WO2024093208A1 - 移动终端口袋模式的识别方法、移动终端及存储介质 - Google Patents
移动终端口袋模式的识别方法、移动终端及存储介质 Download PDFInfo
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- WO2024093208A1 WO2024093208A1 PCT/CN2023/096073 CN2023096073W WO2024093208A1 WO 2024093208 A1 WO2024093208 A1 WO 2024093208A1 CN 2023096073 W CN2023096073 W CN 2023096073W WO 2024093208 A1 WO2024093208 A1 WO 2024093208A1
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- mobile terminal
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- 238000000034 method Methods 0.000 title claims abstract description 54
- 230000009471 action Effects 0.000 claims description 33
- 230000001133 acceleration Effects 0.000 claims description 16
- 238000004590 computer program Methods 0.000 claims description 6
- 238000004891 communication Methods 0.000 claims description 4
- 230000000875 corresponding effect Effects 0.000 description 52
- 230000008569 process Effects 0.000 description 13
- 238000012549 training Methods 0.000 description 12
- 238000010586 diagram Methods 0.000 description 6
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- 101100233916 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) KAR5 gene Proteins 0.000 description 3
- 238000013528 artificial neural network Methods 0.000 description 3
- 238000003066 decision tree Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000010438 heat treatment Methods 0.000 description 3
- 238000010801 machine learning Methods 0.000 description 3
- 238000007637 random forest analysis Methods 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
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- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 1
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 1
- 101100012902 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) FIG2 gene Proteins 0.000 description 1
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
- G06F3/0488—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
- G06F3/04883—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures for inputting data by handwriting, e.g. gesture or text
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
Definitions
- the present disclosure relates to the technical field of mobile terminals, and in particular to a method for identifying a pocket mode of a mobile terminal, a mobile terminal, and a storage medium.
- the present disclosure provides a method for identifying a pocket mode of a mobile terminal, a mobile terminal, and a storage medium.
- the present disclosure provides a method for identifying a pocket mode of a mobile terminal, comprising: detecting a screen display state of a mobile terminal, and when the screen display state is in a target state, collecting preset data of the mobile terminal; matching the collected preset data with a pocket model corresponding to the target state; and confirming that the mobile terminal is in pocket mode when it is confirmed that the preset data matches the pocket model corresponding to the target state.
- the present disclosure also provides a mobile terminal, which includes a processor, a memory, a computer program stored in the memory and executable by the processor, and a data bus for realizing connection and communication between the processor and the memory, wherein when the computer program is executed by the processor, the steps of any method for identifying the pocket mode of a mobile terminal provided in the specification of the present disclosure are implemented.
- the present disclosure further provides a storage medium for computer-readable storage, wherein the storage medium stores one or more One or more programs may be executed by one or more processors to implement the steps of any method for identifying the pocket mode of a mobile terminal provided in the present disclosure.
- FIG1 is a schematic diagram of a flow chart of a method for identifying a pocket mode of a mobile terminal provided in an embodiment of the present disclosure
- FIG2 is a schematic diagram of a system flow of a method for identifying a pocket mode of a mobile terminal provided by an embodiment of the present disclosure.
- FIG3 is a schematic block diagram of the structure of a mobile terminal pocket mode recognition device provided by an embodiment of the present disclosure.
- the embodiments of the present disclosure provide a method for identifying the pocket mode of a mobile terminal, a mobile terminal and a storage medium.
- the identification method can be applied to a mobile terminal, which includes electronic devices such as smart phones and smart watches, to realize the identification of the pocket mode of the mobile terminal, and can be used for scenarios such as preventing accidental touches when the mobile terminal is in the pocket mode.
- the pocket mode of the mobile terminal describes the mode of the mobile terminal in a scenario that is the same or similar to the pocket environment of clothes.
- the pocket mode of the mobile terminal includes not only the mode of the mobile terminal in the pocket of clothes, but also the mode of the mobile terminal in a handbag, a handbag, a backpack, etc. Bag similar patterns in the environment.
- Figure 1 is a schematic flow chart of a method for identifying a pocket mode of a mobile terminal provided by an embodiment of the present disclosure. As shown in Figure 1, the method may include, but is not limited to, the following steps S11-S13.
- a target state corresponding to the screen display state of the mobile terminal in the pocket mode is preset, and the target state includes a screen-off state and a screen-on state, and the screen-on state includes a screen-on and locked state and a screen-on and unlocked state, wherein the screen display state describes the display state of the display screen of the mobile terminal.
- data corresponding to the mobile terminal i.e., preset data, is preconfigured according to the characteristics of the mobile terminal corresponding to each target state.
- the preset data includes acceleration, for the screen-on and locked state, the preset data includes acceleration and touch screen data, and for the screen-on and unlocked state, the preset data includes acceleration, touch screen data, and user interface data.
- the screen display state of the mobile terminal is detected, and when the screen display state is in the target state, the preset data of the mobile terminal is collected. For example, when the mobile terminal is in the pocket mode, when it is confirmed that the mobile terminal is in the screen-off state, the acceleration of the mobile terminal is collected; when it is confirmed that the mobile terminal is in the screen-on and locked state, the acceleration and touch screen data of the mobile terminal are collected; when it is confirmed that the mobile terminal is in the screen-on and unlocked state, the acceleration, touch screen data, and user interface data of the mobile terminal are collected.
- a corresponding pocket model is preset for each target state of the screen display state.
- the mobile terminal when the mobile terminal is in pocket mode, for the screen-off state of the mobile terminal, the mobile terminal is placed in a pocket of clothes, a handbag, a tote bag, a backpack, or other pocket modes after the screen is turned off, and corresponding preset data of the mobile terminal in different scenarios such as walking, running, going up and down stairs, sitting still, and lying down are collected as training samples.
- the corresponding credible pocket model A is trained through machine learning including but not limited to neural networks, decision trees, random forests, etc.
- the pocket model A describes the model corresponding to the data characteristics of the sensor when the mobile terminal is in pocket mode and the screen is off.
- the mobile terminal is placed in a pocket of clothing, a handbag, a tote bag, a backpack, etc. after the screen is on and the lock-screen state is set, and corresponding preset data of the mobile terminal in different scenarios such as walking, running, going up and down stairs, sitting still, and lying flat are collected as training samples.
- a corresponding credible pocket model B is trained through machine learning including but not limited to neural networks, decision trees, random forests, etc.
- the pocket model B describes the model corresponding to the data characteristics of the sensor when the mobile terminal is in the pocket mode and the screen is in the bright and locked state.
- the mobile terminal For the mobile terminal's screen-on and unlocked state, the mobile terminal is placed in a pocket of clothes, a handbag, a tote bag, a backpack, or other pocket modes after the screen is turned on and the terminal is set to the unlocked state.
- the corresponding preset data of the mobile terminal in different scenarios such as walking, running, going up and down stairs, sitting still, and lying down are collected as training samples.
- a corresponding credible pocket model C is trained through machine learning including but not limited to neural networks, decision trees, and random forests.
- the pocket model C describes the model corresponding to the data characteristics of the sensor when the mobile terminal is in the pocket mode and the screen is on and unlocked.
- Collect preset data of the mobile terminal and determine whether the preset data matches the pocket model corresponding to the target state. For example, determine whether the preset data matches pocket model A to determine whether the mobile terminal is in the screen-off state in pocket mode, determine whether the preset data matches pocket model B to determine whether the mobile terminal is in the screen-on and locked state in pocket mode, or determine whether the preset data matches pocket model C to determine whether the mobile terminal is in the screen-on and unlocked state in pocket mode.
- the mobile terminal when it is confirmed that the preset data matches the pocket model corresponding to the target state, it is confirmed that the mobile terminal is in pocket mode. In an exemplary embodiment, it is also possible to confirm that the mobile terminal is not in pocket mode when it is confirmed that the preset data does not match the pocket model corresponding to the target state. For example, when it is confirmed that the preset data matches pocket model A, pocket model B, or pocket model C, it is confirmed that the mobile terminal is in pocket mode. In an exemplary embodiment, it is also possible to confirm that the mobile terminal is not in pocket mode when it is confirmed that the preset data does not match pocket model A, pocket model B, and pocket model C.
- the disclosed embodiment detects the screen display state of the mobile terminal, and when the screen display state is in the target state, collects the preset data of the mobile terminal, matches the collected preset data with the pocket model corresponding to the target state, and confirms that the mobile terminal is in pocket mode when it is confirmed that the preset data matches the pocket model corresponding to the target state. Since the target state corresponding to the screen display state of the mobile terminal, the preset data of the mobile terminal, and the pocket model corresponding to the target state are matched to determine whether the mobile terminal is in pocket mode, the accuracy of the recognition of the pocket mode of the mobile terminal can be improved, so that the pocket mode of the mobile terminal can be conveniently and effectively recognized. In application scenarios such as preventing accidental touches in the pocket of the mobile terminal, effective control of the mobile terminal can be achieved based on the accurate recognition of the pocket mode of the mobile terminal.
- the screen display state includes an off-screen state and a bright-screen state.
- preset data of the mobile terminal is collected; the collected preset data is matched with a pocket model corresponding to the target state, including at least one of the following: when the screen display state is an off-screen state, first terminal data corresponding to the mobile terminal is collected, and the first terminal data is matched with a preset first pocket model; when the screen display state is a bright-screen and locked-screen state, the mobile terminal is collected.
- the second terminal data corresponding to the terminal is collected, and the second terminal data is matched with the preset second pocket model; when the screen display state is bright screen and unlocked, the third terminal data corresponding to the mobile terminal is collected, and the third terminal data is matched with the preset third pocket model.
- the first terminal data corresponding to the mobile terminal is collected, the first terminal data includes acceleration, and the first terminal data is matched with a preset first pocket model, the preset first pocket model can be the above-mentioned pocket model A, wherein the first terminal data and the training samples for training the preset first pocket model can be corresponding.
- the second terminal data corresponding to the mobile terminal is collected, the second terminal data includes acceleration and touch screen data, and the second terminal data is matched with a preset second pocket model, the preset second pocket model can be the above-mentioned pocket model B, wherein the second terminal data and the training samples for training the preset second pocket model can be corresponding.
- third terminal data corresponding to the mobile terminal is collected, the third terminal data includes acceleration, touch screen data, and user interface data, and the third terminal data is matched with a preset third pocket model, which can be the above-mentioned pocket model C, wherein the third terminal data and the training samples for training the preset third pocket model can correspond to each other.
- the embodiments of the present disclosure collect corresponding terminal data of the mobile terminal under different screen display states and match the terminal data with the corresponding pocket model to determine whether the mobile terminal is in the pocket mode. According to the data characteristics of the mobile terminal under different screen display states, comprehensive coverage of various screen display states of the mobile terminal and relatively accurate matching of various pocket models can be achieved, thereby further improving the accuracy of pocket mode recognition of the mobile terminal, thereby facilitating practical and effective recognition of the pocket mode of the mobile terminal. In application scenarios such as preventing accidental touch of the pocket of the mobile terminal, effective control of the mobile terminal can be achieved based on accurate recognition of the pocket mode of the mobile terminal. In addition, the recognition of the pocket mode of the mobile terminal in the embodiments of the present disclosure does not change the original hardware structure of the mobile terminal, does not increase the cost of the mobile terminal, and has low power consumption.
- collecting preset data of the mobile terminal includes: when the screen display state is the bright screen, regularly collecting preset data of the mobile terminal.
- the preset data of the mobile terminal is collected periodically, which may include the following situations: when it is confirmed that the screen display state of the mobile terminal is bright screen and locked screen state, the second terminal data corresponding to the mobile terminal is collected periodically, for example, the acceleration and touch screen data of the mobile terminal are collected at intervals of several seconds; when it is confirmed that the screen display state of the mobile terminal is bright screen and unlocked state, the third terminal data corresponding to the mobile terminal is collected periodically, for example, the acceleration, touch screen data, and user interface data of the mobile terminal are collected at intervals of several seconds.
- a timed collection of mobile terminal data is performed at intervals of several seconds.
- Corresponding terminal data is then used to determine whether the mobile terminal is in pocket mode.
- the method further includes: executing a terminal control action corresponding to the target state.
- terminal control actions corresponding to different display states of the mobile terminal are preconfigured, and the terminal control action describes the action of controlling the mobile terminal, that is, the corresponding terminal control action of controlling the mobile terminal when the display state is the target state.
- the terminal control action may include a screen display control action.
- the screen display control action describes the action of controlling the display of the display screen of the mobile terminal, that is, the action of controlling the screen display of the mobile terminal when the screen display state is the target state.
- the corresponding screen display control action may be not to perform the screen-on action, that is, to perform the corresponding action of preventing the screen from lighting up, and when the mobile terminal is in the screen-on state, when it is confirmed that the mobile terminal is in the pocket mode, the corresponding screen display control action may be to perform the screen-off action, that is, to control the display screen of the mobile terminal to turn off the screen.
- the corresponding screen display control action may be to perform the screen-off action, that is, to control the display screen of the mobile terminal to turn off the screen.
- control action may also include a state control action, for example, a control action including keeping the application state running or shutting down the application state, such as terminal control actions such as making and answering calls, and continuously playing music.
- a state control action for example, a control action including keeping the application state running or shutting down the application state, such as terminal control actions such as making and answering calls, and continuously playing music.
- the screen display state includes a screen-off state and a screen-on state
- the terminal control action corresponding to the target state includes at least one of the following: when the screen display state is the screen-off state, the screen display control action executed is to prevent the screen from turning on; when the screen display state is the screen-on state, the screen display control action executed is to turn off the screen.
- the screen display control action executed is to prevent the screen from lighting up, thereby keeping the mobile terminal in the screen-off state, which can reduce the probability of unnecessary screen lighting up due to accidental touches of the mobile terminal in pocket mode
- the screen display control action executed is to turn off the screen, thereby controlling the mobile terminal in the screen-off state, which can shorten the screen lighting duration of unnecessary screen lighting due to accidental touches of the mobile terminal in pocket mode, thereby effectively reducing the probability of accidental touches of the mobile terminal in pocket mode and significantly improving the user experience.
- the screen display control action performed is to turn off the screen, including: when the screen display state is in the bright screen and locked screen state, and the preset data of the mobile terminal matches the preset second pocket model When the screen is on and unlocked, and the preset data of the mobile terminal matches the preset third pocket model, the screen is turned off.
- the screen display state is a bright screen and locked state
- the data of the mobile terminal matches a preset second pocket model
- the screen is turned off to control the mobile terminal in the screen-off state
- the screen display state is a bright screen and unlocked state
- the data of the mobile terminal matches a preset third pocket model
- the disclosed embodiments further subdivide the situation in which the mobile terminal is in the screen-on state by confirming that the mobile terminal is in the pocket mode, and take corresponding terminal control actions for different screen display states when the screen is on.
- it is possible to achieve accurate judgment and control of the mobile terminal through matching of multiple pocket models, effectively reduce the probability of accidental touches of the mobile terminal in the pocket mode, and effectively prevent accidental touches of the mobile terminal. It can shorten the screen-on time of unnecessary screen-on caused by accidental touches of the mobile terminal in the pocket mode, which can not only reduce the power consumption of the mobile terminal, but also reduce unnecessary heating of the mobile terminal, thereby significantly improving the user experience of using the terminal.
- Figure 2 is a system flow diagram of the method for identifying the pocket mode of a mobile terminal provided in an embodiment of the present disclosure.
- the following steps S21 to S29 are processed in sequence.
- the mobile terminal when the mobile terminal is in pocket mode, it is generally in a screen-off state, including an AOD screen-off display state.
- the mobile terminal when there is a trigger such as double-click wake-up, fingerprint touch unlocking, incoming call, etc., the mobile terminal starts to light up the screen.
- the first terminal data of the mobile terminal is collected. The first terminal data is as above and will not be repeated here.
- the first terminal data is matched with pocket model A to determine whether the first terminal data matches pocket model A.
- Pocket model A is as above.
- the mobile terminal is in pocket mode. It can be determined as an erroneous operation, and the mobile terminal is prevented from lighting up the screen.
- the mobile terminal continues to be controlled in an off-screen state.
- the mobile terminal starts to light up the screen, and the mobile terminal lights up the screen normally, and proceeds to step S24.
- the mobile terminal turns on the screen and determines whether the mobile terminal is in a locked screen state. If the mobile terminal is in a locked screen state, the process proceeds to step S26; if the mobile terminal is not in a locked screen state, the process proceeds to step S28.
- the second terminal data of the mobile terminal is collected.
- the second terminal data is as described above.
- the acceleration and touch screen data can be collected in a timed manner such as at intervals of several seconds, and the second terminal data is matched with pocket model B to determine whether the second terminal data matches pocket model B.
- Pocket model B is as described above.
- S28 Determine whether the mobile terminal is in unlocked state.
- the mobile terminal turns on the screen and determines whether the mobile terminal is in an unlocked state. If the mobile terminal is in an unlocked state, the process proceeds to step S29. If the mobile terminal is not in an unlocked state, the process proceeds to step S27, and the mobile terminal maintains the screen on.
- the third terminal data of the mobile terminal is collected.
- the third terminal data is specifically as described above.
- the acceleration, touch screen data, and user interface data can be collected in a timed manner such as an interval of several seconds, and the third terminal data is matched with the pocket model C to determine whether the third terminal data matches the pocket model C.
- the pocket model C is as described above.
- the disclosed embodiments confirm that the mobile terminal is in pocket mode and take corresponding terminal control actions for the mobile terminal according to different screen display states.
- it is possible to achieve matching of multiple pocket models.
- it is possible to reduce the probability of the mobile terminal accidentally lighting up the screen in pocket mode, and on the other hand, it is possible to shorten the screen-on time in pocket mode, thereby shortening the unnecessary screen-on time, effectively reducing the probability of accidental touches of the mobile terminal in pocket mode, and effectively preventing accidental touches of the mobile terminal. It can not only reduce the power consumption of the mobile terminal, but also reduce unnecessary heating of the mobile terminal, thereby significantly improving the user experience of using the terminal.
- FIG3 is a schematic block diagram of the structure of a mobile terminal provided by an embodiment of the present disclosure.
- the mobile terminal device 300 includes a processor 301 and a memory 302 , and the processor 301 and the memory 302 are connected via a bus 303 , such as an I2C (Inter-integrated Circuit) bus.
- I2C Inter-integrated Circuit
- the processor 301 is used to provide computing and control capabilities to support the operation of the entire mobile terminal.
- the processor 301 can be a central processing unit (CPU), and the processor 301 can also be other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components, etc.
- the general-purpose processor can be a microprocessor or the processor can also be any conventional processor, etc.
- the memory 302 can be a Flash chip, a read-only memory (ROM) disk, an optical disk, a USB flash drive, or a mobile hard disk, etc.
- ROM read-only memory
- the memory 302 can be a Flash chip, a read-only memory (ROM) disk, an optical disk, a USB flash drive, or a mobile hard disk, etc.
- FIG. 3 is merely a block diagram of a partial structure related to the embodiment of the present disclosure, and does not constitute a limitation on the mobile terminal to which the embodiment of the present disclosure is applied.
- a specific server may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.
- the processor is used to run a computer program stored in the memory, and implement any one of the methods for identifying the pocket mode of a mobile terminal provided in the embodiments of the present disclosure when executing the computer program.
- the embodiments of the present disclosure also provide a storage medium for computer-readable storage, wherein the storage medium stores one or more programs, and the one or more programs can be executed by one or more processors to implement the steps of any method for identifying the pocket mode of a mobile terminal provided in the description of the embodiments of the present disclosure.
- the storage medium may be an internal storage unit of the mobile terminal described in the foregoing embodiment, such as a memory of the mobile terminal.
- the storage medium may also be an external storage device of the mobile terminal, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc., equipped on the mobile terminal.
- a plug-in hard disk such as a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc.
- the present disclosure provides a method for identifying a pocket mode of a mobile terminal, a mobile terminal and a storage medium.
- the method detects the screen display state of the mobile terminal, and when the screen display state is in a target state, collects preset data of the mobile terminal, matches the collected preset data with a pocket model corresponding to the target state, and when it is confirmed that the preset data matches the pocket model corresponding to the target state, confirms that the mobile terminal is in pocket mode.
- the method adopts the method of matching the target state corresponding to the screen display state of the mobile terminal, the preset data of the mobile terminal, and the pocket model corresponding to the target state for consistency to determine whether the mobile terminal is in pocket mode.
- Whether the mobile terminal is in pocket mode can improve the accuracy of pocket mode recognition of the mobile terminal, thereby facilitating practical and effective recognition of the pocket mode of the mobile terminal.
- effective control of the mobile terminal can be achieved, and the accuracy of pocket mode recognition of the mobile terminal can be conveniently improved.
- Such software may be distributed on a computer-readable medium, which may include a computer storage medium (or non-transitory medium) and a communication medium (or temporary medium).
- a computer storage medium includes volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information (such as computer-readable instructions, data structures, program modules, or other data).
- Computer storage media include, but are not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tapes, magnetic disk storage or other magnetic storage devices, or any other medium that can be used to store the desired information and can be accessed by a computer.
- communication media typically contain computer-readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave or other transport mechanism, and may include any information delivery media.
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Abstract
提供了一种移动终端口袋模式的识别方法、设备及存储介质，属于移动终端技术领域，为解决传统技术中对移动终端的口袋模式无法进行有效识别的问题，方法通过检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据，将所采集的预设数据与目标状态所对应的口袋模型相匹配，在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式。
Description
相关申请的交叉引用
本公开要求享有2022年11月03日提交的名称为“移动终端口袋模式的识别方法、移动终端及存储介质”的中国专利申请CN202211372528.2的优先权，其全部内容通过引用并入本公开中。
本公开涉及移动终端技术领域，尤其涉及一种移动终端口袋模式的识别方法、移动终端及存储介质。
移动终端放在口袋中时，容易出现各类误操作，如拨打或者接听电话、拍照、打开闪光灯等，不仅影响正常功能使用，同时误触导致屏幕长时间处于亮屏状态，导致发热严重、耗电加快。随着智能移动终端的快速普及，用户体验已经成为各大终端厂商角逐的焦点，其中移动终端的口袋误触就是对用户体验影响较大的一个技术问题。
发明内容
本公开提供了一种移动终端口袋模式的识别方法、移动终端及存储介质。
第一方面，本公开提供一种移动终端口袋模式的识别方法，包括：检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据；将所采集的预设数据与目标状态所对应的口袋模型相匹配；在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式。
第二方面，本公开还提供一种移动终端，移动终端包括处理器、存储器、存储在存储器上并可被处理器执行的计算机程序以及用于实现处理器和存储器之间的连接通信的数据总线，其中计算机程序被处理器执行时，实现如本公开说明书提供的任一项移动终端口袋模式的识别方法的步骤。
第三方面，本公开还提供一种存储介质，用于计算机可读存储，存储介质存储有一个或
者多个程序，一个或者多个程序可被一个或者多个处理器执行，以实现如本公开说明书提供的任一项移动终端口袋模式的识别方法的步骤。
为了更清楚地说明本公开实施例技术方案，下面将对实施例描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图是本公开的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。
图1为本公开实施例提供的移动终端口袋模式的识别方法的流程示意图；
图2为本公开实施例提供的移动终端口袋模式的识别方法的系统流程示意图；以及
图3为本公开实施例提供的一种移动终端口袋模式的识别设备的结构示意框图。
下面将结合本公开实施例中的附图，对本公开实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本公开一部分实施例，而不是全部的实施例。基于本公开中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例，都属于本公开保护的范围。
附图中所示的流程图仅是示例说明，不是必须包括所有的内容和操作/步骤，也不是必须按所描述的顺序执行。例如，有的操作/步骤还可以分解、组合或部分合并，因此实际执行的顺序有可能根据实际情况改变。
应当理解，在此本公开说明书中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本公开。如在本公开说明书和所附权利要求书中所使用的那样，除非上下文清楚地指明其它情况，否则单数形式的“一”、“一个”及“该”意在包括复数形式。
如何对移动终端的口袋模式进行有效识别，从而在提高终端使用便捷性的同时降低口袋中误触的几率，一直是本领域探索的方向。
本公开实施例提供了一种移动终端口袋模式的识别方法、移动终端及存储介质。其中，识别方法可以应用于移动终端，移动终端包括智能手机、智能手表等电子设备，实现移动终端口袋模式的识别，并可以用于移动终端在口袋模式时的防误触等场景，移动终端的口袋模式描述移动终端在与衣服的口袋环境相同或者相似的场景中的模式，移动终端的口袋模式不仅包括移动终端在衣服口袋的模式，还可以包括移动终端在手袋、手提包、背包等于衣服口
袋相似环境中的模式。
下面结合附图，对本公开的一些实施例作详细说明。在不冲突的情况下，下述的实施例及实施例中的特征可以相互组合。
请参阅图1，图1为本公开实施例提供的移动终端口袋模式的识别方法的流程示意图。如图1所示，该方法可以包括，但不限于以下步骤S11-S13。
S11、检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据。
在示例性的实施方式中，预先设置移动终端在口袋模式下屏显状态所对应的目标状态，目标状态包括熄屏状态与亮屏状态，亮屏状态包括亮屏且锁屏状态、亮屏且已解锁状态，其中，屏显状态描述移动终端的显示屏的显示状态。对于每种目标状态，根据每种目标状态所对应的移动终端的特征，预先配置移动终端相对应的数据，即预设数据，例如，对于熄屏状态，预设数据包括加速度，对于亮屏且锁屏状态，预设数据包括加速度、触摸屏数据，对于亮屏且已解锁状态，预设数据包括加速度、触摸屏数据、用户界面数据。
进行移动终端口袋模式的识别时，检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据。例如，移动终端在口袋模式下，在确认移动终端处于熄屏状态时，采集移动终端的加速度，在确认移动终端处于亮屏且锁屏状态时，采集移动终端的加速度、触摸屏数据，在确认移动终端处于亮屏且已解锁状态，采集移动终端的加速度、触摸屏数据、用户界面数据。
S12、将所采集的预设数据与目标状态所对应的口袋模型相匹配。
在示例性的实施方式中，对于屏显状态的每种目标状态，预先设置相对应的口袋模型。
例如，在移动终端处于口袋模式时，对于移动终端的熄屏状态，将移动终端熄屏后置于衣服的口袋、手袋、手提包、背包等口袋模式下，采集移动终端在行走、跑步、上下楼梯、静坐、平卧等不同场景下相对应的预设数据作为训练样本，基于训练样本，通过包括但不限于神经网络、决策树、随机森林等机器学习，训练得到相对应的可信的口袋模型A，口袋模型A描述移动终端在口袋模式下处于熄屏时传感器的数据特征所对应的模型。
类似地，对于移动终端的亮屏且锁屏状态，将移动终端亮屏且设置为锁屏状态后置于衣服的口袋、手袋、手提包、背包等口袋模式下，采集移动终端在行走、跑步、上下楼梯、静坐、平卧等不同场景下相对应的预设数据作为训练样本，基于训练样本，通过包括但不限于神经网络、决策树、随机森林等机器学习，训练得到相对应的可信的口袋模型B，口袋模型
B描述移动终端在口袋模式下处于亮屏且锁屏状态时传感器的数据特征所对应的模型。
对于移动终端的亮屏且已解锁状态，将移动终端亮屏且设置为已解锁状态后置于衣服的口袋、手袋、手提包、背包等口袋模式下，采集移动终端在行走、跑步、上下楼梯、静坐、平卧等不同场景下相对应的预设数据作为训练样本，基于训练样本，通过包括但不限于神经网络、决策树、随机森林等机器学习，训练得到相对应的可信的口袋模型C，口袋模型C描述移动终端在口袋模式下处于亮屏且已解锁状态时传感器的数据特征所对应的模型。
采集移动终端的预设数据，并判断预设数据是否与目标状态所对应的口袋模型相匹配。例如，判断预设数据是否与口袋模型A相匹配，以判断移动终端是否处于口袋模式下的熄屏状态，判断预设数据是否与口袋模型B相匹配，以判断移动终端是否处于口袋模式下的亮屏且锁屏状态，或者判断预设数据是否与口袋模型C相匹配，以判断移动终端是否处于口袋模式下的亮屏且已解锁状态。
S13、在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式。
在示例性的实施方式中，在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式，在一示例性实施例中，还可以在确认预设数据与目标状态所对应的口袋模型不相匹配时，确认移动终端不处于口袋模式。例如，在确认预设数据与口袋模型A、口袋模型B或者口袋模型C相匹配时，确认移动终端处于口袋模式，在一示例性实施例中，还可以在确认预设数据与口袋模型A、口袋模型B及口袋模型C均不相匹配时，确认移动终端不处于口袋模式。
本公开实施例，通过检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据，将所采集的预设数据与目标状态所对应的口袋模型相匹配，在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式。由于采取了将移动终端的屏显状态所对应的目标状态、移动终端的预设数据、目标状态所对应的口袋模型进行一致性匹配来判断移动终端是否处于口袋模式，能够提高移动终端口袋模式识别的准确性，从而对移动终端的口袋模式便利地进行实际有效的识别，在移动终端的口袋防误触等应用场景中，基于对移动终端口袋模式的准确识别，能够实现对移动终端的有效控制。
在一实施例中，屏显状态包括熄屏状态与亮屏状态，在屏显状态处于目标状态时，采集移动终端的预设数据；将所采集的预设数据与目标状态所对应的口袋模型相匹配，至少包括以下一种：在屏显状态为熄屏状态的情况下，采集移动终端相对应的第一终端数据，并将第一终端数据与预设第一口袋模型相匹配；在屏显状态为亮屏且锁屏状态的情况下，采集移动
终端相对应的第二终端数据，并将第二终端数据与预设第二口袋模型相匹配；在屏显状态为亮屏且解锁状态的情况下，采集移动终端相对应的第三终端数据，并将第三终端数据与预设第三口袋模型相匹配。
在示例性的实施方式中，在屏显状态为熄屏状态的情况下，采集移动终端相对应的第一终端数据，第一终端数据包括加速度，并将第一终端数据与预设第一口袋模型相匹配，预设第一口袋模型可以为上述的口袋模型A，其中，第一终端数据与训练预设第一口袋模型的训练样本可以为相对应的。
在屏显状态为亮屏且锁屏状态的情况下，采集移动终端相对应的第二终端数据，第二终端数据包括加速度、触摸屏数据，并将第二终端数据与预设第二口袋模型相匹配，预设第二口袋模型可以为上述的口袋模型B，其中，第二终端数据与训练预设第二口袋模型的训练样本可以为相对应的。
在屏显状态为亮屏且解锁状态的情况下，采集移动终端相对应的第三终端数据，第三终端数据包括加速度、触摸屏数据、用户界面数据，并将第三终端数据与预设第三口袋模型相匹配，预设第三口袋模型可以为上述的口袋模型C，其中，第三终端数据与训练预设第三口袋模型的训练样本可以为相对应的。
本公开实施例，通过在不同屏显状态下，采集移动终端相应的终端数据，并将终端数据与相应的口袋模型相匹配，从而判断移动终端是否处于口袋模式，能够根据不同屏显状态下移动终端的数据特征，实现移动终端的多种屏显状态的全面覆盖与多种口袋模型各自较为准确的匹配，进一步提高移动终端口袋模式识别的准确性，从而对移动终端的口袋模式便利地进行实际有效的识别，在移动终端的口袋防误触等应用场景中，基于对移动终端口袋模式的准确识别，能够实现对移动终端的有效控制，并且本公开实施例的移动终端口袋模式的识别，不改变移动终端的原有硬件结构，不会增加移动终端的成本，并且功耗低。
在一实施例中，在屏显状态处于目标状态时，采集移动终端的预设数据，包括：在屏显状态为亮屏的情况下，定时采集移动终端的预设数据。
在示例性的实施方式中，在屏显状态为亮屏的情况下，定时采集移动终端的预设数据，可以包括如下情形：在确认移动终端的屏显状态为亮屏且锁屏状态的情况下，定时采集移动终端相对应的第二终端数据，例如，间隔数秒采集移动终端的加速度、触摸屏数据，在确认移动终端的屏显状态为亮屏且解锁状态的情况下，定时采集移动终端相对应的第三终端数据，例如，间隔数秒采集移动终端的加速度、触摸屏数据、用户界面数据。
本公开实施例，通过在移动终端处于亮屏的情况下，采取间隔数秒等定时采集移动终端
相对应的终端数据，进而采用移动终端的终端数据判断移动终端是否处于口袋模式，通过采用稳定的移动终端数据，能够进一步提高移动终端口袋模式识别的准确性，从而对移动终端的口袋模式便利地进行实际有效的识别。
在一实施例中，确认移动终端处于口袋模式之后，还包括：执行目标状态所对应的终端控制动作。
在一些示例性的实施方式中，预先配置移动终端的不同屏显状态所对应的终端控制动作，终端控制动作描述控制移动终端的动作，即屏显状态为目标状态时相对应的控制移动终端的终端控制动作。
在一示例性实施例中，终端控制动作可以包括屏显控制动作。屏显控制动作描述控制移动终端的显示屏幕的显示的动作，即屏显状态为目标状态时，控制移动终端的屏幕显示的动作。例如，在移动终端口袋防误触的应用场景中，在移动终端处于熄屏状态时，若移动终端准备亮屏，但确认移动终端处于口袋模式时，相对应的屏显控制动作可以为不执行亮屏动作，即执行相应的阻止亮屏的动作，在移动终端处于亮屏状态时，在确认移动终端处于口袋模式时，相对应的屏显控制动作可以为执行熄屏动作，即控制移动终端的显示屏幕灭屏。防止移动终端在口袋模式下发生误触，能够有效降低移动终端在口袋模式下发生误触的几率，显著提升用户使用移动终端的体验。
在另一些示例性的实施方式中，控制动作也可以包括状态控制动作，例如，包括应用状态保持运行的或关闭运行的控制动作，例如拨打、接听电话、音乐持续播放等终端控制的动作。利用口袋模式的确定，能够保证终端的应用状态正常运行的效果等。
在一示例性实施例中，屏显状态包括熄屏状态与亮屏状态，执行目标状态所对应的终端控制动作，至少包括以下一种：在屏显状态为熄屏状态的情况下，执行的屏显控制动作为阻止亮屏；在屏显状态为亮屏状态的情况下，执行的屏显控制动作为熄屏。
在示例性的实施方式中，在屏显状态为熄屏状态的情况下，执行的屏显控制动作为阻止亮屏，从而保持移动终端继续处于熄屏状态，能够降低移动终端在口袋模式下的误触等情形导致的非必要亮屏的亮屏几率，在屏显状态为亮屏状态的情况下，执行的屏显控制动作为熄屏，从而将移动终端控制在熄屏状态，能够缩短移动终端在口袋模式下的误触等情形导致的非必要亮屏的亮屏时长，从而有效降低移动终端在口袋模式下的误触几率，显著提升用户体验。
在一示例性实施例中，在屏显状态为亮屏状态的情况下，执行的屏显控制动作为熄屏，包括：在屏显状态为亮屏且锁屏状态，且移动终端的预设数据与预设第二口袋模型相匹配的
情况下，执行灭屏；在屏显状态为亮屏且已解锁状态，且移动终端的预设数据与预设第三口袋模型相匹配的情况下，执行灭屏。
在示例性的实施方式中，在屏显状态为亮屏且锁屏状态，且移动终端的数据与预设第二口袋模型相匹配时，执行灭屏，从而将移动终端控制在熄屏状态，在屏显状态为亮屏且已解锁状态，且移动终端的数据与预设第三口袋模型相匹配时，执行灭屏，从而将移动终端控制在熄屏状态。
本公开实施例，通过确认移动终端处于口袋模式，对移动终端处于亮屏的情形进一步细分，并对亮屏时的不同屏显状态采取相对应的终端控制动作，尤其在移动终端口袋防误触情形下，能够实现通过多种口袋模型匹配，能够实现对移动终端的精确判断与控制，有效降低移动终端在口袋模式下的误触几率，起到移动终端有效的防误触，能够缩短移动终端在口袋模式下的误触等情形导致的非必要亮屏的亮屏时长，不但能降低移动终端的电量浪费消耗，而且能降低移动终端的不必要发热，显著提升用户使用终端的体验。
请参阅图2，图2为本公开实施例提供的移动终端口袋模式的识别方法的系统流程示意图，如图2所示，在该示例中，在移动终端口袋防误触的应用场景中，进行移动终端口袋模式的识别时，依次处理如下步骤S21至S29。
S21、移动终端处于熄屏。
在示例性的实施方式中，移动终端在口袋模式时，一般处于熄屏状态，包括AOD熄屏显示状态。
S22、移动终端准备亮屏时，采集移动终端的第一终端数据。
在示例性的实施方式中，当有双击唤醒、指纹触控解锁、来电等触发时，移动终端启动亮屏，移动终端准备亮屏时，采集移动终端的第一终端数据，第一终端数据如上，在此不再赘述。
S23、将第一终端数据与口袋模型A相匹配。
在示例性的实施方式中，将第一终端数据与口袋模型A相匹配，从而判断第一终端数据与口袋模型A是否匹配，口袋模型A如上，在确认第一终端数据与口袋模型A相匹配的情况下，确认移动终端处于口袋模式，可以判定为是误操作，阻止移动终端亮屏，将移动终端继续控制在熄屏状态，在确认第一终端数据与口袋模型A不相匹配的情况下，初步判定移动终端不处于口袋模式，移动终端启动亮屏，移动终端正常亮屏，转入步骤S24。
S24、在确认第一终端数据与口袋模型A不相匹配的情况下，移动终端亮屏。
S25、判断移动终端是否处于锁屏状态。
在示例性的实施方式中，移动终端亮屏，判断移动终端是否处于锁屏状态，在移动终端处于锁屏状态的情况下，转入步骤S26，在移动终端不处于锁屏状态的情况下，转入步骤S28。
S26、采集移动终端的第二终端数据，并将第二终端数据与口袋模型B相匹配。
在示例性的实施方式中，采集移动终端的第二终端数据，第二终端数据如上所述，可以采取间隔数秒等定时方式采集加速度、触摸屏数据，并将第二终端数据与口袋模型B相匹配，从而判断第二终端数据与口袋模型B是否匹配，口袋模型B如上所述，在确认第二终端数据与口袋模型B相匹配的情况下，确认移动终端处于口袋模式，可以判定为是误操作，将移动终端熄屏，转入步骤S21，在确认第二终端数据与口袋模型B不相匹配的情况下，移动终端保持亮屏状态，转入步骤S27。
S27、在确认第二终端数据与口袋模型B不相匹配的情况下，移动终端维持亮屏。
S28、判断移动终端是否处于解锁状态。
在示例性的实施方式中，移动终端亮屏，判断移动终端是否处于解锁状态，在移动终端处于已解锁状态的情况下，转入步骤S29，在移动终端未处于解锁状态的情况下，转入步骤S27，移动终端维持亮屏。
S29、采集移动终端的第三终端数据，并将第三终端数据与口袋模型C相匹配。
在示例性的实施方式中，采集移动终端的第三终端数据，第三终端数据具体如上所述，可以采取间隔数秒等定时方式采集加速度、触摸屏数据、用户界面数据，并将第三终端数据与口袋模型C相匹配，从而判断第三终端数据与口袋模型C是否匹配，口袋模型C如上所述，在确认第三终端数据与口袋模型C相匹配的情况下，确认移动终端处于口袋模式，可以判定是误操作，将移动终端熄屏，转入步骤S21，在确认第三终端数据与口袋模型C不相匹配的情况下，移动终端保持亮屏状态，转入步骤S27。
本公开实施例，通过确认移动终端处于口袋模式，对移动终端根据不同的屏显状态采取相对应的终端控制动作，尤其在移动终端口袋防误触情形下，能够实现通过多种口袋模型匹配，一方面能够降低移动终端在口袋模式下的误亮屏几率，另一方面能够缩短在口袋模式下处于亮屏状态的时长，从而缩短非必要亮屏时长，有效降低移动终端在口袋模式下的误触几率，起到移动终端有效的防误触，不但能降低移动终端的电量浪费消耗，而且能降低移动终端的不必要发热，显著提升用户使用终端的体验。
请参阅图3，图3为本公开实施例提供的一种移动终端的结构示意性框图。如图3所示，
移动终端设备300包括处理器301和存储器302，处理器301和存储器302通过总线303连接，该总线比如为I2C(Inter-integrated Circuit)总线。
在一示例性实施例中，处理器301用于提供计算和控制能力，支撑整个移动终端的运行。处理器301可以是中央处理单元(Central Processing Unit，CPU)，该处理器301还可以是其他通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit，ASIC)、现场可编程门阵列(Field-Programmable Gate Array，FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。其中，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。
在一示例性实施例中，存储器302可以是Flash芯片、只读存储器(ROM，Read-Only Memory)磁盘、光盘、U盘或移动硬盘等。
本领域技术人员可以理解，图3中示出的结构，仅仅是与本公开实施例方案相关的部分结构的框图，并不构成对本公开实施例方案所应用于其上的移动终端的限定，具体的服务器可以包括比图中所示更多或更少的部件，或者组合某些部件，或者具有不同的部件布置。
其中，处理器用于运行存储在存储器中的计算机程序，并在执行计算机程序时实现本公开实施例提供的任意一种所述的移动终端口袋模式的识别方法。
需要说明的是，所属领域的技术人员可以清楚地了解到，为了描述的方便和简洁，上述描述的移动终端的具体工作过程，可以参考前述移动终端口袋模式的识别方法实施例中的对应过程，在此不再赘述。
本公开实施例还提供一种存储介质，用于计算机可读存储，存储介质存储有一个或者多个程序，一个或者多个程序可被一个或者多个处理器执行，以实现如本公开实施例说明书提供的任一项移动终端口袋模式的识别方法的步骤。
其中，存储介质可以是前述实施例所述的移动终端的内部存储单元，例如移动终端的内存。存储介质也可以是移动终端的外部存储设备，例如移动终端上配备的插接式硬盘，智能存储卡(Smart Media Card，SMC)，安全数字(Secure Digital，SD)卡，闪存卡(Flash Card)等。
本公开提供了一种移动终端口袋模式的识别方法、移动终端及存储介质。方法通过检测移动终端的屏显状态，并在屏显状态处于目标状态时，采集移动终端的预设数据，将所采集的预设数据与目标状态所对应的口袋模型相匹配，在确认预设数据与目标状态所对应的口袋模型相匹配时，确认移动终端处于口袋模式，由于采取了将移动终端的屏显状态所对应的目标状态、移动终端的预设数据、目标状态所对应的口袋模型进行一致性匹配来判断移动终端
是否处于口袋模式，能够提高移动终端口袋模式识别的准确性，从而对移动终端的口袋模式便利地进行实际有效的识别，在移动终端的口袋防误触等应用场景中，基于对移动终端口袋模式的准确识别，能够实现对移动终端的有效控制，能够便捷地提高移动终端口袋模式识别的准确性。
本领域普通技术人员可以理解，上文中所公开方法中的全部或某些步骤、系统、装置中的功能模块/单元可以被实施为软件、固件、硬件及其适当的组合。在硬件实施例中，在以上描述中提及的功能模块/单元之间的划分不一定对应于物理组件的划分；例如，一个物理组件可以具有多个功能，或者一个功能或步骤可以由若干物理组件合作执行。某些物理组件或所有物理组件可以被实施为由处理器，如中央处理器、数字信号处理器或微处理器执行的软件，或者被实施为硬件，或者被实施为集成电路，如专用集成电路。这样的软件可以分布在计算机可读介质上，计算机可读介质可以包括计算机存储介质(或非暂时性介质)和通信介质(或暂时性介质)。如本领域普通技术人员公知的，术语计算机存储介质包括在用于存储信息(诸如计算机可读指令、数据结构、程序模块或其他数据)的任何方法或技术中实施的易失性和非易失性、可移除和不可移除介质。计算机存储介质包括但不限于RAM、ROM、EEPROM、闪存或其他存储器技术、CD-ROM、数字多功能盘(DVD)或其他光盘存储、磁盒、磁带、磁盘存储或其他磁存储装置、或者可以用于存储期望的信息并且可以被计算机访问的任何其他的介质。此外，本领域普通技术人员公知的是，通信介质通常包含计算机可读指令、数据结构、程序模块或者诸如载波或其他传输机制之类的调制数据信号中的其他数据，并且可包括任何信息递送介质。
应当理解，在本公开说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合，并且包括这些组合。需要说明的是，在本文中，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者系统不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者系统所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括该要素的过程、方法、物品或者系统中还存在另外的相同要素。
上述本公开实施例序号仅仅为了描述，不代表实施例的优劣。以上所述，仅为本公开的具体实施例，但本公开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公开揭露的技术范围内，可轻易想到各种等效的修改或替换，这些修改或替换都应涵盖在本公开的保护范围之内。因此，本公开的保护范围应以权利要求的保护范围为准。
Claims (10)
- 一种移动终端口袋模式的识别方法，包括：检测移动终端的屏显状态，并在所述屏显状态处于目标状态时，采集所述移动终端的预设数据；将所采集的预设数据与所述目标状态所对应的口袋模型相匹配；在确认所述预设数据与所述目标状态所对应的口袋模型相匹配时，确认所述移动终端处于口袋模式。
- 根据权利要求1所述的移动终端口袋模式的识别方法，其中，所述屏显状态包括熄屏状态与亮屏状态，所述在所述屏显状态处于目标状态时，采集所述移动终端的预设数据；将所采集的预设数据与所述目标状态所对应的口袋模型相匹配，至少包括以下一种：在所述屏显状态为熄屏状态的情况下，采集所述移动终端相对应的第一终端数据，并将所述第一终端数据与预设第一口袋模型相匹配；在所述屏显状态为亮屏且锁屏状态的情况下，采集所述移动终端相对应的第二终端数据，并将所述第二终端数据与预设第二口袋模型相匹配；在所述屏显状态为亮屏且解锁状态的情况下，采集所述移动终端相对应的第三终端数据，并将所述第三终端数据与预设第三口袋模型相匹配。
- 根据权利要求2所述的移动终端口袋模式的识别方法，其中，所述采集所述移动终端的预设数据包括以下至少一种：在所述屏显状态为熄屏状态的情况下，采集所述移动终端相对应的加速度；在所述屏显状态为亮屏且锁屏状态的情况下，采集所述移动终端相对应的第二终端数据，所述第二终端数据包括下述至少一种：加速度、触摸屏数据；在所述屏显状态为亮屏且解锁状态的情况下，采集所述移动终端相对应的第三终端数据，所述第三终端数据包括以下的至少一种：加速度、触摸屏数据、用户界面数据。
- 根据权利要求1所述的移动终端口袋模式的识别方法，其中，在所述屏显状态处于目标状态时，采集所述移动终端的预设数据，包括：在所述屏显状态为亮屏的情况下，定时采集所述移动终端的预设数据。
- 根据权利要求1所述的移动终端口袋模式的识别方法，其中，所述确认所述移动终端处于口袋模式之后，还包括：执行所述目标状态所对应的终端控制动作。
- 根据权利要求5所述的移动终端口袋模式的识别方法，其中，所述终端控制动作包括屏显控制动作。
- 根据权利要求6所述的移动终端口袋模式的识别方法，其中，所述屏显状态包括熄屏状态与亮屏状态，所述执行所述目标状态所对应的终端控制动作，至少包括以下一种：在所述屏显状态为熄屏状态的情况下，执行的屏显控制动作为阻止亮屏；在所述屏显状态为亮屏状态的情况下，执行的屏显控制动作为熄屏。
- 根据权利要求7所述的移动终端口袋模式的识别方法，其中，所述在所述屏显状态为亮屏状态的情况下，执行的屏显控制动作为熄屏，包括：在所述屏显状态为亮屏且锁屏状态，且所述移动终端的预设数据与预设第二口袋模型相匹配的情况下，执行灭屏；在所述屏显状态为亮屏且已解锁状态，且所述移动终端的预设数据与预设第三口袋模型相匹配的情况下，执行灭屏。
- 一种移动终端，所述移动终端包括处理器、存储器、存储在所述存储器上并可被所述处理器执行的计算机程序，以及用于实现所述处理器和所述存储器之间的连接通信的数据总线，其中所述计算机程序被所述处理器执行时，实现如权利要求1至8中任一项所述的移动终端口袋模式的识别方法的步骤。
- 一种存储介质，用于计算机可读存储，所述存储介质存储有一个或者多个程序，所述一个或者多个程序可被一个或者多个处理器执行，以实现权利要求1至8中任一项所述的移动终端口袋模式的识别的方法的步骤。
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