样点的第一差值和预设的第二门限,确定目标采样点,包括:The method according to claim 3, wherein the determining a target sampling point based on the first difference value of each sampling point and a preset second threshold comprises:
    将所述多个采样点中第一差值大于所述第二门限的采样点,确定为所述目标采样点。A sampling point whose first difference value is greater than the second threshold among the plurality of sampling points is determined as the target sampling point.
  5. 根据权利要求3或4所述的方法,其特征在于,所述多个采样点包括多个所述目标采样点。The method according to claim 3 or 4, wherein the plurality of sampling points comprise a plurality of the target sampling points.
  6. 根据权利要求3至5中任一项所述的方法,其特征在于,所述方法还包括:The method according to any one of claims 3 to 5, wherein the method further comprises:
    基于所述目标采样点,对所述第一信号进行抗干扰处理。Based on the target sampling point, anti-interference processing is performed on the first signal.
  7. 根据权利要求6所述的方法,其特征在于,所述方法还包括:The method according to claim 6, wherein the method further comprises:
    基于抗干扰处理后的第一信号进行目标检测。Target detection is performed based on the first signal after anti-jamming processing.
  8. 根据权利要求1至7中任一项所述的方法,其特征在于,所述基于所述多个采样点中的每个采样点的能量值,确定所述第一信号的方差,包括:The method according to any one of claims 1 to 7, wherein the determining the variance of the first signal based on the energy value of each sampling point in the plurality of sampling points comprises:
    对所述每个采样点的能量值进行归一化处理;normalizing the energy value of each sampling point;
    基于所述每个采样点的归一化处理后的能量值,确定所述第一信号的方差。The variance of the first signal is determined based on the normalized energy value of each sampling point.
  9. 根据权利要求1至8中任一项所述的方法,其特征在于,所述第一信号为时域信号或频域信号。The method according to any one of claims 1 to 8, wherein the first signal is a time domain signal or a frequency domain signal.
  10. 一种干扰处理装置,其特征在于,包括处理器,所述处理器用于,An interference processing device, characterized in that it includes a processor, and the processor is used for:
    获取第一信号,所述第一信号包括多个采样点;acquiring a first signal, the first signal including a plurality of sampling points;
    基于所述多个采样点中的每个采样点的能量值,确定所述第一信号的方差;determining the variance of the first signal based on the energy value of each sampling point in the plurality of sampling points;
    基于所述第一信号的方差和预设的第一门限,确定所述第一信号中存在干扰。Based on the variance of the first signal and a preset first threshold, it is determined that there is interference in the first signal.
  11. 根据权利要求10所述的装置,其特征在于,所述处理器具体用于,The apparatus according to claim 10, wherein the processor is specifically configured to:
    若所述第一信号的方差大于所述第一门限,确定所述第一信号中存在所述干扰。If the variance of the first signal is greater than the first threshold, it is determined that the interference exists in the first signal.
  12. 根据权利要求10或11所述的装置,其特征在于,所述处理器还用于基于所述每个采样点的第一差值和预设的第二门限,确定存在所述干扰的目标采样点,所述每个采样点的第一差值为第一模值的平方值,所述第一模值为每个采样点的能量值与所述第一信号的能量均值之间差值的绝对值。The apparatus according to claim 10 or 11, wherein the processor is further configured to determine, based on the first difference value of each sampling point and a preset second threshold, the target sample with the interference point, the first difference value of each sampling point is the square value of the first modulus value, and the first modulus value is the difference between the energy value of each sampling point and the average energy value of the first signal absolute value.
  13. 根据权利要求12所述的装置,其特征在于,所述处理器具体用于将所述多个采 样点中第一差值大于所述第二门限的采样点,确定为所述目标采样点。The apparatus according to claim 12, wherein the processor is specifically configured to determine a sampling point whose first difference value is greater than the second threshold among the plurality of sampling points as the target sampling point.
  14. 根据权利要求12或13所述的装置,其特征在于,所述多个采样点包括多个所述目标采样点。The apparatus according to claim 12 or 13, wherein the plurality of sampling points comprise a plurality of the target sampling points.
  15. 根据权利要求12至14中任一项所述的装置,其特征在于,所述处理器还用于,The apparatus according to any one of claims 12 to 14, wherein the processor is further configured to:
    基于所述目标采样点,对所述第一信号进行抗干扰处理。Based on the target sampling point, anti-interference processing is performed on the first signal.
  16. 根据权利要求15所述的装置,其特征在于,所述处理器还用于,The apparatus of claim 15, wherein the processor is further configured to:
    基于抗干扰处理后的第一信号进行目标检测。Target detection is performed based on the first signal after anti-jamming processing.
  17. 根据权利要求10至16中任一项所述的装置,所述处理器具体用于,The apparatus according to any one of claims 10 to 16, wherein the processor is specifically configured to:
    对所述每个采样点的能量值进行归一化处理;normalizing the energy value of each sampling point;
    基于所述每个采样点的归一化处理后的能量值,确定所述第一信号的方差。The variance of the first signal is determined based on the normalized energy value of each sampling point.
  18. 根据权利要求10至17中任一项所述的装置,其特征在于,所述第一信号为时域信号或频域信号。The apparatus according to any one of claims 10 to 17, wherein the first signal is a time domain signal or a frequency domain signal.
  19. 一种芯片装置,包括至少一个处理器以及接口电路,所述至少一个处理器通过所述接口电路传输信号,其特征在于,当所述至少一个处理器执行程序代码或者指令时,实现上述权利要求1至9中任一项所述的方法。A chip device, comprising at least one processor and an interface circuit, wherein the at least one processor transmits signals through the interface circuit, characterized in that, when the at least one processor executes program codes or instructions, the above claims are realized The method of any one of 1 to 9.
  20. 一种终端,其特征在于,所述终端包括如权利要求10至18中任一项所述的干扰处理装置或者包括如权利要求19所述的芯片装置。A terminal, characterized in that the terminal comprises the interference processing device according to any one of claims 10 to 18 or the chip device according to claim 19 .
  21. 根据权利要求20所述的终端,其特征在于,所述终端为车辆。The terminal according to claim 20, wherein the terminal is a vehicle.
  22. 一种计算机可读存储介质,用于存储计算机程序,其特征在于,所述计算机程序包括用于实现上述权利要求1至9中任一项所述的方法的指令。A computer-readable storage medium for storing a computer program, characterized in that, the computer program includes instructions for implementing the method according to any one of the above claims 1 to 9.
  23. 一种计算机程序产品,所述计算机程序产品中包含指令,其特征在于,当所述指令在计算机或处理器上运行时,使得所述计算机或所述处理器实现上述权利要求1至9中任一项所述的方法。A computer program product comprising instructions, characterized in that, when the instructions are executed on a computer or a processor, the computer or the processor is made to implement any one of the preceding claims 1 to 9. one of the methods described.
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