CN108279830A - Method, apparatus and mobile terminal for motion analysis - Google Patents
Method, apparatus and mobile terminal for motion analysis Download PDFInfo
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- CN108279830A CN108279830A CN201611268534.8A CN201611268534A CN108279830A CN 108279830 A CN108279830 A CN 108279830A CN 201611268534 A CN201611268534 A CN 201611268534A CN 108279830 A CN108279830 A CN 108279830A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
- G08B21/0407—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
- G08B21/0423—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting deviation from an expected pattern of behaviour or schedule
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
Abstract
This application discloses a kind of method, apparatus and mobile terminal for motion analysis.This method includes：Obtain action data and environmental data based on timeline；Based on the time line analysis action data and the environmental data, the first event feature that extraction repeatedly occurs and matches, the first event feature includes that path of motion feature corresponds to environmental characteristic on timeline with the path of motion feature；The first event feature and corresponding first event mark are recorded in event base, and configure corresponding first event processing strategy for first event mark, first event processing strategy is for when monitoring the action data and environmental data that occur matching with the first event feature, processing operation to be carried out based on first event processing strategy.Scheme in the embodiment of the present application can monitor for user's daily behavior provides better experience effect.
Description
Technical field
This application involves field of terminal equipment more particularly to a kind of method, apparatus and mobile terminal for motion analysis.
Background technology
With the development of internet, mobile terminal (such as smart mobile phone etc.) is in addition to having display cell phone incoming call, short message
And outside the function of social software information, moreover it is possible to it is integrated such as to record step number and detection heart rate and healthy related function,
The monitoring to human action and physical condition may be implemented to a certain extent.The existing user's row being applied on mobile terminal
For analysis, a certain behavior of user can only be analyzed, it, cannot fully effectively such as capture action or the measurement of action data
Using its action monitoring with analysis ability.
How using the data acquired, provides better analyzing processing ability to the user, be the application skill to be solved
Art problem.
Invention content
The embodiment of the present application provides a kind of method, apparatus and mobile terminal for motion analysis, can be that user is daily
Behavior monitoring provides better experience effect.
In a first aspect, the embodiment of the present application provides a kind of method for motion analysis, this method includes：When acquisition is based on
Between line action data and environmental data；Based on the time line analysis action data and the environmental data, extract repeatedly occur and
The first event feature to match, the first event feature include that path of motion feature corresponds to timeline with the path of motion feature
On environmental characteristic；And recorded in event base the first event feature and corresponding first event mark, and for this first
Event identifier configures corresponding first event processing strategy, first event processing strategy for when monitor appearance with this first
When action data and environmental data that affair character matches, processing operation is carried out based on first event processing strategy
Second aspect, the embodiment of the present application also provide a kind of device for motion analysis, including：Acquiring unit obtains
Action data based on timeline and environmental data；Feature extraction unit, based on action data described in time line analysis and described
Environmental data, the first event feature that extraction repeatedly occurs and matches, the first event feature includes path of motion feature
The environmental characteristic on timeline is corresponded to the path of motion feature；And event configuration unit, in event base described in record
First event feature and corresponding first event mark, and configure corresponding first event for first event mark and handle plan
Slightly, the first event processing strategy is for working as the action data and ring that monitor and occur matching with the first event feature
When the data of border, processing operation is carried out based on first event processing strategy.
The third aspect, the embodiment of the present application also provide a kind of mobile terminal, including second aspect for motion analysis
Device.
In the embodiment of the present application, by extracting affair character according to action data and environmental data, built based on affair character
Vertical event simultaneously handles strategy accordingly for event configuration, so as to the daily behavior of study analysis user, to the daily of user
Behavior is monitored and handles, and better experience effect is provided for the monitoring of user's daily behavior.
Description of the drawings
Attached drawing described herein is used for providing further understanding of the present application, constitutes part of this application, this Shen
Illustrative embodiments and their description please do not constitute the improper restriction to the application for explaining the application.In the accompanying drawings：
Fig. 1 is the structural schematic diagram of the device for motion analysis of one embodiment of the application.
Fig. 2 is the method flow diagram for motion analysis of one embodiment of the application.
Fig. 3 is the structural schematic diagram of the device for motion analysis of another embodiment of the application.
Fig. 4 is the structural schematic diagram of the device for motion analysis of the further embodiment of the application.
Fig. 5 is the application scenarios schematic diagram of one embodiment of the application.
Specific implementation mode
To keep the purpose, technical scheme and advantage of the application clearer, below in conjunction with the application specific embodiment and
Technical scheme is clearly and completely described in corresponding attached drawing.Obviously, described embodiment is only the application one
Section Example, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art are not doing
Go out the every other embodiment obtained under the premise of creative work, shall fall in the protection scope of this application.
Below in conjunction with attached drawing, the technical solution that each embodiment of the application provides is described in detail.
Fig. 1 is the structural schematic diagram of the device for motion analysis of one embodiment of the application.As shown in Figure 1, should
Device for motion analysis may include：Inertial sensor, audio sensor, temperature sensor, shock sensor, motion analysis
Module, environmental analysis module, monitoring module, central processing module, memory module, alarm module, communication module etc..
It should be understood, of course, that in specific application, above-mentioned module is not indispensable, and user can be according to practical need
It wants, module therein is increased or deleted.
The human action path etc. of the equipment belonging to the device for motion analysis can be identified in inertial sensor
And record, action data is formed, basis is provided to further realize motion analysis and application.
Audio sensor can collect the audio frequency characteristics in ambient enviroment, form the environmental data about audio, for action
Analysis, which provides, assists in identifying ability.
Temperature sensor can collect the temperature profile in ambient enviroment, form the environmental data about temperature, for action
Analysis, which provides, assists in identifying ability.
Feature can be collected in ambient enviroment and be shaken caused by human action to shock sensor, be formed about vibrations
Environmental data, provide the ability of assisting in identifying for motion analysis.
Motion analysis module receives the action data that inertial sensor provides, and according to study module or monitoring module
Instruction carries out analyzing processing to action data.
Environmental analysis module receives the environmental data of the offers such as audio, temperature and shock sensor, and according to study mould
The instruction of block or monitoring module carries out analyzing processing to action data.
Study module is responsible for receiving what motion analysis module was obtained with environmental analysis module analysis when starting learning functionality
Affair character data, and the configuration of the customization and Event Policies according to the instruction carry out event of central processing module.
Monitoring module is responsible for receiving the event of motion analysis module and the transmission of environmental analysis module when starting monitoring function
Characteristic, and according to the instruction of central processing module, handled according to the corresponding Event Policies of affair character.
Central processing module is responsible for the operation control of all modules of whole equipment, and is received and processed outside by communication module
The instruction or data that portion's equipment is sent out, and instruction or data etc. are sent to external equipment by communication module, while being responsible for behaviour
It controls the data access of memory module and sends out corresponding action command to alarm module.For example, central processing unit can be by logical
Letter module receives the instruction that other smart mobile phones are sent out, and receiving other Intelligent bracelets, smartwatch, intelligence by communication module guards against
Refer to, the exercise data and/or environmental data of the transmissions such as intelligent waistband, by communication module to other smart mobile phone sending device shapes
The action data and/or environmental data that the present apparatus obtains are sent to other intelligence by state information or warning message by communication module
Can mobile phone or it is other include the equipment of device, etc. for motion analysis.
Alarm module is completed relevant alarm according to the instruction of central processing module and is acted, such as sends out rhythmic sound
Sound and vibrations etc..
Communication module is communicated with external equipment (such as smart mobile phone) according to the instruction of central processing module, is generally made
With the hardware and agreement of the communications such as bluetooth, infrared, Wireless Fidelity (Wifi).
In the following, in conjunction with Fig. 1, the method and apparatus of the embodiment of the present application are further described.
Fig. 2 is the method flow diagram for motion analysis of one embodiment of the application.The method of Fig. 2 is by being used to act
The device of analysis executes.In specific application, which can be a kind of mobile terminal, such as intelligently
Mobile phone, Intelligent bracelet, smartwatch etc..The method of Fig. 2 includes：
S201 obtains action data and environmental data based on timeline.
It should be understood that in the embodiment of the present application, can acquire in several ways obtain action data based on timeline and
Environmental data.
In a kind of specific embodiment, the device for motion analysis can be acquired by the sensor of itself obtains base
In the action data and environmental data of timeline.
For example, the device for motion analysis can be acquired by inertial sensor and obtain the action data based on timeline.
In another example the device for motion analysis can obtain the temperature information in ambient enviroment by temperature sensor, or
Person is the temperature information of equipment, etc. belonging to the device for motion analysis.
In another example the device for motion analysis can obtain the audio frequency characteristics in ambient enviroment by audio sensor, etc.
Deng.
In another example the vibrations of the device for motion analysis can be obtained by shock sensor for the device of motion analysis
Feature, etc..
Above-mentioned such as temperature data, audio characteristic data, vibrations characteristic, are referred to as environmental data.
In another specific embodiment, the device for motion analysis can also be based on Wireless Fidelity (Wifi), red
Outside, the communications protocol such as bluetooth obtain the exercise data and/or environmental data of other equipment for establishing communication connection.
For example, the device for being used for motion analysis can be Intelligent bracelet, miscellaneous equipment can be worn with same user
Wear and have built up associated smartwatch, intelligent finger ring etc..Intelligent bracelet can be based on the communications protocol such as Wifi, infrared, bluetooth,
Exercise data is obtained from smartwatch, environmental data, etc. is obtained from intelligent finger ring.
Specifically, in device shown in Fig. 1, the inertial sensor in Fig. 1, audio sensor, temperature sensing can be passed through
Device, shock sensor etc. obtain the exercise data and environmental data of corresponding device, or by the communication module in Fig. 1, obtain
The exercise data and environmental data of miscellaneous equipment.
S202 determines first for repeatedly occurring and matching based on the time line analysis action data and the environmental data
Affair character.
Wherein, which includes that path of motion feature corresponds to environment on timeline with the path of motion feature
Feature.
In the embodiment of the present application, the environment in path of motion feature and the path of motion feature predetermined time line is special
Levy the feature together as event.
For example, at least being needed for the common door with handles of some present when user will define a door open event
It will there are one the action that turns the handle and an actions for pushing or pulling.At this point, the path of motion feature includes rotation
Path of motion when handle, and path of motion when pushing or pulling；Environmental data may include corresponding sound when swing handle
Frequency feature and/or vibrations feature, corresponding audio frequency characteristics and/or vibrations feature, etc. when pushing or pulling.
It should be understood that the device for motion analysis generally requires to carry out in the corresponding affair character of one event of study
Repeatedly training, can just access the sample data of a more satisfactory affair character.For example, to above-mentioned door open event, it is used for
Then the device of motion analysis can extract the action repeatedly opened the door by recording action data and environmental data when repeatedly opening the door
The sample data, etc. of the average value of data and the average value of environmental data as affair character.
Specifically, in device shown in Fig. 1, the study module in Fig. 1, call action analysis module and environment can be passed through
The first event feature that analysis module extraction repeatedly occurs and matches.
S203 records the first event feature and corresponding first event mark in event base, and is the first event
Mark configures corresponding first event processing strategy.
The first event processing strategy for when monitor the sensor acquisition action data and environmental data occur with
When the data that the first event feature matches, processing operation is carried out based on first event processing strategy.
Specifically, in device shown in Fig. 1, can by the central processing module in Fig. 1, recorded in event base this
One affair character and corresponding first event mark, and configure corresponding first event processing strategy for first event mark.
In the embodiment of the present application, by extracting affair character according to action data and environmental data, built based on affair character
Vertical event simultaneously handles strategy accordingly for event configuration, so as to the daily behavior of study analysis user, to the daily of user
Behavior is monitored and handles, and better experience effect is provided for the monitoring of user's daily behavior.
It should be noted that the executive agent of each step of method provided in embodiment illustrated in fig. 2 may each be same
Equipment, alternatively, this method is also by distinct device as executive agent.For example, the executive agent of step S201 and step S202 can
Think equipment 1, the executive agent of step S203 can be equipment 2；For another example, the executive agent of step S201 can be equipment 1,
The executive agent of step S202 and step S203 can be equipment 2；Etc..
It should be understood, of course, that this method may also include：Monitoring analysis exercise data and environmental data, when monitoring movement number
When matching according to the feature of feature and first event with environmental data, strategy is handled according to the first event and carries out processing behaviour
Make.
Specifically, in device shown in Fig. 1, the monitoring module in Fig. 1, call action analysis module and environment can be passed through
Path of motion feature and environmental characteristic in analysis module supervisory control action data and environmental data；The first thing is monitored in monitoring module
When the corresponding action data of part feature and environmental data, by the central processing module in Fig. 1, plan is handled according to the first event
Slightly carry out processing operation.
Optionally, as one embodiment, this method may also include：Determine that characteristic matching degree, this feature matching degree are used for
When the characteristic matching degree of the corresponding action data of two events and environmental data is not less than this feature matching degree, this two are determined
Event matches.
It should be understood that the specific implementation for calculating the characteristic matching degree of data can refer to the prior art, the embodiment of the present application
Details are not described herein.
It should be understood that by setting different characteristic matching degree, the accuracy of identification of event can be required to control, with accidentally
Sentence and obtained between omitting certain equilibrium.
For example, could dictate that characteristic matching degree is 80%, then when the environmental data comprising action data and corresponding timeline
Two groups of data characteristic matching degree be greater than or equal to 80% when, it is believed that the affair character phase of two groups of data characterized
Match；It is on the contrary, then it is assumed that the affair character of two groups of data characterized mismatches.
In the embodiment of the present application, by adjusting characteristic matching degree, matched required precision can be adjusted as needed, to
Interference data can be filtered according to the needs of actual conditions.
It should be understood that in the embodiment of the present application, characteristic matching degree can be adjusted before step S202.At this point, tuning up spy
Sign matching degree can improve the required precision of matched sample identification；The essence of matched sample identification can be reduced by turning characteristic matching degree down
Degree requires.
It should be understood that in the embodiment of the present application, characteristic matching degree can also be adjusted after step S203.At this point, tuning up
Characteristic matching degree will improve the accuracy of the event of identification, and interference data is avoided to go out as the scene of event to a greater extent
It is existing；Event recognition rate will be improved by turning characteristic matching degree down, avoid the occurrence of the scene of missed event to a greater extent.
Optionally, before step S202, this method further includes：Determine characteristic matching number；Wherein, step S202 is specific
It is embodied as：Determination matches and occurrence number is characterized as the first event feature not less than the event of this feature matching times.
For example, if characteristic matching number is set as 5 times, when the data of same event matches are greater than or equal to 5 times,
It can determine the affair character of the event.
In the embodiment of the present application, by setting characteristic matching number so that user can determine sample collection as needed
Number, so that user experience can be improved to a certain extent.
It should be understood that characteristic matching number is arranged fewer, the efficiency that user acquires acquisition first event feature is faster；It is special
Sign matching times are arranged more, and user acquires the sample data for obtaining first event feature just closer to actual value, error
It is smaller.
It should be understood that user learns the mode of event, Active Learning mode and passive learning mode can be divided into.It is shown in Fig. 1
Device in, study module call action analysis module and environmental analysis module can be passed through and realized.
Optionally, as one embodiment, step S201 is implemented as：Obtain the repeated action thing in user
The action data and environmental data obtained in part；Step S202 is implemented as：It is carried out for the first event according to the user
Multiplicating act corresponding action data and environmental data, determine the reference sample action data in the first event, with
And the environmental characteristic in the first event is corresponding with reference to environmental samples data；Determine the reference sample action data be this first
Path of motion feature in affair character, and determine that the reference environmental samples data are the environment spy in the first event feature
Sign.
For example, it is assumed that the device for being used for motion analysis is smartwatch.In Active Learning mode, user could dictate that intelligence
The capture starting point and terminal of path of motion feature and environmental characteristic on energy bracelet/smartwatch.User wears Intelligent bracelet/intelligence
Can wrist-watch go to complete the action of stove of turning on the gas-fire, Intelligent bracelet/smartwatch can record the movement locus of itself, vibrations feature,
Sound characteristic and temperature profile.Intelligent bracelet/smartwatch can capture speed, acceleration, angle etc. by inertial sensor
Shock value, sound value or temperature value that measured value and other sensors capture etc. and Intelligent bracelet/smartwatch exist
Start and the timeline in closing process.When Intelligent bracelet/smartwatch completes multiple motion characteristic and environmental characteristic capture
After process, it can be matched and be calculated based on all sampled datas, obtain sample for reference data.The sample for reference data include ginseng
According to sample action data and with reference to environmental samples data.Because of path of motion feature of all sampled datas in the action process
It is almost the same with environmental characteristic, so can be the note of the timeline that can be used as reference and feature by sample for reference data abstraction
Record.
It should be understood, of course, that user also can install the app for managing the Intelligent bracelet/smartwatch in mobile terminal, and
The capture starting point that the motion characteristic and environmental characteristic of Intelligent bracelet/smartwatch are set on the app, then to intelligent hand
Ring/smartwatch sends out the instruction for starting Feature capturing, and user wears Intelligent bracelet/smartwatch and goes to complete the stove that turns on the gas-fire
Action.Intelligent bracelet/smartwatch can record the movement locus of itself, vibrations feature, sound characteristic and temperature profile.It waits acting
After the completion, user sends out the instruction for terminating Feature capturing by the APP on mobile terminal to Intelligent bracelet/smartwatch.When with
After family execution feature and environmental characteristic capture-process, user is carried out all sampled datas by the APP on mobile terminal
Matching and calculating, obtain sample for reference data.
In the embodiment of the present application, by the behavior of Active Learning user to record event, enable a user to more
Mostly more complicated user behavior is monitored, and is convenient for definition of the user to specific event.
Optionally, as one embodiment, step S201 is implemented as：What acquisition obtained in the 5th predetermined amount of time
Action data and environmental data；Step S202 is implemented as：Analyze the action data obtained in the 5th predetermined amount of time
In environmental data, determine movement locus feature and environmental characteristic all match and matched number be more than pre-determined number multistage
Action data and corresponding environmental data；It is determined with reference to sample action number according to the multistep action data and corresponding environmental data
According to with reference to environmental samples data；Determine that the reference sample action data are the path of motion feature in the first event feature,
And determine that the reference environmental samples data are the environmental characteristic in the first event feature.
For example, the wearable Intelligent bracelet of user/smartwatch carries out daily routines, Intelligent bracelet/smartwatch can be with 24
Hour is the action data and environmental data that unit (or other time length) persistently records user.In passive learning mode,
When Intelligent bracelet/smartwatch detect that user is regular or a large amount of repetitions (duration is longer) match action data with
When environmental data, it can be matched and be calculated with environmental data based on above-mentioned action data, obtain sample for reference data, and remind
The user record event and the processing strategy for customizing the event.Specifically, when Intelligent bracelet/smartwatch can detect 3~5
It is secondary it is above turn on the gas-fire stove or close gas stove match motion characteristic and environmental characteristic when, remind user to be preserved definition
For " turn on the gas-fire stove event " or " closing gas stove event ".
It should be understood, of course, that Intelligent bracelet/smartwatch also can send prompt message to mobile terminal, user is reminded to move
The event is defined in dynamic terminal and configures corresponding event handling strategy.
In the embodiment of the present application, by analyzing action data and environmental data in predetermined amount of time, acquisition wherein occurs
Frequency is more than the affair character of pre-determined number, so as to facilitate user to be referred to according to the behavior largely repeated that history actually occurs
Fixed corresponding monitoring processing strategy so that user is to the formulation of Event Policies closer to actual needs.
Optionally, as one embodiment, first event processing strategy includes：When triggering the first event, to this
The corresponding target object of one event executes designated treatment operation.
For example, it is assumed that children under guardianship are patients of senile dementia, cannot go out alone.Intelligent bracelet can be worn for it, and
Door open event is configured, corresponding door open event strategy is to send message to the other members of family.Then when the patients of senile dementia
When enabling triggering door open event, other kinsfolks can receive corresponding message.
In the embodiment of the present application, by monitoring the action data and environmental data that obtain, and in the data characterization of acquisition the
When one event occurs, designated treatment operation is executed to the target object of first event, so as to be carried out according to the behavior of user
Monitoring is handled.
Further, first event processing strategy includes：When trigger the first event time in the first predetermined amount of time
It is interior, designated treatment operation is executed to the corresponding target object of the first event.
For example, it is assumed that children under guardianship have just finished operation, doctor requires not go out in 10 days.Can be equally its wearing intelligence
Bracelet, and configure door open event, corresponding door open event strategy be if door open event was happened in 10 days to family it is other at
Member sends message.When children under guardianship triggered door open event at the 9th day, then message is sent to the other members of family；When being guarded
When people triggered door open event at the 11st day, then message is not sent to the other members of family.
In the embodiment of the present application, when first event occurs within a predetermined period of time, the target object of first event is held
Row designated treatment operates, and processing is monitored so as to the user behavior to predetermined amount of time.
Optionally, as further embodiment, first event processing strategy includes：When not triggered in the second predetermined amount of time
The first event executes designated treatment operation to the corresponding target object of the first event.
For example, it is assumed that user has just finished operation, need to take medicine on time.It, can be in the intelligent hand of user to avoid forgetting taking medicine
The action for configuring a stubborn medicine bottle on ring or taking medicine, as the event of taking medicine, and it is prison that configuration event strategy, which is at 11 points to 13 points,
The event of taking medicine is measured, notifies user.Then when daily 11 points to 13, Intelligent bracelet does not monitor the event of taking medicine, then with shake
Dynamic form, or in the form of sending message, notify user.
The embodiment of the present application is by monitoring the action data and environmental data that obtain, and the number obtained within a predetermined period of time
When not occurring according to characterization first event, designated treatment operation is executed to the target object of first object, so as to avoid using
Forget certain pending affairs in family.
Optionally, as further embodiment, second event first event association corresponding with the first event feature should
The corresponding second event of second event handles strategy：After triggering the second event, by the first event and second thing
The association status of part is set to first state；The first event handles strategy：When the association status be the first state, and touch
After sending out the first event, then designated treatment operation is executed to the corresponding target object of the first event.
For example, door open event is associated with door close event, after door open event is triggered, you can set association status to
Door opening state；If association status is set as opening state, and monitors door close event, then the hair of door close event is can record
Birthday will.It should be understood, of course, that when opening the door, the occurrence log of door open event can record.
In the embodiment of the present application, by being associated with and configuring corresponding strategy with second event foundation by first event, to
It can realize that the monitoring to more complicated user behavior is handled.
It should be understood, of course, that the first event processing strategy, second event strategy of the embodiment of the present application may also include other plans
Slightly content, for example, second event strategy, which may also include, executes the corresponding target object of second event specified processing operation, etc.
Deng.In addition, first event, second event can be also associated with third event or even more events, at this point, first event processing strategy
It may also include and association status is set to third state, etc..
Further, first event processing strategy includes：When the association status is the first state, and trigger this
Third predetermined amount of time internal trigger first event after the time of two events, then hold the corresponding target object of the first event
Row designated treatment operates.
Or by taking door open event and door close event as an example, if monitoring door close event in 1 minute after door open event triggering,
The occurrence log of recordable door close event.
In the embodiment of the present application, first event whether is triggered after occurring by monitoring second event in the predetermined time, and
Corresponding processing operation is executed after predetermined time internal trigger first event, so as to shorter and associated to being spaced on the time
Event is monitored processing.
Optionally, as further embodiment, second event first event association corresponding with the first event feature should
The corresponding second event of second event handles strategy：After triggering the second event, by the first event and second thing
The association status of part is set to first state；The first event handles strategy：When the association status be the first state, and
Do not trigger the first event after the time for triggering the second event in 4th predetermined amount of time, then it is corresponding to the first event
Target object executes designated treatment operation.
Or by taking door open event and door close event as an example, if not monitoring shutdown thing in 1 minute after door open event triggering
Part can send prompt message to user, user is reminded to close the door.
In the embodiment of the present application, first event whether is triggered after occurring by monitoring second event in the predetermined time, and
Corresponding processing operation is executed after not triggering first event in predetermined time, so as to shorter and associated to being spaced on the time
Event be monitored processing.
It should be understood that in the above-described embodiments, designated treatment operation is executed to the corresponding target object of the first event, it may
There are a variety of realization methods.It, can be by the central processing module combination alarm module of Fig. 1, communication module in device shown in Fig. 1
Deng realization.
It should be understood that in the embodiment of the present application, which can be the method shown in Fig. 2 that executes for motion analysis
Device or the equipment belonging to it or other mobile terminals.
Optionally, as one embodiment, which is the device corresponding device for motion analysis, the specified place
Reason operation is sends a warning message on the device corresponding device for motion analysis, such as by alarm module, with audio or
The form of vibrations sends out warning information, etc..
Optionally, as another embodiment, designated treatment operation packet is executed to the corresponding target object of the first event
It includes：Message is sent to the target object.
It should be understood that the way of realization of the message is there may be a variety of, for example, in the form of text message, audio-frequency information
The combination, etc. of the form of form video information or above-mentioned several forms.
For example, being integrated with image capturing device, such as the device for motion analysis of camera, Ke Yishi at some
The record of image and transmission, are more convenient monitoring of the guardian to children under guardianship when existing event matches success.
It, can will be to user behavior monitored results with message by sending message to target object in the embodiment of the present application
Form notify target object so that target object obtains monitored results in time.
It should be understood that in the embodiment of the present application, the device for motion analysis can have certain communication capacity, can will disappear
Breath is sent to target object.For example, the device for motion analysis can be carried out with the intelligent terminal for having mobile data network
Communication, and target object is transmitted the message to by the intelligent terminal.It should be understood, of course, that this is used for the device of motion analysis also
It can be a function module having on the intelligent terminal of mobile data network.
The stove for example, children under guardianship turn on the gas-fire, but the device for motion analysis of children under guardianship is within a certain period of time
Closing gas stove is not detected, then the device for motion analysis of children under guardianship will send to the intelligent terminal of guardian and alert
Information.
In another example children under guardianship should take medicine within the defined period, the device for motion analysis of children under guardianship
Stubborn medicine bottle is not detected and action of taking medicine, then the device for motion analysis of children under guardianship will be sent out to the intelligent terminal of guardian
Send warning information.
The inconvenience in another example children under guardianship go on a journey, should not go out in special time period, and children under guardianship's divides for acting
The device of analysis detects the action for opening/closing gate, then the device for motion analysis of children under guardianship will be to guardian's
Intelligent terminal sends a warning message.
Further, it is included to the target object transmission packet to management server and sends request message.Wherein, the request
Message carries the mark of the target object and the content of the notification message, which stores the correspondent party of target object
Formula, the request message is for asking the management server to be sent to the content of the notification message according to the mark of the target object
On the target object.
Alternatively, further, being included to the target object transmission packet to management server and sending request message.Wherein,
The request message carries the mark of the first event and the content of the notification message, which stores first event pair
The contact method for the target object answered, the request message is for asking the management server should according to the mark of the first event
The content of notification message is sent on the corresponding target object of the first event.
Optionally, executing designated treatment operation to the corresponding target object of first event includes：By its generation of first event
Time is recorded in event log, for inquiry.
In the embodiment of the present application, by the way that first event and its time of origin are recorded in event log, so that with
Family can inquire the event information having occurred and that according to event log.
Fig. 3 is the structural schematic diagram of the device 300 for motion analysis of one embodiment of the application.As shown in figure 3,
Device 300 for motion analysis may include：Acquiring unit 301, feature extraction unit 302 and event configuration unit 303,
In,
Acquiring unit 301 obtains action data and environmental data based on timeline；
Feature extraction unit 302 extracts repeatedly appearance and phase based on the time line analysis action data and the environmental data
Matched first event feature, the first event feature include that path of motion feature is corresponded to the path of motion feature on timeline
Environmental characteristic；
Event configuration unit 303 records the first event feature and corresponding first event mark in event base, and is
First event mark configures corresponding first event processing strategy, first event processing strategy for when monitor with this
When action data and environmental data that one affair character matches, processing operation is carried out based on first event processing strategy.
In the embodiment of the present application, by extracting affair character according to action data and environmental data, built based on affair character
Vertical event simultaneously handles strategy accordingly for event configuration, so as to the daily behavior of study analysis user, to the daily of user
Behavior is monitored and handles, and better experience effect is provided for the monitoring of user's daily behavior.
It should be understood, of course, that the device 300 for motion analysis may also include monitoring unit 304 and processing unit 305, supervise
It controls unit 304 and monitors the action data and environmental data based on timeline that acquiring unit 301 obtains, processing unit 305 is being supervised
When control unit 304 monitors the action data and environmental data that match with first event feature, plan is handled based on first event
Slightly carry out processing operation.
It should be understood, of course, that the device 300 for motion analysis may also include match parameter dispensing unit 306, wherein
With 306 configurable features matching degree of parameter configuration unit, this feature matching degree be used for when the corresponding action data of two events and
When the characteristic matching degree of environmental data is not less than this feature matching degree, determine that two events match.
Match parameter dispensing unit 306 can also configure characteristic matching number.At this point, feature extraction unit 302 is extracted repeatedly
Occur and the first event feature to match includes：The extraction of feature extraction unit 302 matches and occurrence number is not less than the spy
The event of sign matching times is characterized as the first event feature.
Acquiring unit 301 can by inertial sensor etc. obtain exercise data, by audio sensor, temperature sensor,
At least one of shock sensor etc. obtains environmental data.
In addition, acquiring unit 301 can also be obtained and the equipment belonging to the device 300 for motion analysis by communication interface
Establish communication connection terminal device acquisition exercise data and or environmental data.
The method that device 300 for motion analysis can also carry out Fig. 2, and realize device or intelligence for motion analysis
The function of the embodiment shown in Fig. 2 such as bracelet, smart machine, repeats no more.
It should be understood that the device 300 shown in Fig. 3 for motion analysis, can also be divided into multiple and different devices, for example,
Acquiring unit 301 and feature extraction unit 302 can be merged into a motion analysis device, and event configuration unit 303 is used as and determines
Plan device, by communication interface communicate between motion analysis device and decision making device, etc..Certainly, it is specifically applying
In, it is also possible to use other different dividing modes, the embodiment of the present application not to be limited herein.
Fig. 4 is structural schematic diagram of the embodiment of the present application for the device 400 of motion analysis.Device for motion analysis
400 may include processor 402, memory 403, transmitter 401 and receiver 404.In specific application, this is used to act and divide
The device 400 of analysis can be.
Receiver 404, transmitter 401, processor 402 and memory 403 are connected with each other by 406 system of bus.Bus
406 can be isa bus, pci bus or eisa bus etc..The bus can be divided into address bus, data/address bus, control always
Line etc..For ease of indicating, only indicated with a four-headed arrow in Fig. 4, it is not intended that an only bus or a type of
Bus.
Memory 403, for storing program.Specifically, program may include program code, and said program code includes meter
Calculation machine operational order.Memory 403 may include read-only memory and random access memory, and refer to the offer of processor 402
Order and data.Memory 403 may include high-speed RAM memory, it is also possible to further include nonvolatile memory (non-
Volatile memory), a for example, at least magnetic disk storage.
Processor 402 executes the program that memory 403 is stored, and specifically for executing following operation：
Obtain action data and environmental data based on timeline；
Based on the time line analysis action data and the environmental data, the first event that extraction repeatedly occurs and matches is special
Sign, the first event feature include that path of motion feature corresponds to environmental characteristic on timeline with the path of motion feature；
The first event feature and corresponding first event mark are recorded in event base, and are matched for first event mark
It sets corresponding first event and handles strategy, first event processing strategy matches for working as to monitor with the first event feature
Action data and environmental data when, based on the first event processing strategy carry out processing operation.
The method that the device for motion analysis disclosed in the above-mentioned embodiment illustrated in fig. 2 such as the application executes can be applied to
In processor 402, or realized by processor 402.Processor 402 may be a kind of IC chip, the place with signal
Reason ability.During realization, each step of the above method can by the integrated logic circuit of the hardware in processor 402 or
The instruction of person's software form is completed.Above-mentioned processor 402 can be general processor, including central processing unit (Central
Processing Unit, abbreviation CPU), network processing unit (Network Processor, abbreviation NP) etc.；It can also be number
Signal processor (DSP), application-specific integrated circuit (ASIC), field programmable gate array (FPGA) or other programmable logic devices
Part, discrete gate or transistor logic, discrete hardware components.It may be implemented or execute the disclosure in the embodiment of the present application
Each method, step and logic diagram.General processor can be microprocessor or the processor can also be any routine
Processor etc..The step of method in conjunction with disclosed in the embodiment of the present application, can be embodied directly in hardware decoding processor execution
Complete, or in decoding processor hardware and software module combine execute completion.Software module can be located at random storage
Device, flash memory, read-only memory, this fields such as programmable read only memory or electrically erasable programmable memory, register at
In ripe storage medium.The storage medium is located at memory 403, and processor 402 reads the information in memory 403, in conjunction with it
Hardware completes the step of above method.
The method that device 400 for motion analysis can also carry out Fig. 2, and realize device or intelligence for motion analysis
The function of the embodiment shown in Fig. 2 such as bracelet, smart machine, repeats no more.
Disclosed herein as well is the devices for motion analysis of a kind of mobile terminal, including embodiment as shown in Figure 3
300, or the device 400 for motion analysis of embodiment as shown in Figure 4.
Disclosed herein as well is a kind of computer readable storage medium, the computer-readable recording medium storages one or more
A program, the one or more program include instruction, which works as is held by the portable electronic device including multiple application programs
When row, the method for portable electronic device execution embodiment illustrated in fig. 2 can be made.
Fig. 5 is the application scenarios schematic diagram of one embodiment of the application.
In scene shown in Fig. 5, the device 501 for motion analysis can be as shown in Figure 3 for motion analysis
Device 300 or the device 400 shown in Fig. 4 for motion analysis, the method for being able to carry out Fig. 2.It should be understood, of course, that being used for
The device 501 of motion analysis can also be the device for motion analysis as shown in Figure 1.In specific application, for moving
The device 501 to perform an analysis can be the wearable devices such as Intelligent bracelet, smartwatch, intelligent finger ring.
In scene shown in Fig. 5, the device 501 for motion analysis can have the communications side such as bluetooth, infrared, Wifi
Formula is established with mobile terminal 502 and is communicated to connect.
Mobile terminal 502 can be the intelligent hand for installing the application software (APP) that matches with the device for motion analysis
The equipment such as machine.Mobile terminal 502 can be controlled by application software (APP) and execute correlation function for the device of motion analysis,
For example, start learning functionality, and startup monitoring function, configuration event strategy, configuration feature matching degree, configuration feature matching times,
Etc..
In application scenarios shown in Fig. 5, mobile terminal 502 can also by mobile internet access management server 503,
It is communicated by the mobile terminal associated with other of management server 503, realizes the long-range push of local information.
Management server 503 can manage the account relating of application software on associated mobile terminal (APP), and information exchange etc. is living
It is dynamic, and according to the request of mobile terminal to associated mobile terminal pushed information.For example, management server 503 stores movement
Terminal 502 and mobile terminal 504, the related information of mobile terminal 505, mobile terminal 506, management server 503 can be according to shifting
The information push request of dynamic terminal 502, pushes information to mobile terminal 504, mobile terminal 505 and mobile terminal 506.
It should be understood, of course, that application scenarios shown in fig. 5 are only a kind of possible application scenarios.In specific application,
There is likely to be other application scenarios.For example, the device 501 for motion analysis can also be the work(on mobile terminal 502
It can module.In addition, mobile terminal 502 also can be communicated directly by mobile data network with other mobile terminals, without
To pass through management server 503.
It should be understood by those skilled in the art that, the embodiment of the present invention can be provided as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, the present invention can be used in one or more wherein include computer usable program code computer
The computer program production implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
Including so that process, method, commodity or equipment including a series of elements include not only those elements, but also wrap
Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that wanted including described
There is also other identical elements in the process of element, method, commodity or equipment.
It will be understood by those skilled in the art that embodiments herein can be provided as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application
Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code
The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
Above is only an example of the present application, it is not intended to limit this application.For those skilled in the art
For, the application can have various modifications and variations.It is all within spirit herein and principle made by any modification, equivalent
Replace, improve etc., it should be included within the scope of claims hereof.
Claims (13)
1. a kind of method for motion analysis, which is characterized in that including：
Obtain action data and environmental data based on timeline；
Based on action data described in time line analysis and the environmental data, the first event that extraction repeatedly occurs and matches is special
Sign, the first event feature includes path of motion feature and the path of motion feature corresponds to the environmental characteristic on timeline；
And
The first event feature and corresponding first event mark are recorded in event base, and are matched for first event mark
Corresponding first event processing strategy is set, the first event processing strategy is for special with the first event when monitoring appearance
When levying the action data and environmental data to match, processing operation is carried out based on first event processing strategy.
2. the method as described in claim 1, which is characterized in that extraction repeatedly occur and the first event feature that matches it
Before, the method further includes：
Configuration feature matching degree, the characteristic matching degree are used for the feature when two events corresponding action data and environmental data
When matching degree is spent not less than the characteristic matching, determine that described two events match.
3. method as claimed in claim 1 or 2, which is characterized in that special in the first event that extraction repeatedly occurs and matches
Before sign, the method further includes：
Configuration feature matching times；
Wherein, the extraction repeatedly occurs and the first event feature to match includes：
Extraction matches and occurrence number is characterized as the first event feature not less than the event of the characteristic matching number.
4. the method as described in claim 1, which is characterized in that the first event handles strategy and includes：
When triggering time of the corresponding first event of the first event feature in the first predetermined amount of time, to first thing
The corresponding target object of part executes designated treatment operation；Or
When not triggering the first event in the second predetermined amount of time, the corresponding target object of the first event is executed specified
Processing operation.
5. the method as described in claim 1, which is characterized in that
Second event corresponding with first event feature first event association, at the corresponding second event of the second event
Managing strategy includes：After triggering the second event, the association status of the first event and the second event is set to the
One state；
The first event handles strategy：
It is when the association status is the first state, and after triggering the first event, then corresponding to the first event
Target object executes designated treatment operation；Or
When the association status is the first state, and the third predetermined amount of time after the time for triggering the second event
First event described in internal trigger then executes designated treatment operation to the corresponding target object of the first event；Or
When the association status is the first state, and the 4th predetermined amount of time after the time for triggering the second event
It does not trigger the first event inside, then designated treatment operation is executed to the corresponding target object of the first event.
6. method as described in claim 4 or 5, which is characterized in that refer to the execution of the first event corresponding target object
Determining processing operation includes：
It sends a notification message to the target object.
7. method as claimed in claim 6, which is characterized in that the target object send a notification message including：
Request message is sent to management server, the request message carries the mark of the target object and the notification message
Content, the management server is stored with the contact method of the target object, and the request message is for asking the pipe
The content of the notification message is sent on the target object by reason server according to the mark of the target object；Or
Request message is sent to management server, the request message carries the mark of the first event and the notification message
Content, the management server is stored with the contact method of the corresponding target object of the first event, the request message
For asking the management server that the content of the notification message is sent to described according to the mark of the first event
On the corresponding target object of one event.
8. the method as described in claim 1, which is characterized in that execute specified place to the corresponding target object of the first event
Reason operates：The first event and its time of origin are recorded in event log, for inquiry.
9. the method as described in claim 1, which is characterized in that
Action data and environmental data of the acquisition based on timeline include：Obtain the repeated action event in user
In obtained action data and environmental data；
First thing for repeatedly occurring and matching based on action data and the environmental data described in time line analysis, extraction
Part feature includes：The multiplicating carried out for the first event according to the user acts corresponding action data and environment
Data, the reference sample action data extracted in the first event are special as the path of motion in the first event feature
Sign extracts the corresponding reference environmental samples data of environmental characteristic in the first event as in the first event feature
Environmental characteristic.
10. the method as described in claim 1, which is characterized in that
Action data and environmental data of the acquisition based on timeline include：Acquisition obtains dynamic in the 5th predetermined amount of time
Make data and environmental data；
It is described to be based on action data and the environmental data described in time line analysis, determine the first thing for repeatedly occurring and matching
Part feature includes：It analyzes in the action data and environmental data obtained in the 5th predetermined amount of time, determines movement locus
Feature and environmental characteristic all match and matched number is more than the multistep action data of pre-determined number and corresponding environmental data；
It is determined with reference to sample action data and with reference to environmental samples data according to the multistep action data and corresponding environmental data；It carries
It is the path of motion feature in the first event feature to take the reference sample action data, and is extracted described with reference to environment sample
Notebook data is the environmental characteristic in the first event feature.
11. the method as described in claim 1, which is characterized in that
Action data and environmental data of the acquisition based on timeline include：
It is acquired by inertial sensor and obtains the action data based on timeline；And
It is obtained by the acquisition of at least one of temperature sensor, audio sensor, shock sensor sensor and is based on timeline
Environmental data.
12. a kind of device for motion analysis, which is characterized in that including：
Acquiring unit obtains action data and environmental data based on timeline；
Feature extraction unit extracts repeatedly appearance and phase based on action data and the environmental data described in time line analysis
The first event feature matched, the first event feature include that path of motion feature and the path of motion feature correspond to timeline
On environmental characteristic；And
Event configuration unit records the first event feature and corresponding first event mark in event base, and is described
First event mark configures corresponding first event processing strategy, the first event processing strategy for when monitor appearance with
When action data and environmental data that the first event feature matches, handled based on first event processing strategy
Operation.
13. a kind of mobile terminal, which is characterized in that including：The device as claimed in claim 12 for being used for motion analysis.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611268534.8A CN108279830A (en) | 2016-12-31 | 2016-12-31 | Method, apparatus and mobile terminal for motion analysis |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611268534.8A CN108279830A (en) | 2016-12-31 | 2016-12-31 | Method, apparatus and mobile terminal for motion analysis |
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| CN201611268534.8A Pending CN108279830A (en) | 2016-12-31 | 2016-12-31 | Method, apparatus and mobile terminal for motion analysis |
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Application publication date: 20180713 |