Open Access

Hybrid Feature Selection for Myoelectric Signal Classification Using MICA

ZARDOSHTI-KERMANI, M.—WHEELER, B. C.—BADIE, K.—HASHEMI, R. M.: EMG Feature Evaluation for Movement, Control of Upper Extremity Prostheses, IEEE Transaction on Rehabilitation Engineering 3 (1995), 324-233.10.1109/86.481972Search in Google Scholar

HEFFTNER, G.—JAROS, G.: The Electromyogram (EMG) as a Control Signal for Functional Neuromuscular Stimulation, Part I: Autoregressive Modeling as a Mean of EMG Signature Discrimination, IEEE Transaction on Biomedical Engineering 35 No. 6 (1998), 228-235.Search in Google Scholar

BONIVENTO, C.—DAVALLI, A.—FANTUZZI, C.—SACCHETTI, R.—TERENZI, S.: Automatic Tuning of Myoelectric Prostheses, Journal of Rehab. Research and Develop 35 No. 3 (1998), 294-304.Search in Google Scholar

HUDGINS, B.—PARKER, P.—SCOTT, R. N.: New Strategy for Multi-Function Myoelectric Control, IEEE Transaction on Biomedical Engineering 40 No. 1 yr1993, 82-94.10.1109/10.204774Search in Google Scholar

CHANG, G. C.—KANG, W. J.—LUH, J. J.—CHENG, C. K.—LAI, J. S.—CHEN, J. J.—KUO, T. S.: Real-Time Implementation of Electromyogram Pattern Recognition as a Control Command of ManMachine Interface, Medical Engineering and Physics 18 No. 7 (1996), 529-537.10.1016/1350-4533(96)00006-9Search in Google Scholar

ENGLEHART, K.—HUDGINS, B.: A Robust, Real-Time Control Scheme for Multifunction Myoelectric Control, IEEE Trans. Biomed. Eng. 50 No. 7 (July 2003), 848-854.10.1109/TBME.2003.81353912848352Search in Google Scholar

DOERSCHUK, P. C.—GUSTAFSON, D. E.—WILLSKY, A. S.: Upper Extremity Limb Function Discrimination Using EMG Signal Analysis, IEEE Transactions on Biomedical Engineering 30 No. 1 (1983), 18-28.10.1109/TBME.1983.325162Search in Google Scholar

KERMANI, M. Z.—WHEELER, B. C.—BADIE, K.—HASHEMI, R. M.: EMG Feature Evaluation for Movement Control of Upper Extremity Prostheses, IEEE Transactions on Rehabilitation Engineering 2 (1995), 1267-1271.Search in Google Scholar

NAKAMURA, H.—YOSHIDA, M.—KOTANI, M.—AKAZAWA, K.—MORITANI, T.: The Application of Independent Component Analysis to the Multichannel Surface Electromyographic Signals for Separation of Motor Unit Action Potential Trains, Journal of Electromyography and Kinesiology 14 No. 4 (Aug 2004), 423-432.10.1016/j.jelekin.2004.01.00415165592Search in Google Scholar

NAIK, G. R.—KUMAR, D. K.—SINGH, V. P.—PALANISWAMI, M.: SEMG for Identifying Hand Gestures using ICA, Workshop on Biosignal Processing and Classification at 2nd International Conference on Informatics in Control, Automation and Robotics, Setubal, Portugal, Aug 2006, pp. 61-67.Search in Google Scholar

CHLENZIG, J.—HUNTER, E.—JAIN, R.: Vision Based Hand Gesture Interpretation Using Recursive Estimation, In Twenty Eighth Asilomar Conference on Signals, Systems and Computers, volume 2, 1994, pp. 1267-1271.Search in Google Scholar

REHG, J. M.—KANADE, D. T.: Vision-Based Hand Tracking for Human-Computer Interaction, in Proc. IEEE Workshop on Motion of Non-Rigid and Articulated Objects, 1994, pp. 16-22.Search in Google Scholar

SCHLENZIG, J.—HUNTER, E.—JAIN, R.: Vision Based Hand Gesture Interpretation Using Recursive Estimation, In Twenty-Eighth Asilomar Conference on Signals, Systems and Computers, 1994, pp. 1267-1271.Search in Google Scholar

CHERON, G.—DRAYE, J. P.—BOURGEIOS, M.—LIBERT, G.: A Dynamic Neural Network Identification of Electromyography and Arm Trajectory Relationship during Complex Movements, IEEE Trans. Biomedical Engg. 43 (1996), 552-558.10.1109/10.4888038849468Search in Google Scholar

PAVLOVIC, V. I.—SHARMA, R.—HUANG, T. S.: Visual Interpretation of Hand Gestures for Human Computer Interaction, IEEE Trans. Pattern Analysis and Machine Intelligence 19 (1997), 677-695.10.1109/34.598226Search in Google Scholar

BASMAJIAN—DELUCA, C.: Muscles Alive: Their Functions Revealed by Electromyography, 5th Edn., Williams & Wilkins, Baltimore, 1985.Search in Google Scholar

BELL, A.—SEJNOWSKI, T.: An information Maximisation Approach to Blind Separation and Blind Deconvolution, Neural Comput. 7 (1995), 1129-1159.10.1162/neco.1995.7.6.11297584893Search in Google Scholar

HYVARINEN, A.—KARHUNEN, J.—OJA, E.: Independent Component Analysis, John Wiley, New York, 2001.10.1002/0471221317Search in Google Scholar

CICHOCKI, A.—AMARI, S.: Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications, Wiley, New York, 2003.10.1002/0470845899Search in Google Scholar

HAIR, J. F.—BLACK, W. C.—BABIN, B. J.—ANDERSON, R. E.—TATHAM, R. L.: Multivariate Data Analysis, Prentice Hall, 2006.Search in Google Scholar

ISSN:
1335-3632
Language:
English
Publication timeframe:
6 times per year
Journal Subjects:
Engineering, Introductions and Overviews, other