A pattern based continuous multifunction myoelectric control strategy

Author

Leowinata, S. ; Hudgins, B. ; Parker, P.

Author_Institution

Inst. of Biomed. Eng., New Brunswick Univ., Fredericton, NB, Canada

Volume

1

fYear

1999

fDate

1999

Abstract

A new technique to extract more control information from the myoelectric signal (MES) is introduced. The technique is based on the correlation of the MES obtained from a linear array of surface electrodes. The goal is to develop a continuous classifier of the MES to be used for myoelectric control

Keywords

artificial limbs; biocontrol; correlation methods; electromyography; learning (artificial intelligence); medical signal processing; neuromuscular stimulation; pattern classification; signal classification; artificial limb control; basis feature vector; continuous classifier; continuous multifunction myoelectric control strategy; correlation; crosstalk; dynamic tracking; information vector; linear array; myoelectric signal classification; pattern classifiers; pattern recognition based strategy; surface electrodes; user intent; Autocorrelation; Biomedical electrodes; Biomedical engineering; Control systems; Crosstalk; Data mining; Delay; Feature extraction; Niobium; Sampling methods;

fLanguage

English

Publisher

ieee

Conference_Titel

[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint

Conference_Location

Atlanta, GA

ISSN

1094-687X

Print_ISBN

0-7803-5674-8

Type

conf

DOI

10.1109/IEMBS.1999.802646

Filename

802646