CN104112055B - Mood analysis shows system and method - Google Patents
Mood analysis shows system and method Download PDFInfo
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- CN104112055B CN104112055B CN201310133755.4A CN201310133755A CN104112055B CN 104112055 B CN104112055 B CN 104112055B CN 201310133755 A CN201310133755 A CN 201310133755A CN 104112055 B CN104112055 B CN 104112055B
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- 230000036651 mood Effects 0.000 title claims abstract description 63
- 238000004458 analytical method Methods 0.000 title claims abstract description 24
- 238000000034 method Methods 0.000 title claims abstract description 23
- 230000002889 sympathetic effect Effects 0.000 claims abstract description 57
- 210000005037 parasympathetic nerve Anatomy 0.000 claims abstract description 41
- 230000008035 nerve activity Effects 0.000 claims abstract description 39
- 238000009434 installation Methods 0.000 claims description 18
- 230000001734 parasympathetic effect Effects 0.000 claims description 9
- 238000005259 measurement Methods 0.000 claims description 7
- 208000019901 Anxiety disease Diseases 0.000 claims description 5
- 230000036506 anxiety Effects 0.000 claims description 5
- 230000000694 effects Effects 0.000 claims description 5
- 210000005036 nerve Anatomy 0.000 claims description 5
- 238000004364 calculation method Methods 0.000 claims description 3
- 230000001537 neural effect Effects 0.000 claims 2
- 230000005611 electricity Effects 0.000 claims 1
- 230000002996 emotional effect Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 3
- 230000008451 emotion Effects 0.000 description 2
- 230000002964 excitative effect Effects 0.000 description 2
- 238000000718 qrs complex Methods 0.000 description 2
- 241000208340 Araliaceae Species 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 230000000747 cardiac effect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 235000008434 ginseng Nutrition 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
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Abstract
A kind of mood analyzes display system, including：Computing module, for the RR spacing between adjacent R ripple in electrocardiogram to be converted into low frequency value and high frequency value by frequency-domain analysis；Receiving module, age and sex for receiving user's input, searches corresponding sympathetic activity standard value and parasympathetic nerve activity criteria value；Module is set up, for setting up coordinate system using sympathetic activity standard value and parasympathetic nerve activity criteria value as origin, using sympathetic activity as transverse axis, using parasympathetic nerve activity as the longitudinal axis；Determining module, for determining the position of the low frequency value and the corresponding coordinate value of high frequency value in the coordinate system；And reminding module, for determining the quadrant of the low frequency value and the corresponding coordinate value of high frequency value on coordinate system, and show that the mood that the quadrant is represented tends on the electronic device.Display methods is analyzed present invention also offers a kind of mood, the current emotional status of user can be viewed.
Description
Technical field
The present invention relates to a kind of electrocardiograph system and method, more particularly to a kind of mood analysis display system and side
Method.
Background technology
Electrocardiogram is made up of a series of ripple group, and each ripple group represents each cardiac cycle.One ripple group bag
Include P ripples, QRS complex, T and involve U ripples.There are multiple R ripples, usual user carries out time domain point according to the R ripples of electrocardiogram in QRS complex
Analysis and frequency-domain analysis, only low frequency and high frequency that frequency-domain analysis goes out, medical personnel can just be understood, and user not can know that oneself
Health.
The content of the invention
In view of the foregoing, it is necessary to a kind of mood analysis display system is provided, the real-time emotion shape of user is conveniently checked
Condition.
A kind of mood analysis display methods of offer is provided, the real-time emotion situation of user is conveniently checked.
A kind of mood analyzes display system, runs on electronic installation, the system includes：Computing module, for by electrocardio
RR spacing in figure between adjacent R ripple is converted to low frequency value and high frequency value by frequency-domain analysis；Receiving module, for receiving user
The age of input and sex, obtain the age and the corresponding sympathetic activity standard value of sex and parasympathetic nerve activity criteria
Value；Module is set up, for being worth with above-mentioned sympathetic activity standard value and parasympathetic nerve activity criteria for origin, with sympathetic god
It is transverse axis through activity, sets up coordinate system using parasympathetic nerve activity as the longitudinal axis；Determining module, for being converted to according to above-mentioned
Low frequency value and high frequency value, and sympathetic activity standard value and parasympathetic nerve activity criteria value, determine the low frequency value and high frequency
It is worth position of the corresponding coordinate value in the coordinate system；And reminding module, for determining that the low frequency value is corresponding with high frequency value
Quadrant of the coordinate value on coordinate system, and show that the mood that the quadrant is represented tends on the electronic device.
A kind of mood analyzes display methods, runs on electronic installation, this method comprises the following steps：Calculation procedure, will
RR spacing in electrocardiogram between adjacent R ripple is converted to low frequency value and high frequency value by frequency-domain analysis；Receiving step, receives user
The age of input and sex, obtain the age and the corresponding sympathetic activity standard value of sex and parasympathetic nerve activity criteria
Value；Establishment step, is lived using above-mentioned sympathetic activity standard value and parasympathetic nerve activity criteria value as origin, with sympathetic nerve
Property is transverse axis, sets up coordinate system using parasympathetic nerve activity as the longitudinal axis；Determine step, according to the above-mentioned low frequency value being converted to and
High frequency value, and sympathetic activity standard value and parasympathetic nerve activity criteria value, determine that the low frequency value and high frequency value are corresponding
Position of the coordinate value in the coordinate system；And prompting step, determine the low frequency value and the corresponding coordinate value of high frequency value in seat
The quadrant fastened is marked, and shows that the mood that the quadrant is represented tends on the electronic device.
Compared to prior art, mood analysis shows system and method, can by the frequency-domain analysis to electrocardiogram,
The active coordinate system of sympathetic activity and parasympathetic nerve is set up, allowing can mood of the real time inspection to user in the coordinate system
And suitable control regulation mood, with the emotional state kept fit.
Brief description of the drawings
Fig. 1 is the running environment figure that mood of the present invention analyzes display system preferred embodiment.
Fig. 2 is the functional block diagram of mood analysis display system 10 in the present invention.
Fig. 3 is the operation process chart that mood of the present invention analyzes display methods preferred embodiment.
Fig. 4 is mood display schematic diagram of the present invention.
Main element symbol description
| Electronic installation | 1 |
| Mood analyzes display system | 10 |
| Database | 11 |
| Ecg measurement instrument | 2 |
| Acquisition module | 100 |
| Computing module | 101 |
| Receiving module | 102 |
| Set up module | 103 |
| Determining module | 104 |
| Reminding module | 105 |
Following embodiment will further illustrate the present invention with reference to above-mentioned accompanying drawing.
Embodiment
As shown in figure 1, being the running environment figure that mood of the present invention analyzes display system preferred embodiment.Mood analysis is aobvious
Show that system 10 is run in electronic installation 1, the electronic installation 1 can be mobile phone, tablet personal computer, notebook computer, desktop computer etc..
The electronic installation 1 includes database 11, and the database 11 can be built in the electronic installation 1, is also filled external to the electronics
Put 1.Be stored with the sympathetic activity of each age bracket different sexes and the standard of parasympathetic nerve activity in the database 11
Value.The electronic installation 1 by network connection in ecg measurement instrument 2, the network connection can for cable network connection or
Person's wireless network is connected.The ecg measurement instrument 2 is used for the electrocardiogram for measuring user, and the electrocardiogram is sent into electron dress
1 is put, described mood analysis display 10 pairs of electrocardiograms of system carry out frequency-domain analysis, and analysis result is shown in into the electronic installation
On 1, the health of oneself is seen for user.
As shown in Fig. 2 being the functional block diagram of mood analysis display system 10 in Fig. 1.The mood analyzes display system
10 include：Acquisition module 100, computing module 101, receiving module 102, set up module 103, determining module 104 and reminding module
105.The module is the software program section with specific function, and the software is stored in computer-readable recording medium or other deposited
Equipment is stored up, can be performed by computer or other computing devices comprising processor, so as to complete mood analysis display in the present invention
Flow.
Acquisition module 100 is used to get the current electrocardiogram of user from ecg measurement instrument 2, and gets the electrocardio
RR spacing on figure between adjacent R ripple（R-R interval）.
Computing module 101 is used to the RR spacing is converted into low frequency value by frequency-domain analysis using fourier algorithm（low
Frequency, LF）And high frequency value（High frequency, HF）, the LF and HF numerical value is assumed to be（X1, Y1）, low frequency value generation
Table is sympathetic activity, and what high frequency value was represented is parasympathetic nerve activity.
Receiving module 102 is used for age and the sex for receiving user's input, and the age according to the input and sex, in number
According to corresponding sympathetic activity standard value and parasympathetic nerve activity criteria's value is searched in storehouse 11, such as（X, Y）.The receiving module
102 can provide a user interface on electronic installation 1, and the user interface is available for user to input age and sex, can also carried
Selected for the range of age and sex for user.
Setting up module 103 is used for the above-mentioned sympathetic activity standard value found and parasympathetic nerve activity criteria's value
For origin, using sympathetic activity numerical value as transverse axis, coordinate system is set up using parasympathetic nerve activity value as the longitudinal axis.Such as Fig. 4 institutes
Show, the sympathetic activity value and parasympathetic nerve activity value of user can all be represented by low frequency value and high frequency value, therefore, low
Frequency value and high frequency value are represented by the coordinate value of a point in the coordinate system.Because sympathetic nerve and parasympathetic nerve are managed respectively
The different moods of people are controlled, therefore each quadrant of the coordinate system can represent that different moods tends to.For example, first quartile is represented
Excited or angry mood tends to, and the second quadrant represents that the mood of relaxation state tends to, and third quadrant represents dejected or sorrow
The mood of wound tends to, and fourth quadrant represents that the mood of anxiety or pressure tends to.
Determining module 104 is used to be converted to low frequency value and high frequency value according to above-mentioned（X1, Y1）, and sympathetic activity mark
Quasi- value and parasympathetic nerve activity criteria value（X, Y）, calculate（X1, Y1）For（X, Y）Relative coordinate values, it is determined that（X1, Y1）
Position in the coordinate system, and be shown on the coordinate system.It is described in the present embodiment（X1, Y1）Relative coordinate values be
（X1-X, Y1-Y）, the coordinate value of the low frequency value and high frequency value corresponding point in the coordinate system is（X1-X, Y1-Y）, it is described
Determining module 104 is that can determine that the position of the low frequency value and high frequency value corresponding points in a coordinate system.
Reminding module 105 is used to determine（X1, Y1）Quadrant on the coordinate system, and the mood represented according to the quadrant
The mood for tending to determine the user tends to, and shows that the current mood of the user tends in the user interface of electronic installation 1,
For checking that the current mood of the user tends to, such as user is currently at excitatory state.If as shown in figure 4, user's is low
First quartile of the frequency value coordinate value corresponding with high frequency value in coordinate system, then it represents that the sympathetic activity and parasympathetic of the user
Activity is higher, in excited or angry mood.If the corresponding coordinate value of low frequency value and high frequency value of user is in coordinate system
Second quadrant, then it represents that the sympathetic activity of the user is relatively low, and parasympathetic activity is higher, user is in relaxation state.When with
The corresponding coordinate value of low frequency value and high frequency value at family is in third quadrant, then it represents that the sympathetic activity and parasympathetic of the user is lived
Property it is relatively low, user is in dejected or sad mood.When the corresponding coordinate value of low frequency value and high frequency value of user is in four-quadrant
Limit, then it represents that the sympathetic activity of the user is higher, and parasympathetic nerve activity is relatively low, user is in anxiety or pressure state
In.
As shown in figure 3, being the operation process chart that mood of the present invention analyzes display methods preferred embodiment.
Step S30, acquisition module 100 gets the current electrocardiogram of user from ecg measurement instrument 2, and gets this
RR spacing on electrocardiogram between adjacent R ripple.
The RR spacing is converted to low frequency value by step S31, computing module 101 using fourier algorithm by frequency-domain analysis
（Low frequency, LF）And high frequency value（High frequency, HF）, the LF and HF numerical value is assumed to be（X1, Y1）, it is low
What frequency value was represented is sympathetic activity, and what high frequency value was represented is parasympathetic nerve activity.
Step S32, receiving module 102 receives age and the sex of user's input, and the age according to the input and sex,
Corresponding sympathetic activity standard value and parasympathetic nerve activity criteria's value are searched in database 11, such as（X, Y）.The reception
Module 102 can provide a user interface on electronic installation 1, and the user interface is available for user to input age and sex, also may be used
Selected with providing the range of age and sex for user.
Step S33, is set up module 103 and is marked with the above-mentioned sympathetic activity standard value found and parasympathetic nerve activity
Quasi- value is origin, and using sympathetic activity numerical value as transverse axis, coordinate system is set up using parasympathetic nerve activity value as the longitudinal axis.As schemed
Shown in 4, the sympathetic activity value and parasympathetic nerve activity value of user can all be represented by low frequency value and high frequency value, because
This, low frequency value and high frequency value are represented by the coordinate value of a point in the coordinate system.Due to sympathetic nerve and parasympathetic nerve
The different moods of management and control people respectively, thus the coordinate system each quadrant represents is that different moods tend to.
Step S34, determining module 104 is converted to low frequency value and high frequency value according to above-mentioned（X1, Y1）, and sympathetic nerve work
Property standard value and parasympathetic nerve activity criteria value（X, Y）, calculate（X1, Y1）With（X, Y）Relative coordinate values, and determine（X1,
Y1）Position in the coordinate system, and be shown on the coordinate system.
Step S35, reminding module 105 is determined（X1, Y1）Quadrant on the coordinate system, and represented according to the quadrant
The mood that mood tends to determine the user tends to, and shows in the user interface of electronic installation 1 the current mood of the user
Tend to, for checking that the current mood of the user tends to, such as user is currently at excitatory state.If as shown in figure 4, user
Low frequency value and the corresponding coordinate value of high frequency value coordinate system first quartile, then it represents that the sympathetic activity and pair of the user
Sympathetic activity is higher, in excited or angry mood.If the corresponding coordinate value of low frequency value and high frequency value of user is in coordinate
Second quadrant of system, then it represents that the sympathetic activity of the user is relatively low, and parasympathetic activity is higher, user is in relaxation state.
When the corresponding coordinate value of low frequency value and high frequency value of user is in third quadrant, then it represents that the sympathetic activity of the user and secondary friendship
Sense activity is relatively low, and user is in dejected or sad mood.When the corresponding coordinate value of low frequency value and high frequency value of user is
Four-quadrant, then it represents that the sympathetic activity of the user is higher, parasympathetic nerve activity is relatively low, and user is in anxiety or pressure
In state.
It should be noted last that, the above embodiments are merely illustrative of the technical solutions of the present invention and it is unrestricted, although ginseng
The present invention is described in detail according to preferred embodiment, it will be understood by those within the art that, can be to the present invention
Technical scheme modify or equivalent substitution, without departing from the spirit and scope of technical solution of the present invention.
Claims (8)
1. a kind of mood analyzes display system, run on electronic installation, it is characterised in that the system includes：
Computing module, for the RR spacing between adjacent R ripple in electrocardiogram to be converted into low frequency value and high frequency by frequency-domain analysis
Value, the low frequency value represents sympathetic activity, and the high frequency value represents parasympathetic nerve activity；
Receiving module, age and sex for receiving user's input, obtains the age and the corresponding sympathetic activity of sex
Standard value and parasympathetic nerve activity criteria value；
Module is set up, for being worth with above-mentioned sympathetic activity standard value and parasympathetic nerve activity criteria for origin, with sympathetic
Neural activity is transverse axis, sets up coordinate system using parasympathetic nerve activity as the longitudinal axis, and each quadrant of the coordinate system represents different
Mood tends to；
Determining module, for according to the above-mentioned low frequency value and high frequency value being converted to, and sympathetic activity standard value and secondary friendship
Feel neural activity standard value, determine the position of the low frequency value and the corresponding coordinate value of high frequency value in the coordinate system；And
Reminding module, for determining the quadrant of the low frequency value and the corresponding coordinate value of high frequency value on coordinate system, and in electronics
Show that the mood that the quadrant is represented tends on device.
2. mood as claimed in claim 1 analyzes display system, it is characterised in that the system also includes：Acquisition module, is used for
The electrocardiogram is obtained from ecg measurement instrument, and obtains the RR spacing.
3. mood as claimed in claim 1 analyzes display system, it is characterised in that when the low frequency value and high frequency value are corresponding
Coordinate value represents that the sympathetic activity and parasympathetic activity of the user is higher, reminding module in the first quartile of coordinate system
Show that user is in excited or angry mood；When the corresponding coordinate value of low frequency value and high frequency value of user is the of coordinate system
Two quadrant, represents that the sympathetic activity of the user is relatively low, parasympathetic activity is higher, and reminding module shows that user is in and loosens shape
State；When the corresponding coordinate value of low frequency value and high frequency value of user is in third quadrant, the sympathetic activity and pair of the user is represented
Sympathetic activity is relatively low, and reminding module shows that user is in dejected or sad mood；And when the low frequency value and high frequency value of user
Corresponding coordinate value represents that the sympathetic activity of the user is higher, parasympathetic nerve activity is relatively low in fourth quadrant, points out mould
Block shows that user is in anxiety or pressure state.
4. mood as claimed in claim 1 analyzes display system, it is characterised in that the electronic installation stores difference in advance
Age and the corresponding sympathetic activity standard value of sex and parasympathetic nerve activity criteria value.
5. a kind of mood analyzes display methods, run on electronic installation, it is characterised in that this method comprises the following steps：
Calculation procedure, low frequency value and high frequency value are converted to by the RR spacing between adjacent R ripple in electrocardiogram by frequency-domain analysis, should
Low frequency value represents sympathetic activity, and the high frequency value represents parasympathetic nerve activity；
Receiving step, receives age and the sex of user's input, obtains the age and the corresponding sympathetic activity standard of sex
Value and parasympathetic nerve activity criteria value；
Establishment step, with above-mentioned sympathetic activity standard value and parasympathetic nerve activity criteria value for origin, with sympathetic nerve
Activity is transverse axis, sets up coordinate system using parasympathetic nerve activity as the longitudinal axis, and each quadrant of the coordinate system represents different moods
Tend to；
Step is determined, according to the above-mentioned low frequency value and high frequency value being converted to, and sympathetic activity standard value and parasympathetic god
It is worth through activity criteria, determines the position of the low frequency value and the corresponding coordinate value of high frequency value in the coordinate system；And
Step is pointed out, the quadrant of the low frequency value and the corresponding coordinate value of high frequency value on coordinate system is determined, and in electronic installation
The upper mood for showing that the quadrant is represented tends to.
6. mood as claimed in claim 5 analyzes display methods, it is characterised in that this method is also wrapped before calculation procedure
Include：
Obtaining step, obtains the electrocardiogram, and obtain the RR spacing from ecg measurement instrument.
7. mood as claimed in claim 5 analyzes display methods, it is characterised in that the prompting step also includes：When described
Low frequency value and the corresponding coordinate value of high frequency value represent the sympathetic activity of the user and secondary friendship in the first quartile of coordinate system
Sense activity is higher, shows that user is in excited or angry mood on the electronic device；When the low frequency value and high frequency value of user
Corresponding coordinate value represents that the sympathetic activity of the user is relatively low, parasympathetic activity is higher in the second quadrant of coordinate system,
Show that user is in relaxation state on electronic installation；When the corresponding coordinate value of low frequency value and high frequency value of user is in third quadrant,
Represent that the sympathetic activity and parasympathetic activity of the user are relatively low, show that user is in dejected or sorrow on the electronic device
In mood；And when the corresponding coordinate value of low frequency value and high frequency value of user is in fourth quadrant, represent that the sympathetic nerve of the user is lived
Property it is higher, parasympathetic nerve activity is relatively low, shows that user is in anxiety or pressure state on the electronic device.
8. mood as claimed in claim 5 analyzes display methods, it is characterised in that this method also includes storing step, will have
All ages and classes and the corresponding sympathetic activity standard value of sex and parasympathetic nerve activity criteria value are stored in the electricity in advance
In sub-device.
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| CN201310133755.4A CN104112055B (en) | 2013-04-17 | 2013-04-17 | Mood analysis shows system and method |
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Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN104461016B (en) * | 2014-12-23 | 2018-02-13 | 杭州云造科技有限公司 | The machine personality technique of expression and device of product |
| CN104688250B (en) * | 2015-03-16 | 2017-04-26 | 深圳大学 | Early warning method and early warning system both used for mental stress judgment and sudden cardiac death |
| CN107204123A (en) * | 2017-06-21 | 2017-09-26 | 深圳市盛路物联通讯技术有限公司 | A kind of vehicle parking guiding system and method for combination Weather information |
| CN109620185B (en) * | 2019-01-31 | 2020-07-21 | 山东大学 | Autism auxiliary diagnosis system, equipment and medium based on multimodal information |
| CN114098729B (en) * | 2020-08-27 | 2023-11-10 | 中国科学院心理研究所 | Objective measurement method of emotional state based on cardiac interval |
| CN113143274B (en) * | 2021-03-31 | 2023-11-10 | 中国科学院心理研究所 | Camera-based emotional early warning method |
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| US8298131B2 (en) * | 2008-10-31 | 2012-10-30 | The Hong Kong Polytechnic University | System and method for relaxation |
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| FI114199B (en) * | 2002-11-08 | 2004-09-15 | Polar Electro Oy | Method and apparatus for measuring stress |
| US7899519B2 (en) * | 2005-06-28 | 2011-03-01 | Cardiac Pacemakers, Inc. | Evaluating a patient condition using autonomic balance information in implatable cardiac devices |
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|---|---|---|---|---|
| CN1084044A (en) * | 1992-09-11 | 1994-03-23 | 中日友好医院 | Three-D high frequency electrocardio signal analytical system and method |
| TW524670B (en) * | 2002-04-01 | 2003-03-21 | Ind Tech Res Inst | Non-invasive apparatus system for monitoring autonomic nervous system and uses thereof |
| US8298131B2 (en) * | 2008-10-31 | 2012-10-30 | The Hong Kong Polytechnic University | System and method for relaxation |
| TWM386552U (en) * | 2009-09-03 | 2010-08-11 | Wind Music Internat Corp | System for reducing pressure by music |
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Effective date of registration: 20150324 Address after: 518109 F3 building, Foxconn science and Technology Industrial Park, Longhua Town, Shenzhen, Guangdong, A, China Applicant after: Shenzhen Futaihong Precision Industry Co., Ltd. Applicant after: Chi Mei Communication Systems, Inc. Applicant after: YUNG LING BIOTECH CO., LTD. Address before: 518109 F3 building, Foxconn science and Technology Industrial Park, Longhua Town, Shenzhen, Guangdong, A, China Applicant before: Shenzhen Futaihong Precision Industry Co., Ltd. Applicant before: Chi Mei Communication Systems, Inc. |
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