In order to detect and assess the muscle fatigue state with the surface electromyography(sEMG) characteristic parameters,this paper carried out a series of isometric contraction experiments to induce the fatigue on th...In order to detect and assess the muscle fatigue state with the surface electromyography(sEMG) characteristic parameters,this paper carried out a series of isometric contraction experiments to induce the fatigue on the forearm muscles from four subjects,and recorded the sEMG signals of the flexor carpi ulnaris.sEMG's median frequency(MDF) and mean frequency(MF) were extracted by short term Fourier transform(STFT),and the root mean square(RMS) of wavelet coefficients in the frequency band of 5—45 Hz was obtained by continuous wavelet transform(CWT).The results demonstrate that both MDF and MF show downward trends within 1 min; however,RMS shows an upward trend within the same time.The three parameters are closely correlated with absolute values of mean correlation coefficients greater than 0.8.It is suggested that the three parameters above can be used as reliable indicators to evaluate the level of muscle fatigue during isometric contractions.展开更多
背景:前交叉韧带重建后肌肉功能的恢复通常评估肌肉的最大力量,最近的研究认为还应考虑神经肌肉功能,比如肌肉等长发力率,即在肌肉等长收缩条件下测量不同时间间隔的力-时间曲线斜率。目的:阐述前交叉韧带重建后患者肌肉等长发力率的研...背景:前交叉韧带重建后肌肉功能的恢复通常评估肌肉的最大力量,最近的研究认为还应考虑神经肌肉功能,比如肌肉等长发力率,即在肌肉等长收缩条件下测量不同时间间隔的力-时间曲线斜率。目的:阐述前交叉韧带重建后患者肌肉等长发力率的研究现状与不足,分析术后不同时间内股四头肌和腘绳肌等长发力率的缺陷程度;等长发力率对术后患者功能表现的影响,为优化前交叉韧带重建后康复、减少患者二次损伤以及降低膝骨关节炎发生率提供重要信息。方法:检索中国知网、维普、万方和PubMed数据库,以“前交叉韧带,发力率”为中文检索词,以“anterior cruciate ligament,rate of force development,rate of torque development”为英文检索词,按照纳入和排除标准最终纳入69篇文献。结果与结论:(1)大多数研究发现前交叉韧带重建后半年内患者双侧肌肉等长发力率存在缺陷,双侧腘绳肌早期等长发力率(即肌肉收缩100 ms时间段内任意时间间隔的力-时间曲线斜率)在半年后有显著改善,但双侧股四头肌早期等长发力率长期缺陷,表明术后股四头肌神经肌肉功能长期受损。(2)有关晚期等长发力率(肌肉收缩100 ms后时间段内任意时间间隔的力-时间曲线斜率)的相关研究较少,无法得出确切结论。(3)关于着陆运动(跳跃落地和侧切等)和日常生活活动(走、跑),股四头肌早期等长发力率比等长峰值力矩相关性更强,运动过程中生物力学的异常改变被认为是患者二次损伤以及创伤性膝骨关节炎发生的重要风险因素,积极改善股四头肌早期等长发力率可能会降低二次损伤以及创伤性膝骨关节炎的发生率。(4)目前仅有很少的证据表明,全身振动训练能改善前交叉韧带重建后患者股四头肌早期等长发力率,建议今后在术后早期阶段应用神经肌肉电刺激干预股四头肌和腘绳肌,而在术后晚期阶段实施展开更多
基金Supported by the National Natural Science Foundation of China(No.81222021 and No.31011130042)the National Key Technology R&D Program of the Ministry of Science and Technology of China(No.2012BAI34B02)
文摘In order to detect and assess the muscle fatigue state with the surface electromyography(sEMG) characteristic parameters,this paper carried out a series of isometric contraction experiments to induce the fatigue on the forearm muscles from four subjects,and recorded the sEMG signals of the flexor carpi ulnaris.sEMG's median frequency(MDF) and mean frequency(MF) were extracted by short term Fourier transform(STFT),and the root mean square(RMS) of wavelet coefficients in the frequency band of 5—45 Hz was obtained by continuous wavelet transform(CWT).The results demonstrate that both MDF and MF show downward trends within 1 min; however,RMS shows an upward trend within the same time.The three parameters are closely correlated with absolute values of mean correlation coefficients greater than 0.8.It is suggested that the three parameters above can be used as reliable indicators to evaluate the level of muscle fatigue during isometric contractions.
文摘背景:前交叉韧带重建后肌肉功能的恢复通常评估肌肉的最大力量,最近的研究认为还应考虑神经肌肉功能,比如肌肉等长发力率,即在肌肉等长收缩条件下测量不同时间间隔的力-时间曲线斜率。目的:阐述前交叉韧带重建后患者肌肉等长发力率的研究现状与不足,分析术后不同时间内股四头肌和腘绳肌等长发力率的缺陷程度;等长发力率对术后患者功能表现的影响,为优化前交叉韧带重建后康复、减少患者二次损伤以及降低膝骨关节炎发生率提供重要信息。方法:检索中国知网、维普、万方和PubMed数据库,以“前交叉韧带,发力率”为中文检索词,以“anterior cruciate ligament,rate of force development,rate of torque development”为英文检索词,按照纳入和排除标准最终纳入69篇文献。结果与结论:(1)大多数研究发现前交叉韧带重建后半年内患者双侧肌肉等长发力率存在缺陷,双侧腘绳肌早期等长发力率(即肌肉收缩100 ms时间段内任意时间间隔的力-时间曲线斜率)在半年后有显著改善,但双侧股四头肌早期等长发力率长期缺陷,表明术后股四头肌神经肌肉功能长期受损。(2)有关晚期等长发力率(肌肉收缩100 ms后时间段内任意时间间隔的力-时间曲线斜率)的相关研究较少,无法得出确切结论。(3)关于着陆运动(跳跃落地和侧切等)和日常生活活动(走、跑),股四头肌早期等长发力率比等长峰值力矩相关性更强,运动过程中生物力学的异常改变被认为是患者二次损伤以及创伤性膝骨关节炎发生的重要风险因素,积极改善股四头肌早期等长发力率可能会降低二次损伤以及创伤性膝骨关节炎的发生率。(4)目前仅有很少的证据表明,全身振动训练能改善前交叉韧带重建后患者股四头肌早期等长发力率,建议今后在术后早期阶段应用神经肌肉电刺激干预股四头肌和腘绳肌,而在术后晚期阶段实施
