CN107137081A - Muscle transient equilibrium detecting system - Google Patents
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Abstract
为避免现有技术中肌肉状态检测方法及其对应检测系统普遍存在的无法自动化地、灵活地针对个体差异调整检测方法及其对应检测系统,尤其是检测准确度差造成不适于判断肌肉状态平衡性的问题,本发明提供了一种肌肉康复过程中的平衡性检测系统,包括:第一肌电响应信息获取单元,用于在第一位置检测对于以第一检测信号为激励信号得到的第一肌电响应信息;第二肌电响应信息获取单元,用于在第二位置检测对于以第二检测信号为激励信号得到的第二肌电响应信息,所述第二位置相对于人体中心线与第一位置对称性;平衡性检测单元,用于比较第一肌电响应信息和第二肌电响应信息;语音输出单元,用于以语音的方式播放所述平衡性检测单元的比较结果。
In order to avoid the inability to automatically and flexibly adjust the detection method and its corresponding detection system for individual differences in the existing art of muscle state detection methods and corresponding detection systems, especially the poor detection accuracy makes it unsuitable for judging the balance of muscle state problem, the present invention provides a balance detection system in the process of muscle rehabilitation, including: a first myoelectric response information acquisition unit, used to detect at the first position the first Myoelectric response information; the second myoelectric response information acquisition unit is used to detect the second myoelectric response information obtained with the second detection signal as an excitation signal at a second position, and the second position is relative to the center line of the human body and The first position symmetry; the balance detection unit, used to compare the first myoelectric response information and the second myoelectric response information; the voice output unit, used to play the comparison result of the balance detection unit in the form of voice.
Description
技术领域technical field
本发明涉及肢体康复检测技术领域,更具体地,涉及一种肌肉过渡平衡性检测系统。The invention relates to the technical field of limb rehabilitation detection, and more specifically, to a muscle transition balance detection system.
背景技术Background technique
将单个或多个肌细胞在各种功能状态下的生物电活动加以放大、显示和记录,通过对肌电位的单个或整体图形的分析,以诊断疾病评定神经、肌肉功能的方法称为肌电图检查法。The method of amplifying, displaying and recording the bioelectrical activity of single or multiple muscle cells in various functional states, and analyzing the single or overall pattern of myoelectricity to diagnose diseases and evaluate nerve and muscle functions is called myoelectricity. Figure inspection method.
运动神经细胞或纤维兴奋时,其兴奋向远端传导则通过运动终板而兴奋肌纤维,产生肌肉收缩运动,并有电位变化,这种电位变化就是肌电图的来源。一条肌纤维产生的电位变化时限约3ms。但是针电极记录的肌电图的运动单位产生的电位变化时间较此为宽。这是因为神经纤维进入肌肉后脱去髓鞘并分支支配各条肌纤维,分支点至各肌纤维的距离不同,兴奋传导的时间不同,因而各肌纤维兴奋开始的时间不一,这样造成整个运动单位合成电位的时间分散,时限延长。When the motor nerve cells or fibers are excited, the excitation conducts to the distal end through the motor end plate to excite the muscle fibers, resulting in muscle contraction and potential changes. This potential change is the source of the electromyogram. The potential change time limit of a muscle fiber is about 3ms. However, the potential change time generated by the motor unit of the EMG recorded by the needle electrode is longer than this. This is because after the nerve fiber enters the muscle, it is demyelinated and branches to control each muscle fiber. The distance from the branch point to each muscle fiber is different, and the time of excitation conduction is different. Therefore, the time of each muscle fiber excitation is different, which causes the synthesis of the entire motor unit. The time of the potential is dispersed and the time limit is extended.
周围神经损害时,其纤维发生瓦勒氏变性,以约每小时lmm的速度向远心端发展,直至运动终板,此时原受其支配的肌纤维成为失神经肌纤维。受损害的神经纤维可能再生而支配其原辖肌纤维,其再生速度约每天1~3mm。神经再生早期的功能不完全正常,兴奋传导速度较慢,运动单位活动电位振幅较低。失神经支配的肌纤维也可能受到正常的或其它再生的神经纤维侧芽支配,新的运动单位范围扩大,兴奋电位的振幅和时限增加,甚至时限增加到出现卫星电位和轴突反射的现象。When the peripheral nerve is damaged, its fibers undergo Wallerian degeneration, which develops toward the distal end at a speed of about 1 mm per hour until the motor end plate. At this time, the muscle fibers originally controlled by it become denervated muscle fibers. Damaged nerve fibers may regenerate and control their original jurisdiction muscle fibers, and the regeneration rate is about 1-3mm per day. In the early stage of nerve regeneration, the function is not completely normal, the excitation conduction velocity is slow, and the amplitude of motor unit activity potential is low. Denervated muscle fibers may also be innervated by normal or other regenerated nerve fiber lateral sprouts, the range of new motor units is enlarged, the amplitude and duration of excitatory potentials are increased, and even the duration is increased to the phenomenon of satellite potentials and axonal reflexes.
表面肌电信号(sEMG)是测量到的肌肉的皮肤表面的电势。通过放大、滤波和采样的处理,可将sEMG调整为合适的数据段,然后运用数据处理技术对其进行特征提取。利用分类器对提取到的特征进行模式识别,可判断人体肌肉的状态,包括肌肉在进行何种动作,以及肌肉是否处于疲劳状态。判断肌肉在进行何种动作,可以通过sEMG进行外骨骼设备的控制。也可以利用虚拟现实技术,控制虚拟场景中的设备。判断肌肉是否处于疲劳状态,对于判断人体工作状态,尤其是对于运动员或者高空作业人员有很大的意义。Surface electromyography (sEMG) is the electrical potential measured at the skin surface of the muscle. Through the processing of amplification, filtering and sampling, the sEMG can be adjusted to a suitable data segment, and then feature extraction can be performed using data processing technology. Using the classifier to perform pattern recognition on the extracted features can determine the state of human muscles, including what kind of action the muscles are performing and whether the muscles are in a state of fatigue. To determine what kind of action the muscles are performing, the exoskeleton device can be controlled through sEMG. It is also possible to use virtual reality technology to control the equipment in the virtual scene. Judging whether the muscles are in a state of fatigue is of great significance for judging the working state of the human body, especially for athletes or workers working at heights.
然而,现有技术中尚缺乏对于肌肉康复情况,例如爆发力的恢复情况的准确检测方法。尽管例如中国发明专利公布号:CN105361880A,公布日期:2016年3月2日,名称:肌肉运动事件的识别系统及其方法。该发明公开了一种肌肉运动事件的识别系统及方法。系统由肌电采集模块和脑电采集模块组成的信号采集模块、信号处理模块和信号识别模块共同组成。采用肌电信号与脑电信号综合分析的方法,包括以下步骤:采集肌肉活动模拟信号以及脑部活动模拟信号;对采集的信号进行处理并进行事件探测;对探测到的事件进行模拟识别并标记分类。该发明能够在神经生理检测与诊断领域高效标记出有效肌电信号,并对所标记的肌电和脑电信号事件进行精确的分析处理。但是,该发明同时采集肌电信号与脑电信号,不仅增加了成本,并且增加了计算量,影响系统在线识别实时性;尤其严重的是,这种方法及其对应的装置在检测过程中无法针对个体差异提高检测精度,导致实用性不强。尤其是当判断两处位于人体对称位置(以人体中心线对称)的肌肉是否康复程度相近时,上述不准确性对于掌握运动员的身体状况或受伤后恢复进度带来了不便。However, the prior art still lacks an accurate detection method for muscle rehabilitation, such as recovery of explosive force. Although, for example, Chinese invention patent publication number: CN105361880A, publication date: March 2, 2016, name: recognition system and method for muscle movement events. The invention discloses a system and method for identifying muscle movement events. The system is composed of a signal acquisition module, a signal processing module and a signal recognition module composed of an EMG acquisition module and an EEG acquisition module. The method of comprehensive analysis of electromyographic signals and EEG signals includes the following steps: collecting analog signals of muscle activity and analog signals of brain activity; processing the collected signals and performing event detection; performing analog recognition and marking on detected events Classification. The invention can efficiently mark effective myoelectric signals in the field of neurophysiological detection and diagnosis, and can accurately analyze and process the marked myoelectric and EEG signal events. However, the invention collects EMG signals and EEG signals at the same time, which not only increases the cost, but also increases the amount of calculation, which affects the real-time performance of the system's online recognition; what is more serious is that this method and its corresponding devices cannot be detected during the detection process. Improving detection accuracy for individual differences leads to poor practicability. Especially when judging whether two muscles located in symmetrical positions of the human body (symmetrical to the center line of the human body) have similar recovery degrees, the above-mentioned inaccuracy brings inconvenience to grasping the physical condition of the athlete or the recovery progress after injury.
发明内容Contents of the invention
为避免现有技术中肌肉状态检测方法及其对应检测系统普遍存在的无法自动化地、灵活地针对个体差异调整检测方法及其对应检测系统,尤其是检测准确度差造成不适于判断肌肉状态平衡性的问题,本发明提供了如下技术方案。本发明的康复状态与现有技术中肌肉健康的定义一致,主要指肌肉经过拉伸、扭曲等伤害后恢复至国家相关标准和规定中的健康标准下的状态和程度。In order to avoid the inability to automatically and flexibly adjust the detection method and its corresponding detection system for individual differences in the existing art of muscle state detection methods and corresponding detection systems, especially the poor detection accuracy makes it unsuitable for judging the balance of muscle state problem, the present invention provides the following technical solutions. The rehabilitation state in the present invention is consistent with the definition of muscle health in the prior art, and mainly refers to the state and degree of muscle recovery to the health standard in relevant national standards and regulations after stretching, twisting and other injuries.
一种肌肉康复过程中的平衡性检测系统,用于在肌肉受到物理伤害(例如拉伸过度、扭曲过度等)后向受到物理伤害前正常状态恢复的过渡期间监控不同位置(一般指相对于人体中心线对称的位置,例如左臂肱二头肌和右臂肱二头肌)的肌肉康复平衡性,包括:A balance detection system in the process of muscle rehabilitation, which is used to monitor different positions (generally referred to relative to the human body) during the transition to the normal state before physical injury to the muscle Centerline symmetric positions, such as left arm biceps and right arm biceps), muscle rehabilitation balance, including:
第一肌电响应信息获取单元,用于在第一位置检测对于以第一检测信号为激励信号得到的第一肌电响应信息;The first myoelectric response information acquisition unit is used to detect the first myoelectric response information obtained by using the first detection signal as the excitation signal at the first position;
第二肌电响应信息获取单元,用于在第二位置检测对于以第二检测信号为激励信号得到的第二肌电响应信息,所述第二位置相对于人体中心线与第一位置对称性;The second myoelectric response information acquisition unit is used to detect the second myoelectric response information obtained by using the second detection signal as the excitation signal at the second position, and the second position is symmetrical to the first position relative to the centerline of the human body ;
平衡性检测单元,用于比较第一肌电响应信息和第二肌电响应信息;a balance detection unit for comparing the first myoelectric response information with the second myoelectric response information;
语音输出单元,用于以语音的方式播放所述平衡性检测单元的比较结果。The voice output unit is used to play the comparison result of the balance detection unit by voice.
进一步地,所述第一肌电响应信息获取单元包括:Further, the first myoelectric response information acquisition unit includes:
第一采集子单元,用于在第一位置以第一采集方式采集多个肌电信息;The first collection subunit is used to collect a plurality of myoelectric information in the first collection mode at the first position;
时刻确定子单元,用于确定监控激励信号的检测开始时刻参数;The time determination subunit is used to determine the detection start time parameter of the monitoring excitation signal;
第一检测子单元,用于生成第一检测信号,并以第一检测信号为激励信号,以第二采集方式检测肌电信息,将得到的此肌电信息作为第一肌电响应信息。The first detection subunit is used to generate a first detection signal, and use the first detection signal as an excitation signal to detect myoelectric information in a second acquisition manner, and use the obtained myoelectric information as first myoelectric response information.
进一步地,所述第二肌电响应信息获取单元包括:Further, the second myoelectric response information acquisition unit includes:
第二采集子单元,用于在第二位置以第一采集方式采集多个肌电信息;The second collection subunit is used to collect a plurality of myoelectric information in the first collection mode at the second position;
时刻确定子单元,用于确定监控激励信号的检测开始时刻参数;The time determination subunit is used to determine the detection start time parameter of the monitoring excitation signal;
第二检测子单元,用于生成第二检测信号,并以第二检测信号为激励信号,以第二采集方式检测肌电信息,将得到的此肌电信息作为第二肌电响应信息。The second detection subunit is configured to generate a second detection signal, and use the second detection signal as an excitation signal to detect the myoelectric information in a second acquisition manner, and use the obtained myoelectric information as the second myoelectric response information.
进一步地,所述第一采集子单元包括:Further, the first acquisition subunit includes:
零时刻激励子单元,用于在第一位置,从零时刻起,以第一预定信号S1作为激励信号,定期向待检测肌肉组织发送激励信号,所述第一预定信号S1的幅值和频率不随时间变化;The zero-time excitation subunit is used to periodically send an excitation signal to the muscle tissue to be detected with the first predetermined signal S1 as the excitation signal from the zero time at the first position, and the amplitude of the first predetermined signal S1 is and frequency do not vary with time;
第一响应信号确定子单元,用于以时域采集方式采集表示肌电信息的第一响应信号,并确定接收到的该第一响应信号是否在预定的预备时间长度T预备内电位波动小于第一阈值;The first response signal determination subunit is used to collect the first response signal representing the myoelectric information in a time-domain acquisition manner, and determine whether the potential fluctuation of the received first response signal within the predetermined preparation time length T preparation is smaller than the first response signal a threshold;
第一预定信号停止子单元,用于当接收到的该第一响应信号在预定的预备时间长度T预备内电位波动信息小于第一阈值时,计算此时刻与零时刻之间经历的时间长度为t1,并计算在时间t1内的第一预定信号S1的电位平均值At1,停止第一预定信号的激励;The first predetermined signal stop subunit is used to calculate the time length elapsed between this moment and the zero moment when the received first response signal is less than the first threshold within the predetermined preparation time length T preparation potential fluctuation information is t1, and calculate the potential average A t1 of the first predetermined signal S1 in time t1 , stop the excitation of the first predetermined signal;
第一激励子单元,用于从t1时刻开始,以第二预定信号S2作为激励信号,定期向待检测肌肉组织发送激励信号,所述第二预定信号S2的幅值随时间变化且频率不随时间变化,且第二预定信号的幅值和频率均大于第一预定信号;The first excitation subunit is configured to use the second predetermined signal S2 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from time t1, the amplitude of the second predetermined signal S2 varies with time and the frequency does not change with time, and the amplitude and frequency of the second predetermined signal are greater than the first predetermined signal;
第二响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第二响应信号;The second response signal acquisition subunit is used to acquire a second response signal representing myoelectric information in a time-domain acquisition manner;
第一幅值监控子单元,用于确定时间tk,在该tk时间后,第二响应信号在t1时刻至(t1+tk)时刻的幅值均值为Atk;The first amplitude value monitoring subunit is used to determine the time tk, and after the tk time, the mean value of the amplitude of the second response signal at the time t1 to (t1+tk) is A tk ;
第二预定信号幅值改变子单元,用于从(t1+tk)时刻开始,改变第二预定信号S2的幅值|S2|为:|S2|=|S2|×(1+((1+lnAt1)/(1+lnAtk));The second predetermined signal amplitude changing subunit is used to change the amplitude |S 2 | of the second predetermined signal S 2 from time (t1+tk) to: |S 2 |=|S 2 |×(1+ ((1+lnA t1 )/(1+lnA tk ));
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号,并确定接收到的该第三响应信号是否在预定的预备时间长度T预备内电位波动小于第二阈值;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner, and determine whether the received third response signal has a potential fluctuation less than the first within the predetermined preparation time length T preparation . Two thresholds;
第二预定信号停止子单元,用于当接收到的该第三响应信号在预定的预备时间长度T预备内电位波动信息小于第二阈值时,计算此时刻与(t1+tk)时刻之间经历的时间长度为t2,并计算在时间t2内的第二预定信号S2的电位平均值At2,停止第二预定信号的激励;The second predetermined signal stop subunit is used to calculate the time elapsed between this moment and (t1+tk) moment when the received third response signal has potential fluctuation information less than the second threshold within the predetermined preparation time length T preparation The length of time is t2, and the potential average value A t2 of the second predetermined signal S2 within time t2 is calculated, and the excitation of the second predetermined signal is stopped;
第三预定信号激励子单元,用于从(t1+tk+t2)时刻开始,以第三预定信号S3作为激励信号,定期向待检测肌肉组织发送激励信号,所述第三预定信号S3的幅值随时间变化且频率随时间变化,且第三预定信号的幅值和频率均大于第二预定信号;The third predetermined signal excitation subunit is used to start from the moment (t1+tk+t2), using the third predetermined signal S3 as the excitation signal, to periodically send the excitation signal to the muscle tissue to be detected, the third predetermined signal S3 The amplitude and frequency of the change with time, and the amplitude and frequency of the third predetermined signal are greater than the second predetermined signal;
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner;
第二幅值监控子单元,用于确定时间tj,在经过该tj时间后,第三响应信号在(t1+tk+t2)时刻至(t1+tk+t2+tj)时刻的幅值均值为Atj。The second amplitude monitoring subunit is used to determine the time tj, and after the tj time, the mean value of the amplitude of the third response signal at the moment (t1+tk+t2) to (t1+tk+t2+tj) is A tj .
进一步地,所述第二采集子单元包括:Further, the second acquisition subunit includes:
零时刻激励子单元,用于在第二位置,从零时刻起,以第一预定信号S1作为激励信号,定期向待检测肌肉组织发送激励信号,所述第一预定信号S1的幅值和频率不随时间变化;The zero-time excitation subunit is used to periodically send an excitation signal to the muscle tissue to be detected with the first predetermined signal S1 as the excitation signal from the zero time at the second position, and the amplitude of the first predetermined signal S1 is and frequency do not vary with time;
第一响应信号确定子单元,用于以时域采集方式采集表示肌电信息的第一响应信号,并确定接收到的该第一响应信号是否在预定的预备时间长度T预备内电位波动小于第一阈值;The first response signal determination subunit is used to collect the first response signal representing the myoelectric information in a time-domain acquisition manner, and determine whether the potential fluctuation of the received first response signal within the predetermined preparation time length T preparation is smaller than the first response signal a threshold;
第一预定信号停止子单元,用于当接收到的该第一响应信号在预定的预备时间长度T预备内电位波动信息小于第一阈值时,计算此时刻与零时刻之间经历的时间长度为t1,并计算在时间t1内的第一预定信号S1的电位平均值At1,停止第一预定信号的激励;The first predetermined signal stop subunit is used to calculate the time length elapsed between this moment and the zero moment when the received first response signal is less than the first threshold within the predetermined preparation time length T preparation potential fluctuation information is t1, and calculate the potential average A t1 of the first predetermined signal S1 in time t1 , stop the excitation of the first predetermined signal;
第一激励子单元,用于从t1时刻开始,以第二预定信号S2作为激励信号,定期向待检测肌肉组织发送激励信号,所述第二预定信号S2的幅值随时间变化且频率不随时间变化,且第二预定信号的幅值和频率均大于第一预定信号;The first excitation subunit is configured to use the second predetermined signal S2 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from time t1, the amplitude of the second predetermined signal S2 varies with time and the frequency does not change with time, and the amplitude and frequency of the second predetermined signal are greater than the first predetermined signal;
第二响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第二响应信号;The second response signal acquisition subunit is used to acquire a second response signal representing myoelectric information in a time-domain acquisition manner;
第一幅值监控子单元,用于确定时间tk,在该tk时间后,第二响应信号在t1时刻至(t1+tk)时刻的幅值均值为Atk;The first amplitude value monitoring subunit is used to determine the time tk, and after the tk time, the mean value of the amplitude of the second response signal at the time t1 to (t1+tk) is A tk ;
第二预定信号幅值改变子单元,用于从(t1+tk)时刻开始,改变第二预定信号S2的幅值|S2|为:|S2|=|S2|×(1+((1+lnAt1)/(1+lnAtk));The second predetermined signal amplitude changing subunit is used to change the amplitude |S 2 | of the second predetermined signal S 2 from time (t1+tk) to: |S 2 |=|S 2 |×(1+ ((1+lnA t1 )/(1+lnA tk ));
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号,并确定接收到的该第三响应信号是否在预定的预备时间长度T预备内电位波动小于第二阈值;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner, and determine whether the received third response signal has a potential fluctuation less than the first within the predetermined preparation time length T preparation . Two thresholds;
第二预定信号停止子单元,用于当接收到的该第三响应信号在预定的预备时间长度T预备内电位波动信息小于第二阈值时,计算此时刻与(t1+tk)时刻之间经历的时间长度为t2,并计算在时间t2内的第二预定信号S2的电位平均值At2,停止第二预定信号的激励;The second predetermined signal stop subunit is used to calculate the time elapsed between this moment and (t1+tk) moment when the received third response signal has potential fluctuation information less than the second threshold within the predetermined preparation time length T preparation The length of time is t2, and the potential average value A t2 of the second predetermined signal S2 within time t2 is calculated, and the excitation of the second predetermined signal is stopped;
第三预定信号激励子单元,用于从(t1+tk+t2)时刻开始,以第三预定信号S3作为激励信号,定期向待检测肌肉组织发送激励信号,所述第三预定信号S3的幅值随时间变化且频率随时间变化,且第三预定信号的幅值和频率均大于第二预定信号;The third predetermined signal excitation subunit is used to start from the moment (t1+tk+t2), using the third predetermined signal S3 as the excitation signal, to periodically send the excitation signal to the muscle tissue to be detected, the third predetermined signal S3 The amplitude and frequency of the change with time, and the amplitude and frequency of the third predetermined signal are greater than the second predetermined signal;
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner;
第二幅值监控子单元,用于确定时间tj,在经过该tj时间后,第三响应信号在(t1+tk+t2)时刻至(t1+tk+t2+tj)时刻的幅值均值为Atj。The second amplitude monitoring subunit is used to determine the time tj, and after the tj time, the mean value of the amplitude of the third response signal at the moment (t1+tk+t2) to (t1+tk+t2+tj) is A tj .
进一步地,所述时刻确定子单元包括:Further, the time determination subunit includes:
第四预定信号激励子单元,用于从(t1+tk+t2+tj)时刻起,以第四预定信号S4作为激励信号,定期向待检测肌肉组织发送激励信号,所述第四预定信号S4的平均幅值为Atj、频率随时间变化;The fourth predetermined signal excitation subunit is used to use the fourth predetermined signal S4 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from the moment (t1+tk+t2+tj), the fourth predetermined signal The average amplitude of S 4 is A tj , and the frequency changes with time;
第四响应信号采集子单元,用于以频域采集方式采集表示肌电信息的第四响应信号,并确定接收到的该第四响应信号是否在预定的预备频率范围W预备内频谱密度小于第三阈值;The fourth response signal acquisition subunit is used to acquire a fourth response signal representing myoelectric information in a frequency-domain acquisition manner, and determine whether the received fourth response signal has a spectral density less than the first in the predetermined preparation frequency range W preparation Three thresholds;
第四预定信号停止子单元,用于当接收到的该第四响应信号在预定的预备频率范围W预备内频谱密度信息小于第三阈值时,计算此时刻与(t1+tk+t2+tj)时刻之间经历的时间长度为t3,并计算在时间t3内的第四预定信号S4的平均功率P1,停止第四预定信号的激励;The fourth predetermined signal stop subunit is used to calculate the current moment and (t1+tk+t2+ tj ) The length of time elapsed between moments is t3, and the average power P 1 of the fourth predetermined signal S 4 within time t3 is calculated, and the excitation of the fourth predetermined signal is stopped;
第五预定信号激励子单元,用于从(t1+tk+t2+tj+t3)时刻开始,以第五预定信号S5作为激励信号,定期向待检测肌肉组织发送激励信号,所述第五预定信号S5的幅值随时间变化且频率随时间变化,且第五预定信号的幅值与第四预定信号相同、频率大于第四预定信号;The fifth predetermined signal excitation subunit is used to start from the time (t1+tk+t2+tj+t3), using the fifth predetermined signal S5 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected, the fifth The amplitude of the predetermined signal S5 varies with time and the frequency varies with time, and the amplitude of the fifth predetermined signal is the same as that of the fourth predetermined signal, and the frequency is greater than that of the fourth predetermined signal;
第五响应信号采集子单元,用于以频域采集方式采集表示肌电信息的第五响应信号;The fifth response signal acquisition subunit is used to acquire the fifth response signal representing myoelectric information in a frequency domain acquisition mode;
平均功率监控子单元,用于确定时间tf,在经过该tf时间时,第五响应信号在(t1+tk+t2+tj+t3)时刻至(t1+tk+t2+tj+t3+tf)时刻的平均功率开始大于P1;The average power monitoring subunit is used to determine the time tf, and when the tf time passes, the fifth response signal is from (t1+tk+t2+tj+t3) to (t1+tk+t2+tj+t3+tf) The average power at the moment starts to be greater than P 1 ;
起始激发时刻系数确定子单元,用于计算起始激发时刻系数a=1/(1+(tf/((T3+T5)/2))),T3为所述第五预定信号的周期,T5为所述第五预定信号的周期。The initial excitation time coefficient determination subunit is used to calculate the initial excitation time coefficient a=1/(1+(tf/((T 3 +T 5 )/2))), where T 3 is the fifth predetermined signal The period of T 5 is the period of the fifth predetermined signal.
进一步地,所述第一检测子单元包括:Further, the first detection subunit includes:
第一检测信号生成子单元,用于生成具有平均幅值为Atj、频率不小于所述第五预定信号的频率的信号作为第一检测信号,定期向待检测肌肉组织发送该第一检测信号;The first detection signal generating subunit is configured to generate a signal having an average amplitude of Atj and a frequency not less than the frequency of the fifth predetermined signal as the first detection signal, and periodically send the first detection signal to the muscle tissue to be detected ;
全波形采集子单元,用于从(1+a)2×T检时刻开始,以全波形方式采集表示肌电信息的第六响应信号,一次性获取瞬变响应信号和稳态响应信号,其中T检为所述第一检测信号的周期;The full waveform acquisition subunit is used to collect the sixth response signal representing the electromyographic information in a full waveform form from the (1+a) 2 ×T detection time, and obtain the transient response signal and the steady state response signal at one time, wherein T detection is the period of the first detection signal;
瞬态与稳态信息获取子单元,用于每当瞬态响应信号的平均功率为P1的整数倍时,放大所述第一检测信号,同时抽取相对应时刻的稳态响应信号的幅值及与其对应的检测信号平均功率,将该幅值和平均功率作为第一肌电响应信息。The transient and steady-state information acquisition subunit is used to amplify the first detection signal whenever the average power of the transient response signal is an integer multiple of P1, and at the same time extract the amplitude of the steady-state response signal at the corresponding moment and the corresponding average power of the detection signal, and use the amplitude and average power as the first myoelectric response information.
进一步地,所述第二检测子单元包括:Further, the second detection subunit includes:
第二检测信号生成子单元,用于生成具有平均幅值为Atj、频率不小于所述第五预定信号的频率的信号作为第二检测信号,定期向待检测肌肉组织发送该第二检测信号;The second detection signal generation subunit is configured to generate a signal having an average amplitude of Atj and a frequency not less than the frequency of the fifth predetermined signal as a second detection signal, and periodically send the second detection signal to the muscle tissue to be detected ;
全波形采集子单元,用于从(1+a)2×T检时刻开始,以全波形方式采集表示肌电信息的第六响应信号,一次性获取瞬变响应信号和稳态响应信号,其中T检为所述第二检测信号的周期;The full waveform acquisition subunit is used to collect the sixth response signal representing the electromyographic information in a full waveform form from the (1+a) 2 ×T detection time, and obtain the transient response signal and the steady state response signal at one time, wherein T detection is the period of the second detection signal;
瞬态与稳态信息获取子单元,用于每当瞬态响应信号的平均功率为P1的整数倍时,放大所述第二检测信号,同时抽取相对应时刻的稳态响应信号的幅值及与其对应的检测信号平均功率,将该幅值和平均功率作为第二肌电响应信息。The transient and steady-state information acquisition subunit is used to amplify the second detection signal whenever the average power of the transient response signal is an integer multiple of P1, and simultaneously extract the amplitude of the steady-state response signal at the corresponding moment and the corresponding average power of the detection signal, and use the amplitude and average power as the second myoelectric response information.
进一步地,所述平衡性检测单元包括:Further, the balance detection unit includes:
曲线获得子单元,用于对于第一肌电响应信息和第二肌电响应信息,分别以各肌电响应信息的所述稳态响应信号的幅值及与其对应的检测信号平均功率为坐标轴,以描点方式自动获得描点曲线;The curve obtaining subunit is used for the first myoelectric response information and the second myoelectric response information, respectively taking the amplitude of the steady-state response signal of each myoelectric response information and the corresponding average power of the detection signal as coordinate axes , to automatically obtain the plot point curve in the way of plot points;
线性度计算子单元,用于计算对应于第一肌电响应信息和第二肌电响应信息的曲线的线性度;A linearity calculation subunit, configured to calculate the linearity of the curve corresponding to the first myoelectric response information and the second myoelectric response information;
方差计算子单元,用于计算对应于第一肌电响应信息和第二肌电响应信息的曲线的线性度之间的方差;A variance calculation subunit for calculating the variance between the linearity of the curves corresponding to the first myoelectric response information and the second myoelectric response information;
平衡性确定子单元,用于当方差计算子单元得到的方差小于预设方差时确定处于第一位置和第二位置的肌肉平衡。The balance determination subunit is used to determine the muscle balance at the first position and the second position when the variance obtained by the variance calculation subunit is less than the preset variance.
进一步地,所述放大的倍数为每次当瞬态响应信号的平均功率为P1的整数倍时放大2倍。Further, the amplification factor is 2 times each time the average power of the transient response signal is an integer multiple of P1.
进一步地,所述预设参考值基于经验值获得,例如基于大量临床数据;其临床数据量越大则预设参考值可靠性越高。Further, the preset reference value is obtained based on empirical values, for example, based on a large amount of clinical data; the greater the amount of clinical data, the higher the reliability of the preset reference value.
需要说明的是,本发明中,上述技术方案尽管在第一位置和第二位置存在相同或相应的技术手段,但本领域技术人员应当清楚这些相同或响应的单元或子单元或技术手段对应的技术特征应当是对于第一位置和第二位置各自独立而互相不应存在干扰和影响的。例如,第一位置和第二位置采用的第一预定信号应当是在各自被首次应用时是相同的。换句话说,第一位置和第二位置的测量顺序不应造成结果上的差异,在此本领域技术人员应当毫无疑义地熟知的常识性前提下,各术语、参数和信号等技术特征在第一位置和第二位置相应的激励、检测等所有检测记载中彼此无关,且第一位置和第二位置相关的各子单元及相关的技术特征仅与该位置相关的其他内容有关,而与另一位置的任何内容无关。本申请仅是为了理解简易和使得本领域技术人员不对二者产生阅读复杂性问题的目的,而未对第一位置和第二位置相关单元或子单元中的相应术语加以描述方面的区分。It should be noted that, in the present invention, although the above-mentioned technical solution has the same or corresponding technical means in the first position and the second position, those skilled in the art should know that these same or corresponding units or subunits or technical means correspond to The technical features should be independent of the first position and the second position and should not interfere with or affect each other. For example, the first predetermined signal employed by the first location and the second location should be the same when each is first applied. In other words, the measurement order of the first position and the second position should not cause a difference in the results. Under the common sense premise that those skilled in the art should be familiar with without any doubt, technical characteristics such as terms, parameters and signals are in The excitation and detection corresponding to the first position and the second position are irrelevant to each other in all detection records, and the subunits and related technical features related to the first position and the second position are only related to other content related to the position, and not related to Anything in another location is irrelevant. The present application is only for the purpose of simplification of understanding and preventing those skilled in the art from having the problem of reading complexity for the two, and does not distinguish between the corresponding terms in the description of the first position and the second position-related unit or subunit.
本发明的有益效果是:The beneficial effects of the present invention are:
(1)本发明采用时域方式去除检测前身体中和外部其他信号对待检测肌肉组织的影响,降低了检测中可能出现的噪声;(1) The present invention adopts the time domain method to remove the impact of other signals in the body and outside the body before the detection to detect the muscle tissue, which reduces the noise that may occur in the detection;
(2)本发明在降噪的同时,创造性地基于“掩蔽效应”的思路,通过主动引入检测用的低频噪声(优选采用低频冲击信号或低频脉冲信号),使得检测中的噪声“可控”;即,在正式检测前通过多次引入不同的信号,屏蔽待检测肌肉组织可能被影响产生的以及其自身产生的高频噪声信号,以相对于环境和待检测肌肉组织内的高频噪声更低频率的“低频信号”为时域信号,经发明人多次实践验证,极大地屏蔽掉高频噪声信号,从而提高了获得响应信号时响应信号中的信噪比;(2) While reducing noise, the present invention is creatively based on the idea of "masking effect", and actively introduces low-frequency noise for detection (preferably using low-frequency impact signals or low-frequency pulse signals), so that the noise in detection is "controllable" ; That is, before the formal detection, by introducing different signals multiple times, shielding the high-frequency noise signal that the muscle tissue to be detected may be affected and produced by itself, so as to be more accurate than the high-frequency noise in the environment and the muscle tissue to be detected. The low-frequency "low-frequency signal" is a time-domain signal, which has been verified by the inventor for many times, and the high-frequency noise signal is greatly shielded, thereby improving the signal-to-noise ratio in the response signal when obtaining the response signal;
(3)通过多次引入不同幅度的信号的方式,达到在检测肌肉状态前对肌肉与信号之间的逐步适应,降低了肌肉组织对正式检测信号的应激反映造成响应信号不可靠性;(3) By introducing signals of different amplitudes multiple times, the gradual adaptation between the muscle and the signal is achieved before the muscle state is detected, which reduces the unreliability of the response signal caused by the stress response of the muscle tissue to the formal detection signal;
(4)通过频域多次检测方式确定适当的检测信号的频谱特征,达到在检测肌肉状态前对肌肉与信号之间的逐步适应,降低了肌肉组织对正式检测信号的应激反映造成响应信号不可靠性;(4) Determine the spectral characteristics of the appropriate detection signal through multiple detection methods in the frequency domain, to achieve gradual adaptation between the muscle and the signal before detecting the muscle state, and reduce the response signal caused by the stress response of the muscle tissue to the formal detection signal Unreliability;
(5)以时域和频域方式分别检测的方式,降低了对于检测信号参数生成时所需的基础数据获得过程中的激励信号对肌肉的训练效应和肌肉由此产生的惰性,提高了肌肉对检测信号的响应速度;(5) The time domain and frequency domain methods are used to detect separately, which reduces the training effect of the excitation signal on the muscles and the resulting inertia of the muscles in the process of obtaining the basic data required for the generation of the detection signal parameters, and improves the muscles. Response speed to detection signal;
(6)本发明创造性地采用了全波形记录方式,避免了现有技术中通过时域、频域分别检测和激励的方式进行肌肉组织测试时造成的大计算量,提高了检测效率;(6) The present invention creatively adopts the full waveform recording method, which avoids the large calculation amount caused by the muscle tissue test through the time domain and frequency domain detection and excitation respectively in the prior art, and improves the detection efficiency;
(7)本发明创造性地在检测前采用不同采集方式多次采集,确定检测信号参数的方式,能够在正式检测时一次性地、相对现有技术多次检测的方式更快速地,获得肌肉状态,且多次检测之间彼此干扰性小,能够在保证检测准确性的前提下无需像现有技术中不同批次检测和测试期间需要暂停较长时间。(7) The present invention creatively adopts different collection methods to collect multiple times before the detection, and the method of determining the detection signal parameters can obtain the muscle state at one time during the official detection, and more quickly than the multiple detection methods of the prior art , and the mutual interference between multiple detections is small, and it is possible to ensure the detection accuracy without needing to pause for a long time during the detection and testing of different batches in the prior art.
附图说明Description of drawings
图1示出了根据本发明的检测系统的结构框图。Fig. 1 shows a structural block diagram of a detection system according to the present invention.
具体实施方式detailed description
如图1所示,根据本发明的优选实施例,本发明提供了一种肌肉康复过程中的平衡性检测系统,用于在肌肉受到物理伤害(例如拉伸过度、扭曲过度等)后向受到物理伤害前正常状态恢复的过渡期间监控不同位置(一般指相对于人体中心线对称的位置,例如左臂肱二头肌和右臂肱二头肌)的肌肉康复平衡性,包括:As shown in Fig. 1, according to a preferred embodiment of the present invention, the present invention provides a balance detection system in the process of muscle rehabilitation, which is used to receive physical damage to the muscles (such as excessive stretching, excessive twisting, etc.) During the transition to normal state before physical injury, monitor the muscle rehabilitation balance of different positions (generally refers to the position symmetrical with respect to the center line of the body, such as the biceps brachii of the left arm and the biceps brachii of the right arm), including:
第一肌电响应信息获取单元,用于在第一位置检测对于以第一检测信号为激励信号得到的第一肌电响应信息;The first myoelectric response information acquisition unit is used to detect the first myoelectric response information obtained by using the first detection signal as the excitation signal at the first position;
第二肌电响应信息获取单元,用于在第二位置检测对于以第二检测信号为激励信号得到的第二肌电响应信息,所述第二位置相对于人体中心线与第一位置对称性;The second myoelectric response information acquisition unit is used to detect the second myoelectric response information obtained by using the second detection signal as the excitation signal at the second position, and the second position is symmetrical to the first position relative to the centerline of the human body ;
平衡性检测单元,用于比较第一肌电响应信息和第二肌电响应信息;a balance detection unit for comparing the first myoelectric response information with the second myoelectric response information;
语音输出单元,用于以语音的方式播放所述平衡性检测单元的比较结果。The voice output unit is used to play the comparison result of the balance detection unit by voice.
优选地,所述第一肌电响应信息获取单元包括:Preferably, the first myoelectric response information acquisition unit includes:
第一采集子单元,用于在第一位置以第一采集方式采集多个肌电信息;The first collection subunit is used to collect a plurality of myoelectric information in the first collection mode at the first position;
时刻确定子单元,用于确定监控激励信号的检测开始时刻参数;The time determination subunit is used to determine the detection start time parameter of the monitoring excitation signal;
第一检测子单元,用于生成第一检测信号,并以第一检测信号为激励信号,以第二采集方式检测肌电信息,将得到的此肌电信息作为第一肌电响应信息。The first detection subunit is used to generate a first detection signal, and use the first detection signal as an excitation signal to detect myoelectric information in a second acquisition manner, and use the obtained myoelectric information as first myoelectric response information.
优选地,所述第二肌电响应信息获取单元包括:Preferably, the second myoelectric response information acquisition unit includes:
第二采集子单元,用于在第二位置以第一采集方式采集多个肌电信息;The second collection subunit is used to collect a plurality of myoelectric information in the first collection mode at the second position;
时刻确定子单元,用于确定监控激励信号的检测开始时刻参数;The time determination subunit is used to determine the detection start time parameter of the monitoring excitation signal;
第二检测子单元,用于生成第二检测信号,并以第二检测信号为激励信号,以第二采集方式检测肌电信息,将得到的此肌电信息作为第二肌电响应信息。The second detection subunit is configured to generate a second detection signal, and use the second detection signal as an excitation signal to detect the myoelectric information in a second acquisition manner, and use the obtained myoelectric information as the second myoelectric response information.
优选地,所述第一采集子单元包括:Preferably, the first acquisition subunit includes:
零时刻激励子单元,用于在第一位置,从零时刻起,以第一预定信号S1作为激励信号,定期向待检测肌肉组织发送激励信号,所述第一预定信号S1的幅值和频率不随时间变化;The zero-time excitation subunit is used to periodically send an excitation signal to the muscle tissue to be detected with the first predetermined signal S1 as the excitation signal from the zero time at the first position, and the amplitude of the first predetermined signal S1 is and frequency do not vary with time;
第一响应信号确定子单元,用于以时域采集方式采集表示肌电信息的第一响应信号,并确定接收到的该第一响应信号是否在预定的预备时间长度T预备内电位波动小于第一阈值;The first response signal determination subunit is used to collect the first response signal representing the myoelectric information in a time-domain acquisition manner, and determine whether the potential fluctuation of the received first response signal within the predetermined preparation time length T preparation is smaller than the first response signal a threshold;
第一预定信号停止子单元,用于当接收到的该第一响应信号在预定的预备时间长度T预备内电位波动信息小于第一阈值时,计算此时刻与零时刻之间经历的时间长度为t1,并计算在时间t1内的第一预定信号S1的电位平均值At1,停止第一预定信号的激励;The first predetermined signal stop subunit is used to calculate the time length elapsed between this moment and the zero moment when the received first response signal is less than the first threshold within the predetermined preparation time length T preparation potential fluctuation information is t1, and calculate the potential average A t1 of the first predetermined signal S1 in time t1 , stop the excitation of the first predetermined signal;
第一激励子单元,用于从t1时刻开始,以第二预定信号S2作为激励信号,定期向待检测肌肉组织发送激励信号,所述第二预定信号S2的幅值随时间变化且频率不随时间变化,且第二预定信号的幅值和频率均大于第一预定信号;The first excitation subunit is configured to use the second predetermined signal S2 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from time t1, the amplitude of the second predetermined signal S2 varies with time and the frequency does not change with time, and the amplitude and frequency of the second predetermined signal are greater than the first predetermined signal;
第二响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第二响应信号;The second response signal acquisition subunit is used to acquire a second response signal representing myoelectric information in a time-domain acquisition manner;
第一幅值监控子单元,用于确定时间tk,在该tk时间后,第二响应信号在t1时刻至(t1+tk)时刻的幅值均值为Atk;The first amplitude value monitoring subunit is used to determine the time tk, and after the tk time, the mean value of the amplitude of the second response signal at the time t1 to (t1+tk) is A tk ;
第二预定信号幅值改变子单元,用于从(t1+tk)时刻开始,改变第二预定信号S2的幅值|S2|为:|S2|=|S2|×(1+((1+lnAt1)/(1+lnAtk));The second predetermined signal amplitude changing subunit is used to change the amplitude |S 2 | of the second predetermined signal S 2 from time (t1+tk) to: |S 2 |=|S 2 |×(1+ ((1+lnA t1 )/(1+lnA tk ));
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号,并确定接收到的该第三响应信号是否在预定的预备时间长度T预备内电位波动小于第二阈值;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner, and determine whether the received third response signal has a potential fluctuation less than the first within the predetermined preparation time length T preparation . Two thresholds;
第二预定信号停止子单元,用于当接收到的该第三响应信号在预定的预备时间长度T预备内电位波动信息小于第二阈值时,计算此时刻与(t1+tk)时刻之间经历的时间长度为t2,并计算在时间t2内的第二预定信号S2的电位平均值At2,停止第二预定信号的激励;The second predetermined signal stop subunit is used to calculate the time elapsed between this moment and (t1+tk) moment when the received third response signal has potential fluctuation information less than the second threshold within the predetermined preparation time length T preparation The length of time is t2, and the potential average value A t2 of the second predetermined signal S2 within time t2 is calculated, and the excitation of the second predetermined signal is stopped;
第三预定信号激励子单元,用于从(t1+tk+t2)时刻开始,以第三预定信号S3作为激励信号,定期向待检测肌肉组织发送激励信号,所述第三预定信号S3的幅值随时间变化且频率随时间变化,且第三预定信号的幅值和频率均大于第二预定信号;The third predetermined signal excitation subunit is used to start from the moment (t1+tk+t2), using the third predetermined signal S3 as the excitation signal, to periodically send the excitation signal to the muscle tissue to be detected, the third predetermined signal S3 The amplitude and frequency of the change with time, and the amplitude and frequency of the third predetermined signal are greater than the second predetermined signal;
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner;
第二幅值监控子单元,用于确定时间tj,在经过该tj时间后,第三响应信号在(t1+tk+t2)时刻至(t1+tk+t2+tj)时刻的幅值均值为Atj。The second amplitude monitoring subunit is used to determine the time tj, and after the tj time, the mean value of the amplitude of the third response signal at the moment (t1+tk+t2) to (t1+tk+t2+tj) is A tj .
优选地,所述第二采集子单元包括:Preferably, the second acquisition subunit includes:
零时刻激励子单元,用于在第二位置,从零时刻起,以第一预定信号S1作为激励信号,定期向待检测肌肉组织发送激励信号,所述第一预定信号S1的幅值和频率不随时间变化;The zero-time excitation subunit is used to periodically send an excitation signal to the muscle tissue to be detected with the first predetermined signal S1 as the excitation signal from the zero time at the second position, and the amplitude of the first predetermined signal S1 is and frequency do not vary with time;
第一响应信号确定子单元,用于以时域采集方式采集表示肌电信息的第一响应信号,并确定接收到的该第一响应信号是否在预定的预备时间长度T预备内电位波动小于第一阈值;The first response signal determination subunit is used to collect the first response signal representing the myoelectric information in a time-domain acquisition manner, and determine whether the potential fluctuation of the received first response signal within the predetermined preparation time length T preparation is smaller than the first response signal a threshold;
第一预定信号停止子单元,用于当接收到的该第一响应信号在预定的预备时间长度T预备内电位波动信息小于第一阈值时,计算此时刻与零时刻之间经历的时间长度为t1,并计算在时间t1内的第一预定信号S1的电位平均值At1,停止第一预定信号的激励;The first predetermined signal stop subunit is used to calculate the time length elapsed between this moment and the zero moment when the received first response signal is less than the first threshold within the predetermined preparation time length T preparation potential fluctuation information is t1, and calculate the potential average A t1 of the first predetermined signal S1 in time t1 , stop the excitation of the first predetermined signal;
第一激励子单元,用于从t1时刻开始,以第二预定信号S2作为激励信号,定期向待检测肌肉组织发送激励信号,所述第二预定信号S2的幅值随时间变化且频率不随时间变化,且第二预定信号的幅值和频率均大于第一预定信号;The first excitation subunit is configured to use the second predetermined signal S2 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from time t1, the amplitude of the second predetermined signal S2 varies with time and the frequency does not change with time, and the amplitude and frequency of the second predetermined signal are greater than the first predetermined signal;
第二响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第二响应信号;The second response signal acquisition subunit is used to acquire a second response signal representing myoelectric information in a time-domain acquisition manner;
第一幅值监控子单元,用于确定时间tk,在该tk时间后,第二响应信号在t1时刻至(t1+tk)时刻的幅值均值为Atk;The first amplitude value monitoring subunit is used to determine the time tk, and after the tk time, the mean value of the amplitude of the second response signal at the time t1 to (t1+tk) is A tk ;
第二预定信号幅值改变子单元,用于从(t1+tk)时刻开始,改变第二预定信号S2的幅值|S2|为:|S2|=|S2|×(1+((1+lnAt1)/(1+lnAtk));The second predetermined signal amplitude changing subunit is used to change the amplitude |S 2 | of the second predetermined signal S 2 from time (t1+tk) to: |S 2 |=|S 2 |×(1+ ((1+lnA t1 )/(1+lnA tk ));
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号,并确定接收到的该第三响应信号是否在预定的预备时间长度T预备内电位波动小于第二阈值;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner, and determine whether the received third response signal has a potential fluctuation less than the first within the predetermined preparation time length T preparation . Two thresholds;
第二预定信号停止子单元,用于当接收到的该第三响应信号在预定的预备时间长度T预备内电位波动信息小于第二阈值时,计算此时刻与(t1+tk)时刻之间经历的时间长度为t2,并计算在时间t2内的第二预定信号S2的电位平均值At2,停止第二预定信号的激励;The second predetermined signal stop subunit is used to calculate the time elapsed between this moment and (t1+tk) moment when the received third response signal has potential fluctuation information less than the second threshold within the predetermined preparation time length T preparation The length of time is t2, and the potential average value A t2 of the second predetermined signal S2 within time t2 is calculated, and the excitation of the second predetermined signal is stopped;
第三预定信号激励子单元,用于从(t1+tk+t2)时刻开始,以第三预定信号S3作为激励信号,定期向待检测肌肉组织发送激励信号,所述第三预定信号S3的幅值随时间变化且频率随时间变化,且第三预定信号的幅值和频率均大于第二预定信号;The third predetermined signal excitation subunit is used to start from the moment (t1+tk+t2), using the third predetermined signal S3 as the excitation signal, to periodically send the excitation signal to the muscle tissue to be detected, the third predetermined signal S3 The amplitude and frequency of the change with time, and the amplitude and frequency of the third predetermined signal are greater than the second predetermined signal;
第三响应信号采集子单元,用于以时域采集方式采集表示肌电信息的第三响应信号;The third response signal acquisition subunit is used to acquire a third response signal representing myoelectric information in a time-domain acquisition manner;
第二幅值监控子单元,用于确定时间tj,在经过该tj时间后,第三响应信号在(t1+tk+t2)时刻至(t1+tk+t2+tj)时刻的幅值均值为Atj。The second amplitude monitoring subunit is used to determine the time tj, and after the tj time, the mean value of the amplitude of the third response signal at the moment (t1+tk+t2) to (t1+tk+t2+tj) is A tj .
优选地,所述时刻确定子单元包括:Preferably, the time determination subunit includes:
第四预定信号激励子单元,用于从(t1+tk+t2+tj)时刻起,以第四预定信号S4作为激励信号,定期向待检测肌肉组织发送激励信号,所述第四预定信号S4的平均幅值为Atj、频率随时间变化;The fourth predetermined signal excitation subunit is used to use the fourth predetermined signal S4 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected from the moment (t1+tk+t2+tj), the fourth predetermined signal The average amplitude of S 4 is A tj , and the frequency changes with time;
第四响应信号采集子单元,用于以频域采集方式采集表示肌电信息的第四响应信号,并确定接收到的该第四响应信号是否在预定的预备频率范围W预备内频谱密度小于第三阈值;The fourth response signal acquisition subunit is used to acquire a fourth response signal representing myoelectric information in a frequency-domain acquisition manner, and determine whether the received fourth response signal has a spectral density less than the first in the predetermined preparation frequency range W preparation Three thresholds;
第四预定信号停止子单元,用于当接收到的该第四响应信号在预定的预备频率范围W预备内频谱密度信息小于第三阈值时,计算此时刻与(t1+tk+t2+tj)时刻之间经历的时间长度为t3,并计算在时间t3内的第四预定信号S4的平均功率P1,停止第四预定信号的激励;The fourth predetermined signal stop subunit is used to calculate the current moment and (t1+tk+t2+ tj ) The length of time elapsed between moments is t3, and the average power P 1 of the fourth predetermined signal S 4 within time t3 is calculated, and the excitation of the fourth predetermined signal is stopped;
第五预定信号激励子单元,用于从(t1+tk+t2+tj+t3)时刻开始,以第五预定信号S5作为激励信号,定期向待检测肌肉组织发送激励信号,所述第五预定信号S5的幅值随时间变化且频率随时间变化,且第五预定信号的幅值与第四预定信号相同、频率大于第四预定信号;The fifth predetermined signal excitation subunit is used to start from the time (t1+tk+t2+tj+t3), using the fifth predetermined signal S5 as the excitation signal to periodically send the excitation signal to the muscle tissue to be detected, the fifth The amplitude of the predetermined signal S5 varies with time and the frequency varies with time, and the amplitude of the fifth predetermined signal is the same as that of the fourth predetermined signal, and the frequency is greater than that of the fourth predetermined signal;
第五响应信号采集子单元,用于以频域采集方式采集表示肌电信息的第五响应信号;The fifth response signal acquisition subunit is used to acquire the fifth response signal representing myoelectric information in a frequency domain acquisition mode;
平均功率监控子单元,用于确定时间tf,在经过该tf时间时,第五响应信号在(t1+tk+t2+tj+t3)时刻至(t1+tk+t2+tj+t3+tf)时刻的平均功率开始大于P1;The average power monitoring subunit is used to determine the time tf, and when the tf time passes, the fifth response signal is from (t1+tk+t2+tj+t3) to (t1+tk+t2+tj+t3+tf) The average power at the moment starts to be greater than P 1 ;
起始激发时刻系数确定子单元,用于计算起始激发时刻系数a=1/(1+(tf/((T3+T5)/2))),T3为所述第五预定信号的周期,T5为所述第五预定信号的周期。The initial excitation time coefficient determination subunit is used to calculate the initial excitation time coefficient a=1/(1+(tf/((T 3 +T 5 )/2))), where T 3 is the fifth predetermined signal The period of T 5 is the period of the fifth predetermined signal.
优选地,所述第一检测子单元包括:Preferably, the first detection subunit includes:
第一检测信号生成子单元,用于生成具有平均幅值为Atj、频率不小于所述第五预定信号的频率的信号作为第一检测信号,定期向待检测肌肉组织发送该第一检测信号;The first detection signal generating subunit is configured to generate a signal having an average amplitude of Atj and a frequency not less than the frequency of the fifth predetermined signal as the first detection signal, and periodically send the first detection signal to the muscle tissue to be detected ;
全波形采集子单元,用于从(1+a)2×T检时刻开始,以全波形方式采集表示肌电信息的第六响应信号,一次性获取瞬变响应信号和稳态响应信号,其中T检为所述第一检测信号的周期;The full waveform acquisition subunit is used to collect the sixth response signal representing the electromyographic information in a full waveform form from the (1+a) 2 ×T detection time, and obtain the transient response signal and the steady state response signal at one time, wherein T detection is the period of the first detection signal;
瞬态与稳态信息获取子单元,用于每当瞬态响应信号的平均功率为P1的整数倍时,放大所述第一检测信号,同时抽取相对应时刻的稳态响应信号的幅值及与其对应的检测信号平均功率,将该幅值和平均功率作为第一肌电响应信息。The transient and steady-state information acquisition subunit is used to amplify the first detection signal whenever the average power of the transient response signal is an integer multiple of P1, and at the same time extract the amplitude of the steady-state response signal at the corresponding moment and the corresponding average power of the detection signal, and use the amplitude and average power as the first myoelectric response information.
优选地,所述第二检测子单元包括:Preferably, the second detection subunit includes:
第二检测信号生成子单元,用于生成具有平均幅值为Atj、频率不小于所述第五预定信号的频率的信号作为第二检测信号,定期向待检测肌肉组织发送该第二检测信号;The second detection signal generation subunit is configured to generate a signal having an average amplitude of Atj and a frequency not less than the frequency of the fifth predetermined signal as a second detection signal, and periodically send the second detection signal to the muscle tissue to be detected ;
全波形采集子单元,用于从(1+a)2×T检时刻开始,以全波形方式采集表示肌电信息的第六响应信号,一次性获取瞬变响应信号和稳态响应信号,其中T检为所述第二检测信号的周期;The full waveform acquisition subunit is used to collect the sixth response signal representing the electromyographic information in a full waveform form from the (1+a) 2 ×T detection time, and obtain the transient response signal and the steady state response signal at one time, wherein T detection is the period of the second detection signal;
瞬态与稳态信息获取子单元,用于每当瞬态响应信号的平均功率为P1的整数倍时,放大所述第二检测信号,同时抽取相对应时刻的稳态响应信号的幅值及与其对应的检测信号平均功率,将该幅值和平均功率作为第二肌电响应信息。The transient and steady-state information acquisition subunit is used to amplify the second detection signal whenever the average power of the transient response signal is an integer multiple of P1, and simultaneously extract the amplitude of the steady-state response signal at the corresponding moment and the corresponding average power of the detection signal, and use the amplitude and average power as the second myoelectric response information.
优选地,所述平衡性检测单元包括:Preferably, the balance detection unit includes:
曲线获得子单元,用于对于第一肌电响应信息和第二肌电响应信息,分别以各肌电响应信息的所述稳态响应信号的幅值及与其对应的检测信号平均功率为坐标轴,以描点方式自动获得描点曲线;The curve obtaining subunit is used for the first myoelectric response information and the second myoelectric response information, respectively taking the amplitude of the steady-state response signal of each myoelectric response information and the corresponding average power of the detection signal as coordinate axes , to automatically obtain the plot point curve in the way of plot points;
线性度计算子单元,用于计算对应于第一肌电响应信息和第二肌电响应信息的曲线的线性度;A linearity calculation subunit, configured to calculate the linearity of the curve corresponding to the first myoelectric response information and the second myoelectric response information;
方差计算子单元,用于计算对应于第一肌电响应信息和第二肌电响应信息的曲线的线性度之间的方差;A variance calculation subunit for calculating the variance between the linearity of the curves corresponding to the first myoelectric response information and the second myoelectric response information;
平衡性确定子单元,用于当方差计算子单元得到的方差小于预设方差时确定处于第一位置和第二位置的肌肉平衡。The balance determination subunit is used to determine the muscle balance at the first position and the second position when the variance obtained by the variance calculation subunit is less than the preset variance.
优选地,所述放大的倍数为每次当瞬态响应信号的平均功率为P1的整数倍时放大2倍。Preferably, the amplification factor is 2 times each time the average power of the transient response signal is an integer multiple of P1.
优选地,所述预设参考值基于经验值获得,例如基于大量临床数据;其临床数据量越大则预设参考值可靠性越高。Preferably, the preset reference value is obtained based on empirical values, for example, based on a large amount of clinical data; the greater the amount of clinical data, the higher the reliability of the preset reference value.
以上对于本发明的较佳实施例所作的叙述是为阐明的目的,而无意限定本发明精确地为所揭露的形式,基于以上的教导或从本发明的实施例学习而作修改或变化是可能的,实施例是为解说本发明的原理以及让所属领域的技术人员以各种实施例利用本发明在实际应用上而选择及叙述,本发明的技术思想企图由权利要求及其均等来决定。The above description of the preferred embodiments of the present invention is for the purpose of illustration, and is not intended to limit the present invention to the disclosed form. It is possible to modify or change based on the above teachings or learning from the embodiments of the present invention. Yes, the embodiments are selected and described in order to explain the principles of the present invention and allow those skilled in the art to use the present invention in various embodiments for practical application. The technical idea of the present invention is intended to be determined by the claims and their equivalents.
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| CN105962903A (en) * | 2016-07-25 | 2016-09-28 | 四川东鼎里智信息技术有限责任公司 | Wearable rehabilitation state monitor |
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| US5361775A (en) * | 1993-04-06 | 1994-11-08 | Mega Elektroniikka Oy Pl. | Method for determining muscle endurance and sensitivity to fatigue |
| EP2241246A1 (en) * | 2009-04-14 | 2010-10-20 | Koninklijke Philips Electronics N.V. | Using muscle tension sensing to locate an analyte measurement site on the skin |
| US20160174866A1 (en) * | 2011-09-01 | 2016-06-23 | Ka Wing Chan | Device for detecting fullness of bladder |
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