CN103126682A - Method and device of locking judgment in dyskinesia assessment - Google Patents
Method and device of locking judgment in dyskinesia assessment Download PDFInfo
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Abstract
The invention discloses a method and device of locking judgment in dyskinesia assessment. The method comprises the steps of: obtaining a former locking value fed back by the former action of a tested person and a time difference between the current action feedback time and a transmission guide signal; carrying out weighted summation operation based on the former action feedback time and the time difference to calculate a locking value; comparing the locking value with a preset threshold to obtain a locking result. By adopting a locking judgment way to perform statistic calculation on a rhythm feedback action result of the tested person, an index with statistical significance is obtained, and furthermore performing the assessment based on the obtained statistical parameter, the method and device of the locking judgment in the dyskinesia assessment can improve perception for the rhythm feedback and accuracy as well as practicability of the dyskinesia assessment.
Description
Technical field
The present invention relates to dyskinesia assessment technology field, particularly relate to method and the device of locking judgement in a kind of dyskinesia assessment.
Background technology
Be non-quantification for the index of judging dyskinesia reference in traditional rhythm and pace of moving things feedback and dyskinesia evaluating system, and judge the chronic of cost, testee's emotion changes has a significant impact the result of determination tool.For example for the diagnosis of attention deficit hyperactivity disorder, mental sickness diagnostic criteria (the Diagnostic and Statistical Manual ofMental Disorders.4 that the American Psychiatric Association that usually adopts in the world formulates
thEd.DSM-IV) in, International Classification of Disease 10th edition ((the international classification of diseases.ICD10 that organizes to set up about diagnostic criteria and the World Health Organization (WHO) of attention deficit hyperactivity disorder
thEd.ICD 1) the diagnostic criteria of F90 hyperkinetic syndrome, be all to diagnose with the behavior description of non-quantification.And other Diagnostic Scales about attention deficit hyperactivity disorder of most are all formulated according to these two diagnostic criterias.Therefore, the accuracy of assessment result that traditional assessment mode obtains has very large uncertainty.
Summary of the invention
Main purpose of the present invention can make assessment have more accuracy and practicality for the method for locking judgement in a kind of dyskinesia assessment is provided.
The present invention proposes the method for locking judgement in a kind of dyskinesia assessment, comprising:
Obtain the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal;
Be weighted summation operation according to described feedback time and the described time difference of last time moving, calculate lock value;
Described lock value and predetermined threshold value are compared, obtain locking result.
Preferably, the formula of described weighted sum computing is:
Preferably, described a is 0.6, and described b is 0.4, and described threshold value is 50.
Preferably, described method also comprises:
Record described locking result, form the locking chart and carry out view shows.
The present invention also proposes the device of locking judgement in a kind of dyskinesia assessment, comprising:
Data acquisition module is used for obtaining the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal;
The locking computing module is used for being weighted summation operation according to the described feedback time of last time moving with described time difference, the calculating lock value;
Determination module, be used for described lock value and predetermined threshold value are compared as a result, obtains locking result.
Preferably, the formula of described weighted sum computing is:
Preferably, described a is 0.6, and described b is 0.4, and described threshold value is 50.
Preferably, described device also comprises:
The record display module is used for recording described locking result, forms the locking chart and carries out view shows.
The present invention adopts the locking decision procedure to carry out statistical computation to testee's rhythm and pace of moving things feedback motion result, draw the index with statistical significance, and then assess according to the statistical parameter that draws, perception and the dyskinesia of rhythm and pace of moving things feedback be can improve to a great extent and accuracy, practicality assessed.
Description of drawings
Fig. 1 is the steps flow chart schematic diagram in method one embodiment that in dyskinesia assessment of the present invention, locking judges;
Fig. 2 is the steps flow chart schematic diagram in another embodiment of method that in dyskinesia assessment of the present invention, locking judges;
Fig. 3 is the structural representation in device one embodiment that in dyskinesia assessment of the present invention, locking judges;
Fig. 4 is the structural representation in another embodiment of device that in dyskinesia assessment of the present invention, locking judges.
The realization of the object of the invention, functional characteristics and advantage are described further with reference to accompanying drawing in connection with embodiment.
The specific embodiment
Should be appreciated that specific embodiment described herein only in order to explain the present invention, is not intended to limit the present invention.
With reference to Fig. 1, the present invention proposes method one embodiment of locking judgement in a kind of dyskinesia assessment.The method can comprise:
Step S11, obtain the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal;
Step S12, be weighted summation operation according to described feedback time and the described time difference of last time moving, calculate lock value;
Step S13, described lock value and predetermined threshold value are compared, obtain locking result.
The present embodiment is in the perception and dyskinesia evaluating system of the rhythm and pace of moving things feedback of using the locking decision procedure, the subjects follows the pilot signal of being sent by system and makes corresponding feedback motion, the motion feedback signals that feedback motion produces obtained by system sensor and with pilot signal (frequency standard signal) seeking time difference, calculate by the lock algorithms scheduling algorithm again, draw assessment (locking) value of this feedback motion of testee.According to lock value, testee's current feedback motion is made assessment (locking) result (losing lock or locking) and feedback result to the testee.This kind feeds back motion to the testee and carries out entry evaluation and feedback, the testee moved according to feedback result adjust tool and have very important significance, and the testee can make the corresponding sports adjustment according to the Real-time Feedback result.And lock algorithms has played critical effect in said process, thereby lock algorithms is significant for the tester of the perception that is determined with rhythm and pace of moving things feedback and dyskinesia.
The above-mentioned rhythm and pace of moving things can refer to the rhythm and pace of moving things of life entity refer to its in very long evolutionary process for a certain demand that satisfies self, adapt to external environment condition and periodicity concussion that the internal mechanism that produces shows.Artificial intelligence's the rhythm and pace of moving things is the repeatability action for realizing that a certain purpose is carried out.The rhythm and pace of moving things that above-mentioned feedback can refer to life entity or artificial intelligence produces in external condition and changes or the corresponding adjusting to carrying out in body inside when obtaining inputting.
can pass through host computer (such as PC or mobile terminal etc.) in the present embodiment and use locking decision procedure realization assessment, the above-mentioned mode of asking for the lock value of testee's feedback signal by the weighted sum computing specifically can be: the lock value of testee's feedback action signal that a front master system is obtained be multiplied by weights that testee's feedback action signal and the time difference (value) between pilot signal of weights that priori sets and this system acquisition be multiplied by the priori setting sue for peace obtain ought be last time lock value, according to the threshold value (50ms) that priori is set, this lock value is judged, obtain the locking result, and make the statistical result view, show in real time by host computer.The tester works it out feedback adjusting according to this result view that obtains, and does the action feedback information after adjustment again and obtains new locking (assessment) result through the lock algorithms statistical computation again, and so circulation draws locking and losing lock view.
With reference to Fig. 2, in above-mentioned dyskinesia assessment, the method for locking judgement also can comprise in another embodiment of the present invention:
Step S14, record described locking result, form the locking chart and carry out view shows.
Above-mentioned locking result can comprise locking and losing lock; This locking can refer to judge that the testee is following the rhythm and pace of moving things of system's pilot signal.When judging the column statistical graph prompting testee of current feedback action as master system available green after locking.This losing lock can refer to judge that the testee has lost the rhythm and pace of moving things of system's pilot signal.When judging after current feedback action is as losing lock that master system can be with red column statistical graph prompting testee.
The present embodiment is directly tried to achieve concrete, objectively one of the perception of feeding back as the rhythm and pace of moving things of locking/losing lock view and motor function evaluate parameter by the locking decision procedure, contrast in the past non-objective, evaluation system obfuscation to have a differentiation degree high, advantage more accurately and reliably.And the locking view can reflect testee's rhythm and pace of moving things perceptible feedback Changing Pattern in test process intuitively.
In the another embodiment of the present embodiment, the formula of above-mentioned weighted sum computing is:
In average weighted weight optimization algorithm, input layer is separate, and input is independent on the impact that Output rusults causes, so average weight is rational.And in above-mentioned lock algorithms, input layer (Y value and X value) does not have mutual independence, it is mainly the impact of considering accidentalia, as the testee within a period of time continuous several times X value less than threshold value (50ms) in the other times section its X value be all to be far longer than threshold value, so can think testee's one or many outburst, can not lock as complete testee the basis for estimation of rule owing to having occasionality, therefore need judge in conjunction with its historical data (Y value), and Y value on the impact of result more greater than the X value.Therefore the weighted value with Y value should be larger than the weighted value of X value, could effectively avoid accidental factor.
Above-mentioned a=0.6, b=0.4 and threshold value are made as 50ms as priori value, are the settings of making according to existing data and research experience, can be used as optimal way herein.
Mankind's energy perception and the extraneous rhythm and pace of moving things of study, as music, temporal rhythm etc.The normal person can be by the repeating motion of more satisfactory property performance period of kinetic system, such as knocking certain object with hands, and just can not autonomous rhythmic execution cycle property palikinesia and suffer from the people of attention deficit hyperactivity disorder.
The testee who suffers from attention deficit hyperactivity disorder draws very low locking number of times ratio when not locking in the early stage the system test of decision procedure, when the normal person tests in the early stage, locking number of times ratio neither very high (but high than the patient diagnosed), this erroneous judgement just easily occurs or causes judging patient or non-patient when distinguishing patient and normal person marginal value obfuscation.Patient testee's locking number of times ratio may be still not high after the system test of having used the locking decision procedure, and normal person's locking number of times ratio has obtained significantly improving, illustrate that the locking decision procedure has played positive effect by feeding back current results to the testee in real time, improved the differentiation defining issue between normal testee and patient testee, help to dwindle the scope of judging marginal value, make it clearer and more definite.
Meanwhile, patient testee is after after a while Drug therapy and training, although the locking number of times ratio that it records is not significantly improved, but by the lock value that statistics, analysis testee draw, find lock value approach locking threshold value more under two kinds of system environmentss.Patient testee locks and is improved when decision content is not more used and forward is regulated the number of times ratio and also is improved, and lock algorithms be described when this patient judges and improves raising patient auditory feedback, and the motor coordination aspect has played positive role.
The method of locking judgement in above-mentioned dyskinesia assessment, employing locking decision procedure is carried out statistical computation to testee's rhythm and pace of moving things feedback motion result, draw the index with statistical significance, and then assess according to the statistical parameter that draws, perception and the dyskinesia of rhythm and pace of moving things feedback be can improve to a great extent and accuracy, practicality assessed.
With reference to Fig. 3, device 20 1 embodiment of locking judgement in a kind of dyskinesia assessment of the present invention are proposed.This device 20 can comprise: data acquisition module 21, locking computing module 22 and determination module 23 as a result; This data acquisition module 21 is used for obtaining the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal; This locks computing module 22, is used for last time moving feedback time according to this and is weighted summation operation with this time difference, the calculating lock value; This is determination module 23 as a result, is used for this lock value and predetermined threshold value are compared, and obtains locking result.
The present embodiment is in the perception and dyskinesia evaluating system of the rhythm and pace of moving things feedback of using the locking decision procedure, the subjects follows the pilot signal of being sent by system and makes corresponding feedback motion, the motion feedback signals that feedback motion produces obtained by system sensor and with pilot signal (frequency standard signal) seeking time difference, calculate by the lock algorithms scheduling algorithm again, draw assessment (locking) value of this feedback motion of testee.According to lock value, testee's current feedback motion is made assessment (locking) result (losing lock or locking) and feedback result to the testee.This kind feeds back motion to the testee and carries out entry evaluation and feedback, the testee moved according to feedback result adjust tool and have very important significance, and the testee can make the corresponding sports adjustment according to the Real-time Feedback result.And lock algorithms has played critical effect in said process, thereby lock algorithms is significant for the tester of the perception that is determined with rhythm and pace of moving things feedback and dyskinesia.
The above-mentioned rhythm and pace of moving things can refer to the rhythm and pace of moving things of life entity refer to its in very long evolutionary process for a certain demand that satisfies self, adapt to external environment condition and periodicity concussion that the internal mechanism that produces shows.Artificial intelligence's the rhythm and pace of moving things is the repeatability action for realizing that a certain purpose is carried out.The rhythm and pace of moving things that above-mentioned feedback can refer to life entity or artificial intelligence produces in external condition and changes or the corresponding adjusting to carrying out in body inside when obtaining inputting.
can pass through host computer (such as PC or mobile terminal etc.) in the present embodiment and use locking decision procedure realization assessment, the above-mentioned mode of asking for the lock value of testee's feedback signal by the weighted sum computing specifically can be: the lock value of testee's feedback action signal that a front master system is obtained be multiplied by weights that testee's feedback action signal and the time difference (value) between pilot signal of weights that priori sets and this system acquisition be multiplied by the priori setting sue for peace obtain ought be last time lock value, according to the threshold value (50ms) that priori is set, this lock value is judged, obtain the locking result, and make the statistical result view, show in real time by host computer.The tester works it out feedback adjusting according to this result view that obtains, and does the action feedback information after adjustment again and obtains new locking (assessment) result through the lock algorithms statistical computation again, and so circulation draws locking and losing lock view.
With reference to Fig. 4, in another embodiment of the present invention, said apparatus 20 also can comprise: record display module 24, be used for recording described locking result, and form the locking chart and carry out view shows.
Above-mentioned locking result can comprise locking and losing lock; This locking can refer to judge that the testee is following the rhythm and pace of moving things of system's pilot signal.When judging the column statistical graph prompting testee of current feedback action as master system available green after locking.This losing lock can refer to judge that the testee has lost the rhythm and pace of moving things of system's pilot signal.When judging after current feedback action is as losing lock that master system can be with red column statistical graph prompting testee.
The present embodiment is directly tried to achieve concrete, objectively one of the perception of feeding back as the rhythm and pace of moving things of locking/losing lock view and motor function evaluate parameter by the locking decision procedure, contrast in the past non-objective, evaluation system obfuscation to have a differentiation degree high, advantage more accurately and reliably.And the locking view can reflect testee's rhythm and pace of moving things perceptible feedback Changing Pattern in test process intuitively.
In the another embodiment of the present embodiment, the formula of above-mentioned weighted sum computing is:
Y
nBe the n time lock value (ms of unit), Y
n-1The n-1 time lock value, X
nBe the n time time difference between action feedback time and pilot signal transmitting time, a, b are respectively Y
n-1And X
nWeights; Herein, this a can be 0.6, and this b can be 0.4, and this threshold value can be the ms of 50(unit).
In average weighted weight optimization algorithm, input layer is separate, and input is independent on the impact that Output rusults causes, so average weight is rational.And in above-mentioned lock algorithms, input layer (Y value and X value) does not have mutual independence, it is mainly the impact of considering accidentalia, as the testee within a period of time continuous several times X value less than threshold value (50ms) in the other times section its X value be all to be far longer than threshold value, so can think testee's one or many outburst, can not lock as complete testee the basis for estimation of rule owing to having occasionality, therefore need judge in conjunction with its historical data (Y value), and Y value on the impact of result more greater than the X value.Therefore the weighted value with Y value should be larger than the weighted value of X value, could effectively avoid accidental factor.
Above-mentioned a=0.6, b=0.4 and threshold value are made as 50ms as priori value, are the settings of making according to existing data and research experience, can be used as optimal way herein.
Mankind's energy perception and the extraneous rhythm and pace of moving things of study, as music, temporal rhythm etc.The normal person can be by the repeating motion of more satisfactory property performance period of kinetic system, such as knocking certain object with hands, and just can not autonomous rhythmic execution cycle property palikinesia and suffer from the people of attention deficit hyperactivity disorder.
The testee who suffers from attention deficit hyperactivity disorder draws very low locking number of times ratio when not locking in the early stage the system test of decision procedure, when the normal person tests in the early stage, locking number of times ratio neither very high (but high than the patient diagnosed), this erroneous judgement just easily occurs or causes judging patient or non-patient when distinguishing patient and normal person marginal value obfuscation.Patient testee's locking number of times ratio may be still not high after the system test of having used the locking decision procedure, and normal person's locking number of times ratio has obtained significantly improving, illustrate that the locking decision procedure has played positive effect by feeding back current results to the testee in real time, improved the differentiation defining issue between normal testee and patient testee, help to dwindle the scope of judging marginal value, make it clearer and more definite.
Meanwhile, patient testee is after after a while Drug therapy and training, although the locking number of times ratio that it records is not significantly improved, but by the lock value that statistics, analysis testee draw, find lock value approach locking threshold value more under two kinds of system environmentss.Patient testee locks and is improved when decision content is not more used and forward is regulated the number of times ratio and also is improved, and lock algorithms be described when this patient judges and improves raising patient auditory feedback, and the motor coordination aspect has played positive role.
The device 20 of locking judgement in above-mentioned dyskinesia assessment, employing locking decision procedure is carried out statistical computation to testee's rhythm and pace of moving things feedback motion result, draw the index with statistical significance, and then assess according to the statistical parameter that draws, perception and the dyskinesia of rhythm and pace of moving things feedback be can improve to a great extent and accuracy, practicality assessed.
The above is only the preferred embodiments of the present invention; not thereby limit the scope of the claims of the present invention; every equivalent structure or equivalent flow process conversion that utilizes description of the present invention and accompanying drawing content to do; or directly or indirectly be used in other relevant technical fields, all in like manner be included in scope of patent protection of the present invention.
Claims (8)
1. lock the method that judges in a dyskinesia assessment, it is characterized in that, comprising:
Obtain the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal;
Be weighted summation operation according to described feedback time and the described time difference of last time moving, calculate lock value;
Described lock value and predetermined threshold value are compared, obtain locking result.
2. the method for locking judgement in dyskinesia assessment according to claim 1, is characterized in that, the formula of described weighted sum computing is:
3. the method for locking judgement in dyskinesia assessment according to claim 2, is characterized in that, described a is 0.6, and described b is 0.4, and described threshold value is 50.
4. refer to according to claim 1 the method that in 3, in the described dyskinesia assessment of any one, locking judges, it is characterized in that, described method also comprises:
Record described locking result, form the locking chart and carry out view shows.
5. lock the device that judges in a dyskinesia assessment, it is characterized in that, comprising:
Data acquisition module is used for obtaining the testee and last time moved the last time lock value of feedback, and ought last time move feedback time and the time difference that sends pilot signal;
The locking computing module is used for being weighted summation operation according to the described feedback time of last time moving with described time difference, the calculating lock value;
Determination module, be used for described lock value and predetermined threshold value are compared as a result, obtains locking result.
6. the device of locking judgement in dyskinesia assessment according to claim 5, is characterized in that, the formula of described weighted sum computing is:
7. the device of locking judgement in dyskinesia assessment according to claim 6, is characterized in that, described a is 0.6, and described b is 0.4, and described threshold value is 50.
8. refer to according to claim 5 the device that in 7, in the described dyskinesia assessment of any one, locking judges, it is characterized in that, described device also comprises:
The record display module is used for recording described locking result, forms the locking chart and carries out view shows.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN104000597A (en) * | 2014-06-05 | 2014-08-27 | 四川旭康医疗电器有限公司 | Gradient motor function automatic evaluation system and implementation method thereof |
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