Multivariate analysis of multichannel surface myoelectric signals to determine muscular fatigue

Methods of Information in Medicine

Volumn 36, Issue 4-5, 1997, Pages 302-305

  Nakamura, Yukihiro ^a   Kiryu, Tohru ^a   Saitoh, Yoshiaki ^a  

^a NIIGATA UNIVERSITY   (Japan)

Author keywords

Eigenvalue; Factor Loading; Karhunen Loeve Expansion; Muscular Fatigue

Indexed keywords

ARTICLE; CONTROLLED STUDY; FOURIER TRANSFORMATION; HUMAN; HUMAN EXPERIMENT; MALE; MULTICHANNEL RECORDER; MULTIVARIATE ANALYSIS; MUSCLE CONTRACTION; MUSCLE FATIGUE; MYOELECTRICITY; NORMAL HUMAN; PRIORITY JOURNAL; SIGNAL PROCESSING; TIBIALIS ANTERIOR MUSCLE;

EID: 0031424999     PISSN: 00261270     EISSN: None     Source Type: Journal    
DOI: 10.1055/s-0038-1636867     Document Type: Article

References (10)

1. Kugler J. ECG classification based on Karhunen-Loève expansion and discriminant analysis. Proc 6th Int Conf on Pattern Recognition 1982; 623-5.
2. Childers DG, Bloom PA, Arroyo AA, Roucos SE, Fischler IS, Achariyapaopan T, Perry NW Jr. Classification of cortical response using features from single EEG records. IEEE Trans Biomed Eng BME 1982; 29: 423-8.
3. Kiryu T, Okada M, Ssaitoh Y. Change of the relationship between superimposed M wave and preceding background activity during muscular fatigue. Proc 16th Annu Int Conf IEEE/EMBS 1994; 1: 739-40.
4. Tesch P, Sjdin B, Thorstensson A, Karlsson J. Muscle fatigue and its relation to lactate accumulation and LDH activity in man. Acta Physiol Scand 1970; 219: 1324-9.
5. De Luca CJ. Myoelectrical manifestations of localized muscular fatigue in humans. CRC Crit Rev Bioeng 1984; 11: 251-79.
6. Merletti R, Lo Conte LP, Orizio C. Indices of muscle fatigue. J Electromyogr Kinesiol 1991; 1: 20-33.
7. Erkki O. Subspace Methods of Pattern Recognition. Research Studies Press 1986.
8. Naeije M, Zorn H. Estimation of the action potential conduction velocity in human skeletal muscles using the surface EMG cross-correlation technique. Electromyogr Clin Neurophysiol 1983; 23: 73-80.
9. Kaneko H, Kiryu T, Ssaitoh Y. Compensation for the distortion of bipolar surface EMG signals caused by innervation zone movement. IEICE Trans Inf & Syst E79-D 1996; 4: 373-81
10. Triolo RJ, Lawrence M. An automated method for describing muscle fatigue. Proc 16th Annual Int Conf IEEE Eng Med Bio Soc 1994; 2: 337-8.