CN108378860A - Psychological pressure monitor system and method based on wearable device and android terminal - Google Patents
Psychological pressure monitor system and method based on wearable device and android terminal Download PDFInfo
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
- A61B5/165—Evaluating the state of mind, e.g. depression, anxiety
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
Abstract
The invention discloses a kind of psychological pressure monitor system and method based on wearable device and android terminal, the system comprises wearable device, android terminal and high concurrent cloud platforms.Light source module and photoelectric signal transforming module the acquisition human pulse signal of wearable device are simultaneously converted to electric signal, then send android terminal to by data transmission module；Then android terminal carries out signal processing, parameter extraction to pulse signal, then the intellectual analysis decision-making module analysis for being deployed in android terminal obtains psychological pressure state outcome and reminds user by voice module with voice mode, finally accordingly loosens adjusting according to the progress of the needs of user.In above process, wearable device acquires the connection of physiological signal, wearable device and android terminal, the signal processing of android terminal and parameter extraction etc. and is started according to the preset monitoring time of user by timing module, it is manually controlled without user, fluctuation is brought to user psychology so as to avoid manually controlling, causes to judge by accident.
Description
Technical field
The present invention relates to mental health applied technical fields, and in particular to a kind of based on wearable device and android terminal
Psychological pressure monitor system and method.
Background technology
Psychologist points out, has the people of 15%-20% to be in a bad mood obstacle, Mental health problem in general population.In fact, existing
Grow directly from seeds it is living in often it will be seen that the morbidity of many patients all with excited, pressure is excessively related.Therefore it is given birth in the study of people
In work, the pressure state for correctly recognizing and alleviating oneself in time is highly important.
For recognizing itself psychological pressure, traditional means are to assess pressure, this hand using psychology correlation scale
Section generally also needs the correct cognition of professional test personnel cooperation and testee, and ability accurate evaluation, practical operation is inconvenient, comments
That estimates is subjective.Objectively, the psychological pressure of people is also be reflected in the physiological signal of people, some are based on brain electricity, electrocardio, skin
The physio-parameter detections such as skin electricity means can also objectively respond the psychological pressure of people.Psychological pressure diagnosis based on physiological signal can
To use dedicated stress analyzer, but its volume is larger, complicated and cost is higher, is primarily adapted for use in hospital's body
The places such as inspection section, psychiatric department, Psychology Dept., Neurology and sanatorium, it is limited to be mainly directed towards crowd, and result is needed by doctor
Analysis and diagnosis, it is more difficult to it is universal, be not suitable for daily monitoring.In recent years, with the development of wearable device, occur many
The method and system of psychological pressure diagnosis and monitoring based on wearable device, although these method and systems solve spiritual pressure
Complicated, the of high cost problem of power analyzer, but these method and systems have the following problems mostly：(1) system is monitored
Start and the beginning of psychological pressure monitoring is manually controlled by user completely, only when user presses the function key of startup monitoring or holds
Row similar operations when assigning the order for starting monitoring to monitoring system, could start psychological pressure monitoring, and some systems also need to
User opens the data transmission devices such as bluetooth manually before starting monitoring, and such monitoring system brings problems with：One
It is since monitoring is started by user, user, which can be appreciated that, oneself is being monitored psychological pressure, the sense of discomfort thus brought
The accuracy that psychological pressure monitoring can be influenced with psychology fluctuation, causes to judge by accident；Second is that in most cases, when user starts monitoring
Have appreciated that oneself is perplexed by psychological pressure, therefore such system can not effectively find the heart existing for user in time
Stress problems are managed, to carry out therapeutic intervention in time, psychological pressure situation are avoided to continue to deteriorate；Third, monitoring can not ensure to cover
To the periods different daily, monitoring is not comprehensive, imperfect.(2) it needs to be sent to clothes after wearable device acquisition physiological signal
Business device is handled and is analyzed, and psychological pressure analysis result is returned, and terminal does not have data processing and intellectual analysis ability, in this way
The problem of bringing has：First, physiological data needs to be uploaded to server by terminal, increase data acquisition with obtain analysis result it
Between time interval；Second is that terminal is required necessarily to be under networking state, when terminal can not network, analysis can not be carried out and sentenced
It is disconnected；Third, when great amount of terminals simultaneously and server interaction when, it is more demanding to server performance, may exist the response time compared with
Long problem is unfavorable for the just-in-time, rapid of monitoring.
In existing method and system, in the paper that Xiao Qian, Zhao Tiezhu are delivered《Psychological pressure prison based on wireless sensor network
The design and realization of examining system》In, emergency button need to be triggered when user feels uneasy manually, starts user terminal heat transfer agent
Acquisition module, request doctor carry out remote diagnosis, and need to open the bluetooth of collector manually, and there are above-mentioned for this system
One problem, can not accomplish to the seamless, timely of user psychology pressure condition, comprehensive monitoring.
In existing application, existing a psychological pressure based on mobile phone camera diagnoses app currently on the market, only when
When user presses the control of " reading the heart ", data acquisition and correlation analysis just start, and equally exist above-mentioned first problem.
In existing method and system, application No. is the Chinese invention patents of 201510293811.X to disclose one kind based on intelligence
The psychological pressure appraisal procedure and system of energy wearable device, wherein intelligent wearable device is responsible for obtaining user in predetermined period
Physiological parameter, and to psychological pressure situation judgement need by server judgment module and processing module complete；Application
Number disclose a kind of mental health monitoring method based on cloud platform, mobile terminal for 201510078749.2 Chinese invention patent
Collected physiological data and environmental data and questionnaire answer answer and need to be uploaded to server, are counted by server,
It obtains and returns to happy index., there is appeal Second Problem in above method and system, terminal itself does not have data processing
And analysis ability, heavy dependence server end.
Invention content
It is a kind of whole based on wearable device and Android the purpose of the present invention is in view of the above shortcomings of the prior art, providing
The psychological pressure monitor system at end, the monitor system start according to the preset monitoring time of user, are different from automatically
The system that some need user manually boots monitoring can realize monitoring truly, avoid because user psychology fluctuates
The error analysis brought, improves the accuracy and validity of monitoring analysis, while can find in time psychological existing for user
Problem, and give certain treatment；On the other hand, the mobile terminal of the system has analysis and decision-making capability, without that will acquire
To physiological signal be uploaded to server, you can obtain the analytical judgment of psychological pressure state as a result, both avoided data upload
The time delay brought realizes quickly timely analyzing and diagnosing, and allows the analyzing and diagnosing of psychological pressure in no network condition
Lower progress, brings advantage to the user.
Another object of the present invention is to provide a kind of psychological pressure monitoring side based on wearable device and android terminal
Method.
The purpose of the present invention can be achieved through the following technical solutions：
A kind of psychological pressure monitor system based on wearable device and android terminal, including wearable device, Android are whole
End and high concurrent cloud platform, the wearable device is worn at wrist, including provides electric energy for wearable device modules
Power module, for judge present system time whether with the preset monitoring time of user coincide, if coincide, automatically
It is connected to android terminal, light source module is opened and carries out physiological signal collection, continue to judge if misfitting, while being responsible for control
The timing module I of physiological signal collection duration processed, for providing the light source module of light at irradiation human skin blood vessel, by human body
The uptake different to light caused by heartbeat and heartbeat interval be converted into electric signal photoelectric signal transforming module and
The physiological signal of acquisition is transferred to the data transmission module I of android terminal；The android terminal includes for judging
Uniting, whether the time is identical with the preset monitoring time of user, and monitoring time is configured in advance in management module, if kiss
It closes, then opens android terminal wifi and 2G/3G/4G network switching, the physiological signal for waiting wearable device to be received to send
Timing module II, signal processing module, right that denoising is filtered to the physiological signal that wearable device is sent
By the extraction of signal processing module treated physiological signal can Efficient Characterization human body psychological pressure physiological parameter parameter extraction
Module, intellectual analysis decision-making module, the root that human body psychological pressure state is differentiated using the physiological parameter of parameter extraction module extraction
According to the judging result of intellectual analysis decision-making module, by voice mode remind user pay close attention to pressure monitoring result voice module,
Help treatment module that the user under the pressure state is adjusted and loosens, provide to the user the administration interface of interactive mode into
The management module of row transaction management, for realizing the data transmission module II of android terminal and high concurrent cloud platform data interaction；
The high concurrent cloud platform includes relevant database, document storage server, web server and web client and voice
Identify server.
Another object of the present invention can be achieved through the following technical solutions：
A kind of psychological pressure monitoring method based on wearable device and android terminal, the described method comprises the following steps：
Step 1：When the timing module II of android terminal judges present system time monitoring whether preset with user
Between coincide, if misfitting, continue to judge, if coincide, open android terminal wifi and 2G/3G/4G network switching, wait for
Receive the physiological signal that wearable device is sent；Meanwhile the timing module I of wearable device judges that present system time is
It is no to coincide with the preset monitoring time of user, if misfitting, continue to judge, if coincideing, is automatically connected to android terminal,
It opens light source module and carries out physiological signal collection；
Step 2：Photoelectric signal transforming module beats human heart and absorption different to light caused by heartbeat interval
Amount is converted into electric signal；
Step 3：After acquiring a period of time, the data transmission module I of wearable device is passed physiological signal by LAN
Android terminal is given, while light source module stops；
Step 4：Signal processing module is filtered denoising to the physiological signal received；
Step 5：From treated, physiological signal extracts physiological parameter to parameter extraction module；
Step 6：Intellectual analysis decision-making module identifies human pressure's state；
Step 7：Data transmission module II is by primitive physiological signal, the physiology of treated physiological signal and stamp additional time
Parameter is uploaded to high concurrent cloud platform；
Step 8：Class speech message is reminded in voice module load, to user report pressure monitoring result；
Step 9：If the analysis result of intellectual analysis decision-making module is to have pressure, voice module load inquiry class voice disappears
Breath, asks the user whether to be adjusted and loosen, and records the answer of user with voice mode and uploads speech recognition server；If intelligence
The analysis result of energy analysis decision module is normal, then this monitoring terminates, return to step 1；
Step 10：Speech recognition server carries out speech recognition, recognition result is returned to treatment module, if recognition result is
The certainties such as " needs ", "Yes" are answered, then treat module startup, and guiding user, which is adjusted, to be loosened；Otherwise, this monitoring knot
Beam, return to step 1；
Step 11：After treatment end, voice module load inquiry class speech message inquires user's therapeutic effect, with voice
Mode records the answer of user and uploads to speech recognition server；
Step 12：Speech recognition server carries out speech recognition, and recognition result is transmitted to document storage server, is used for
Adjustment treatment material, this monitoring terminate, return to step 1.
Compared with prior art, the present invention having the following advantages that and advantageous effect：
1, the psychological pressure monitor system provided by the invention based on wearable device and android terminal, wearable device with
And android terminal has timing module, timing module to carry out equipment connection, number automatically according to the preset monitoring time of user
According to acquisition, data processing and data analysis, the automatic monitoring started to the psychological pressure situation of user solves and is completely dependent on use
Family starts monitoring process and brings psychological fluctuation to user, and then the problem of influence pressure monitoring accuracy；Simultaneously to psychological pressure
Analytical judgment android terminal carry out, without be uploaded to server carry out, ensure that promptness, the rapidity of analytical judgment.
2, the psychological pressure monitor system provided by the invention based on wearable device and android terminal uses interactive voice
Technology, system remind user to pay close attention to psychological pressure monitoring result using speech message, compared to the mode of " display feedback ", have and carry
It wakes up more in time, is not easy the advantage ignored by user；Meanwhile the control of the answer voice of user raw paired systems after speech recognition
System instruction has liberated user's to start treatment module or adjustment treatment material instead of triggering the mode of corresponding function manually
Both hands bring better interactive experience to user.
3, the intellectual analysis decision-making module of the invention for being deployed in android terminal local trains to obtain based on mass data,
Simultaneity factor administrative staff can be updated it by web client and web server using new collected data,
It ensure that accuracy and validity that intellectual analysis decision-making module judges human body psychological pressure status analysis.
Description of the drawings
Fig. 1 is psychological pressure monitor system structural representation of the embodiment of the present invention 1 based on wearable device and android terminal
Figure.
Fig. 2 is that the embodiment of the present invention 2 is illustrated based on the psychological pressure monitoring method flow of wearable device and android terminal
Figure.
Specific implementation mode
Present invention will now be described in further detail with reference to the embodiments and the accompanying drawings, but embodiments of the present invention are unlimited
In this.
Embodiment 1：
Present embodiments provide a kind of psychological pressure monitor system based on wearable device and android terminal, structural representation
As shown in Figure 1, including wearable device, android terminal and high concurrent cloud platform, the wearable device is worn at wrist figure,
Specially smartwatch includes the power module that electric energy is provided for wearable device modules, is herein LIR2030 coin shapes
Rechargeable lithium ion batteries, a diameter of 20mm, thickness 3.2mm, discharge current is up to 40mA；For judging that present system time is
It is no to coincide with the preset monitoring time of user, if coincideing, it is automatically connected to android terminal, light source module is opened and is given birth to
Signal acquisition is managed, continues to judge if misfitting, while being responsible for the timing module I of control physiological signal collection duration, using
In providing the light source module for irradiating light at human skin blood vessel, the light source module of the present embodiment is LED light, the light sent out
Type is green light；Human heart is beated and is converted into the light of electric signal with uptake different to light caused by heartbeat interval
Electric signal conversion module, photoelectric signal transforming module is photoelectric sensor, sample frequency fs=25HZ in the present embodiment；With
And the physiological signal of acquisition is transferred to the data transmission module I of android terminal；The android terminal can be grasped based on Android
Make the mobile phone or tablet computer of system, including is used to judge whether present system time to be kissed with the preset monitoring time of user
It closes, monitoring time is configured in advance in management module, if coincideing, is opened android terminal wifi and 2G/3G/4G network and is opened
It closes, the timing module II for waiting the physiological signal that wearable device to be received sends, the life that wearable device is sent
Reason signal is filtered the signal processing module of denoising, to extracting energy by signal processing module treated physiological signal
The parameter extraction module of Efficient Characterization human body psychological pressure physiological parameter is differentiated using the physiological parameter of parameter extraction module extraction
The intellectual analysis decision-making module of human body psychological pressure state, according to the judging result of intellectual analysis decision-making module, by voice side
Formula reminds user to pay close attention to the voice module of pressure monitoring result, the user under the pressure state is helped to be adjusted and loosen
Treatment module, provide to the user interactive administration interface carry out the management module of transaction management, for realizing android terminal and
The data transmission module II of high concurrent cloud platform data interaction；The high concurrent cloud platform includes that relevant database, document are deposited
Store up server, web server and web client and speech recognition server.
Wherein, the data transmission module I also has Network Management Function, is connected to for managing wearable device
The physiological signal of acquisition is transferred to android terminal by wifi when wearable device and android terminal are under same LAN.
Wherein, the filter in the signal processing module is bandpass filter, including is respectively used to extraction heartbeat signal
With two kinds of bandpass filters with different frequency response of breath signal.
Wherein, the intellectual analysis decision-making module downloads trained intellectual analysis decision in advance from document storage server
Model judges the pressure state of user, according to the judging result of intellectual analysis decision-making module, voice module is by adding
The prompting class speech message prompting user's concern pressure monitoring for being stored in android terminal is carried as a result, the prompting class speech message packet
It includes but is not limited to " your psychological condition is normal, continuing with holding " and " note that you are likely to be under pressure state, please note
Meaning, which is adjusted, to be loosened "；
If the judging result of the intellectual analysis decision-making module is to be in pressure state, load store exists voice module simultaneously
The inquiry class speech message of android terminal inquires whether the user needs to carry out psychological pressure adjusting and loosen, while with audio side
Formula records the answer of user, is uploaded to speech recognition server；Voice for inquiry includes but not limited to that " you are in pressure
Under state, if needs are adjusted and loosen "；Speech recognition server carries out speech recognition, and recognition result is returned and is treated
Module, if recognition result is " needs ", "Yes" etc., certainties are answered, and treat module startup, and guiding user, which is adjusted, to be loosened；
After treatment module auxiliary user's adjusting is loosened, inquiry class voice of the voice module load store in android terminal
Message inquires user's therapeutic effect, while the answer of user is recorded with audible, is uploaded to speech recognition server；For
The voice of inquiry therapeutic effect includes but not limited to that " effectively whether you feel to adjust loosensWhich project is most effectiveWhich project
Effect is bad”；
Treatment module loads treatment material to local from document storage server, and treatment material includes background music and figure
One or more of piece, video；It treats the startup of module and stops being automatically controlled by speech recognition server recognition result
With the manual control of user.
Wherein, android terminal carries out data interaction by 2G/3G/4G networks and high concurrent cloud platform, and original physiologic is believed
Number, treated that physiological signal uploads to document storage server for signal processing module, will additional time stamp physiological parameter on
Relevant database is passed to, the voice of user is uploaded to speech recognition server, it will be in the personal information of user, account information
Reach relevant database；Updated intellectual analysis decision model and treatment material are downloaded from document storage server.
Wherein, the transaction management of the management module includes personal information management, account management and wearable device pipe
Reason；Personal information management includes filling in and changing age, occupation；Account management include modification user name, login password, binding or
Mobile phone, mailbox are unbinded, account exits and switches；Wearable device management includes binding and unbinding wearable device and setting prison
Survey the time.
Wherein, the physiological parameter that the relevant database is used to store user information and extract, user's letter
Breath includes account, password, mobile phone, mailbox；The physiological parameter includes respiratory rate, heart rate and heart rate variability, this implementation
Heart rate variability in example is weighed using the low frequency power of heartbeat interval and the ratio of high frequency power；Every group of physiological parameter additional hours
Between stamp and pressure state label stored, timestamp is the corresponding monitoring time of this group of physiological signal；Pressure state label refers to
The analysis result of intellectual analysis decision-making module.
Wherein, the web server and web client are completed to intellectual analysis decision model in intellectual analysis decision-making module
On-line study and update；Web client provides interactive interface, including " update intellectual analysis decision for system manager
Model " control；When system manager presses the control of " update intellectual analysis decision model ", web server is responded,
The physiological characteristic parameter for loading the tape label newly increased from relevant database according to timestamp, is combined into larger instruction
Practice collection, re-starts the training of intellectual analysis decision model；After training, updated model is transmitted to document storage clothes
Be engaged in device, and to android terminal send " more new model " notice.
Wherein, the speech recognition server is equipped with HMM-GMM speech recognition modelings, realizes the real-time language of human-computer interaction
Sound identifies；If the recognition result of the intellectual analysis decision-making module of android terminal is to have psychological pressure, voice module is carried out to user
After voice reminder, continue with voice mode inquiry user " whether needing to be adjusted and loosen ", the answer of user is by voice
Speech recognition server is recorded in a manner of voice and be uploaded to module, transmits recognition result after speech recognition server identification
Give treatment module, if recognition result is " needs ", the word of the expressions such as "Yes" certainly, treat module startup, guiding user into
Row loosens adjusting；After treatment module auxiliary user's adjusting is loosened, voice module inquires user's therapeutic effect, the answer of user
Speech recognition server is recorded and be uploaded to by voice module in a manner of voice, ties identification after speech recognition server identification
Fruit is transmitted to document storage server, for adjusting treatment material.
Embodiment 2：
Present embodiments provide a kind of psychological pressure monitoring method based on wearable device and android terminal, the method
Flow chart as shown in Fig. 2, including the following steps：
Step 1：When the timing module II of android terminal judges present system time monitoring whether preset with user
Between coincide, if misfitting, continue to judge, if coincide, open android terminal wifi and 2G/3G/4G network switching, wait for
Receive the physiological signal that wearable device is sent；Meanwhile the timing module I of wearable device judges that present system time is
It is no to coincide with the preset monitoring time of user, if misfitting, continue to judge, if coincideing, is automatically connected to android terminal,
It opens light source module and carries out physiological signal collection；
Step 2：Photoelectric signal transforming module beats human heart and absorption different to light caused by heartbeat interval
Amount is converted into electric signal；
Step 3：After acquiring a period of time, the data transmission module I of wearable device is passed physiological signal by LAN
Android terminal is given, while light source module stops；
Step 4：Signal processing module is filtered denoising to the physiological signal received；
Step 5：From treated, physiological signal extracts physiological parameter to parameter extraction module；
Step 6：Intellectual analysis decision-making module identifies human pressure's state；
Step 7：Data transmission module II is by primitive physiological signal, the physiology of treated physiological signal and stamp additional time
Parameter is uploaded to high concurrent cloud platform；
Step 8：Class speech message is reminded in voice module load, to user report pressure monitoring result；
Step 9：If the analysis result of intellectual analysis decision-making module is to have pressure, voice module load inquiry class voice disappears
Breath, asks the user whether to be adjusted and loosen, and records the answer of user with voice mode and uploads speech recognition server；If intelligence
The analysis result of energy analysis decision module is normal, then this monitoring terminates, return to step 1；
Step 10：Speech recognition server carries out speech recognition, recognition result is returned to treatment module, if recognition result is
The certainties such as " needs ", "Yes" are answered, then treat module startup, and guiding user, which is adjusted, to be loosened；Otherwise, this monitoring knot
Beam, return to step 1；
Step 11：After treatment end, voice module load inquiry class speech message inquires user's therapeutic effect, with voice
Mode records the answer of user and uploads to speech recognition server；
Step 12：Speech recognition server carries out speech recognition, and recognition result is transmitted to document storage server, is used for
Adjustment treatment material, this monitoring terminate, return to step 1.
The above, patent preferred embodiment only of the present invention, but the protection domain of patent of the present invention is not limited to
This, any one skilled in the art is in the range disclosed in patent of the present invention, according to the skill of patent of the present invention
Art scheme and its patent of invention design are subject to equivalent substitution or change, belong to the protection domain of patent of the present invention.
Claims (10)
1. a kind of psychological pressure monitor system based on wearable device and android terminal, it is characterised in that：It is set including wearable
Standby, android terminal and high concurrent cloud platform, the wearable device are worn at wrist, including are wearable device modules
The power module of electric energy is provided, for judging whether present system time is identical with the preset monitoring time of user, if kiss
It closes, is then automatically connected to android terminal, open light source module and carry out physiological signal collection, continue to judge if misfitting,
Timing module I, the light source for providing light at irradiation human skin blood vessel for being responsible for control physiological signal collection duration simultaneously
Module, the photosignal for converting human heart bounce to uptake different to light caused by heartbeat interval electric signal turn
Mold changing block and the data transmission module I that the physiological signal of acquisition is transferred to android terminal；The android terminal includes being used for
Judge whether present system time coincide with the preset monitoring time of user, monitoring time carries out in advance in management module
Setting opens android terminal wifi and 2G/3G/4G network switching, wearable device to be received is waited to send if coincideing
The timing module II of physiological signal, the signal processing that denoising is filtered to the physiological signal that wearable device is sent
Module, to by the extraction of signal processing module treated physiological signal can Efficient Characterization human body psychological pressure physiological parameter ginseng
Number extraction module, the intellectual analysis decision model that human body psychological pressure state is differentiated using the physiological parameter of parameter extraction module extraction
Block, according to the judging result of intellectual analysis decision-making module, pass through the voice that voice mode reminds user to pay close attention to pressure monitoring result
Module, provides interactive management to the user at the treatment module for helping the user under pressure state to be adjusted and loosen
Interface carries out the management module of transaction management, for realizing the data transmission mould of android terminal and high concurrent cloud platform data interaction
Block II；The high concurrent cloud platform include relevant database, document storage server, web server and web client and
Speech recognition server.
2. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The data transmission module I is also with Network Management Function, the wifi being connected to for managing wearable device, when
When wearable device and android terminal are under same LAN, the physiological signal of acquisition is transferred to android terminal.
3. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：Filter in the signal processing module is bandpass filter, including is respectively used to extraction heartbeat signal and breathing
Two kinds of signal have the bandpass filter of different frequency response.
4. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The intellectual analysis decision-making module is downloaded trained intellectual analysis decision model in advance from document storage server and is come
The pressure state of user is judged, according to the judging result of intellectual analysis decision-making module, voice module passes through load store
User is reminded to pay close attention to pressure monitoring as a result, the prompting class speech message includes but not in the prompting class speech message of android terminal
It is limited to " your psychological condition is normal, continuing with holding " and " note that you are likely to be under pressure state, it is noted that adjust
Loosen "；
If the judging result of the intellectual analysis decision-making module be in pressure state, voice module simultaneously load store in Android
The inquiry class speech message of terminal is inquired whether the user needs to carry out psychological pressure adjusting and be loosened, while recorded with audible
The answer of user processed, is uploaded to speech recognition server；Voice for inquiry includes but not limited to that " you are in pressure state
Under, if needs are adjusted and loosen "；Speech recognition server carries out speech recognition, and recognition result is returned to treatment module,
If recognition result is answered for certainty, module startup is treated, guiding user, which is adjusted, to be loosened；
After treatment module auxiliary user's adjusting is loosened, voice module load store disappears in the inquiry class voice of android terminal
Breath inquires user's therapeutic effect, while the answer of user is recorded with audible, is uploaded to speech recognition server；For asking
Ask the voice of therapeutic effect includes but not limited to that " whether effectively you feel to adjust loosensWhich project is most effectiveWhich project effect
Fruit is bad”；
Treatment module load treatment material to local from document storage server, treat material include background music and picture,
One or more of video；It treats the startup of module and stops being automatically controlled and being used by speech recognition server recognition result
The manual control at family.
5. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：Android terminal carries out data interaction by 2G/3G/4G networks and high concurrent cloud platform, by primitive physiological signal, signal
Treated that physiological signal uploads to document storage server for processing module, and the physiological parameter that additional time stabs is uploaded to relationship
Type database, speech recognition server is uploaded to by the voice of user, and the personal information of user, account information are uploaded to relationship
Type database；Updated intellectual analysis decision model and treatment material are downloaded from document storage server.
6. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The transaction management of the management module includes personal information management, account management and wearable device management；It is personal
Information management includes filling in and changing age, occupation；Account management includes modification user name, login password, binds or unbind hand
Machine, mailbox, account exit and switch；Wearable device management includes when binding and unbind wearable device and setting monitoring
Between.
7. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The physiological parameter that the relevant database is used to store user information and extract, the user information include
Account, password, mobile phone, mailbox；The physiological parameter includes respiratory rate, heart rate and heart rate variability；Every group of physiological parameter
Additional time stabs and pressure state label is stored, and timestamp is the corresponding monitoring time of this group of physiological parameter；Pressure state
Label refers to the analysis result of intellectual analysis decision-making module.
8. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The web server and web client complete in intellectual analysis decision-making module intellectual analysis decision model it is online
Study and update；Web client provides interactive interface, including " update intellectual analysis decision model " control for system manager
Part；When the control that system manager presses " update intellectual analysis decision model ", web server is responded, according to when
Between stamp the physiological characteristic parameter of the tape label newly increased is loaded from relevant database, be combined into larger training set,
Re-start the training of intellectual analysis decision model；After training, updated model is transmitted to document storage server,
And the notice of " more new model " is sent to android terminal.
9. a kind of psychological pressure monitor system based on wearable device and android terminal according to claim 1, special
Sign is：The speech recognition server is equipped with HMM-GMM speech recognition modelings, realizes that the real-time voice of human-computer interaction is known
Not；If the recognition result of the intellectual analysis decision-making module of android terminal is to have psychological pressure, voice module carries out voice to user
After prompting, continue with voice mode inquiry user " whether needing to be adjusted and loosen ", the answer of user is by voice module
Speech recognition server is recorded and be uploaded in a manner of voice, and recognition result is sent to after speech recognition server identification and is controlled
Module is treated, if recognition result is the word for indicating affirmative, treats module startup, guiding user carries out loosening adjusting；Treat mould
Block auxiliary user is adjusted loosen after, voice module inquires user's therapeutic effect, and the answer of user is by voice module with voice
Mode record and be uploaded to speech recognition server, recognition result is transmitted to document storage after speech recognition server identification
Server, for adjusting treatment material.
10. a kind of psychological pressure monitoring method based on wearable device and android terminal, which is characterized in that the method includes
Following steps：
Step 1：The timing module II of android terminal judges whether present system time is kissed with the preset monitoring time of user
It closes, if misfitting, continues to judge, if coincideing, open android terminal wifi and 2G/3G/4G network switching, wait to be received
The physiological signal that wearable device is sent；Meanwhile the timing module I of wearable device judge present system time whether with
The preset monitoring time of user is coincide, if misfitting, continues to judge, if coincideing, is automatically connected to android terminal, is opened
Light source module carries out physiological signal collection；
Step 2：Photoelectric signal transforming module beats human heart to be turned with uptake different to light caused by heartbeat interval
Turn to electric signal；
Step 3：After acquiring a period of time, the data transmission module I of wearable device is sent to physiological signal by LAN
Android terminal, while light source module stops；
Step 4：Signal processing module is filtered denoising to the physiological signal received；
Step 5：From treated, physiological signal extracts physiological parameter to parameter extraction module；
Step 6：Intellectual analysis decision-making module identifies human pressure's state；
Step 7：Data transmission module II is by primitive physiological signal, the physiological parameter of treated physiological signal and stamp additional time
It is uploaded to high concurrent cloud platform；
Step 8：Class speech message is reminded in voice module load, to user report pressure monitoring result；
Step 9：If the analysis result of intellectual analysis decision-making module is to have pressure, voice module load inquiry class speech message is ask
It asks whether user is adjusted to loosen, the answer of user is recorded with voice mode and uploads speech recognition server；If intelligence point
The analysis result for analysing decision-making module is normal, then this monitoring terminates, return to step 1；
Step 10：Speech recognition server carries out speech recognition, recognition result is returned to treatment module, if recognition result is affirmative
Property answer, then treat module startup, guiding user is adjusted and loosens；Otherwise, this monitoring terminates, return to step 1；
Step 11：After treatment end, voice module load inquiry class speech message inquires user's therapeutic effect, with voice mode
It records the answer of user and uploads to speech recognition server；
Step 12：Speech recognition server carries out speech recognition, recognition result is transmitted to document storage server, for adjusting
Material is treated, this monitoring terminates, return to step 1.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109448820A (en) * | 2018-10-10 | 2019-03-08 | 上海整合医学研究院有限公司 | A kind of wearable mental disease voice assisting in diagnosis and treatment equipment |
| CN109979569A (en) * | 2019-03-29 | 2019-07-05 | 贾艳滨 | A kind of data processing method and device |
| CN109994196A (en) * | 2019-03-29 | 2019-07-09 | 努比亚技术有限公司 | Heart rate data automatically updates the method, terminal and storage medium of interaction |
| CN110876672A (en) * | 2018-09-06 | 2020-03-13 | 富士医疗器股份有限公司 | Massaging machine |
| CN113229790A (en) * | 2021-05-17 | 2021-08-10 | 浙江大学 | Non-contact mental stress assessment system |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080214903A1 (en) * | 2005-02-22 | 2008-09-04 | Tuvi Orbach | Methods and Systems for Physiological and Psycho-Physiological Monitoring and Uses Thereof |
| CN104490407A (en) * | 2014-12-08 | 2015-04-08 | 清华大学 | Wearable mental stress evaluating device and method |
| CN104970811A (en) * | 2015-06-18 | 2015-10-14 | 苏州安莱光电科技有限公司 | Psychological pressure parameter monitoring system and method |
| CN105596016A (en) * | 2015-12-23 | 2016-05-25 | 王嘉宇 | Human body psychological and physical health monitoring and managing device and method |
| CN105943065A (en) * | 2016-06-29 | 2016-09-21 | 北京工业大学 | Human body wearable physiological-psychological-behavioral data collection and analysis system based on brain informatics systematization methodology |
| CN106037635A (en) * | 2016-05-11 | 2016-10-26 | 南京邮电大学 | Intelligent early warning system based on wearable device and early warning method |
| CN107334466A (en) * | 2017-08-08 | 2017-11-10 | 西安交通大学 | A kind of apparatus and method of wearable chronic disease intelligent monitoring and early warning |
-
2018
- 2018-03-07 CN CN201810186482.2A patent/CN108378860A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080214903A1 (en) * | 2005-02-22 | 2008-09-04 | Tuvi Orbach | Methods and Systems for Physiological and Psycho-Physiological Monitoring and Uses Thereof |
| CN104490407A (en) * | 2014-12-08 | 2015-04-08 | 清华大学 | Wearable mental stress evaluating device and method |
| CN104970811A (en) * | 2015-06-18 | 2015-10-14 | 苏州安莱光电科技有限公司 | Psychological pressure parameter monitoring system and method |
| CN105596016A (en) * | 2015-12-23 | 2016-05-25 | 王嘉宇 | Human body psychological and physical health monitoring and managing device and method |
| CN106037635A (en) * | 2016-05-11 | 2016-10-26 | 南京邮电大学 | Intelligent early warning system based on wearable device and early warning method |
| CN105943065A (en) * | 2016-06-29 | 2016-09-21 | 北京工业大学 | Human body wearable physiological-psychological-behavioral data collection and analysis system based on brain informatics systematization methodology |
| CN107334466A (en) * | 2017-08-08 | 2017-11-10 | 西安交通大学 | A kind of apparatus and method of wearable chronic disease intelligent monitoring and early warning |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110876672A (en) * | 2018-09-06 | 2020-03-13 | 富士医疗器股份有限公司 | Massaging machine |
| CN110876672B (en) * | 2018-09-06 | 2024-02-09 | 富士医疗器股份有限公司 | Massaging machine |
| CN109448820A (en) * | 2018-10-10 | 2019-03-08 | 上海整合医学研究院有限公司 | A kind of wearable mental disease voice assisting in diagnosis and treatment equipment |
| CN109979569A (en) * | 2019-03-29 | 2019-07-05 | 贾艳滨 | A kind of data processing method and device |
| CN109994196A (en) * | 2019-03-29 | 2019-07-09 | 努比亚技术有限公司 | Heart rate data automatically updates the method, terminal and storage medium of interaction |
| CN109979569B (en) * | 2019-03-29 | 2020-07-28 | 贾艳滨 | Data processing method and device |
| CN113229790A (en) * | 2021-05-17 | 2021-08-10 | 浙江大学 | Non-contact mental stress assessment system |
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