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Original Article

Vector quantization as a method for integer EMG signal compression

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Pages 41-52 | Published online: 09 Jul 2009

References

  • Stern, R., Ray, W. and Quigley, K., 2001, Electromyography. In Psychophysiological Recording, 2nd edn (New York, USA: Oxford University Press), pp. 106–124.
  • Kulkarni, P., Kumar, V. and Verma, H., 1997, Diagnostic accept-ability of FFT-based ECG data compression. Journal of Medical Engineering & Technology, 21, 185–189.
  • Tossavainen, T., Juhola, M. and Grönfors, T., 2000, Lossy compres-sion of auditory brainstem response signals. Proceedings of Medical Informatics Europe Y>2000, A. Hashman, B. Blobel, J. Dudeck, R. Engelbrecht, G. Gel! and H.-U. Prokosch (Eds), 28 August-1 September 2000, Hanover, Germany (Amsterdam, The Netherlands: IOS Press), 1250–1255.
  • Koski, A., Tossavainen, T. and Juhola, M., 2004, On lossy transform compression of ECG signals with reference to deformation of their parameter values. Journal of Medical Engineering & Technology, 28, 61–66.
  • Juhola, M., Tossavainen, T. and Aalto, H., 2004, Influence of lossy compression on eye movement signals. Computers in Biology and Medicine, 34, 221–239.
  • Filligoi, G. and Felici, F., 1999, Detection of hidden rhythms in surface EMG signals with a non-linear time-series tool. Medical Engineering & Physics, 21, 439–448.
  • Farina, D. and Merletti, R., 2000, Comparison of algorithms for estimation of EMG variables during voluntary isometric contractions. Journal of Electromyography and Kinesiology, 10, 337–349.
  • Georgakis, A., Stergioulas, L.K. and Giakas, G., 2003, Fatigue analysis of the surface EMG Signal in isometric constant force contractions using the averaged instantaneous frequency. IEEE Transactions on Biomedical Engineering, 50, 262–265.
  • Gresho, A. and Gray, R., 1992, Vector Quantization and Signal Compression (Dordrecht, The Netherlands: Kluwer Academic Publishers).
  • Cardenas-Barrera, J. and Lorenzo-Ginori, J., 1999, Mean-shape vector quantizer for ECG signal compression, IEEE Transactions on Biomedical Engineering, 46, 62–70.
  • Linde, Y., Buzo, A. and Gray, R., 1980, An algorithm for vector quantizer design. IEEE Transactions on Communications, 28, 84–95.
  • Kohonen, T., 1995, Self-Organizing Maps (Berlin Heidelberg: Springer-Verlag).
  • Sihvonen, T., Sihvonen, P., Kuusrainen, S. and Grönfors, T., 2004, Lightweight embedded system for acquiring simultaneous electro-myogenic activity and movement data (Function-EMG). Proceedings of the 6th Nordic Signal Processing Symposium - NORSIG 2004, 9–11 June 2004, Espoo, Finland, pp. 177–179.
  • Jalaleddine, S., Hutchens, C., Strattan, R. and Coberly, W., 1990, ECG data compression techniques - a unified approach. IEEE Transactions on Biomedical Engineering, 37, 329–343.
  • Wellig, P., Cheng, Z., Semling M. and Moschytz, G., 1998, Electromyogram data compression using single-tree and modified zero-tree wavelet encoding. Proceedings of the 20th Annual Interna-tional Conference of the IEEE Engineering in Medicine and Biology Society 1998, 29 October 1998, Hong Kong, China.

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