Literature DB >> 15709671

Adaptive whitening in electromyogram amplitude estimation for epoch-based applications.

Punit Prakash1, Christian A Salini, John A Tranquilli, Donald R Brown, Edward A Clancy.   

Abstract

Epoch-based electromyogram (EMG) amplitude estimates have not incorporated signal whitening, even though whitening has demonstrated significant improvements for stream-based estimates. This paper presents new epoch-based algorithms, for both single- and multiple-channel EMG, which include a whitening stage. The best multiple-channel whitening processor provided a 21.4%-22.5% improvement over single-channel unwhitened estimation in an EMG-to-torque application.

Mesh:

Year:  2005        PMID: 15709671     DOI: 10.1109/TBME.2004.840498

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  1 in total

1.  Comparison of speed-accuracy tradeoff between linear and nonlinear filtering algorithms for myocontrol.

Authors:  Cassie N Borish; Adam Feinman; Matteo Bertucco; Natalie G Ramsy; Terence D Sanger
Journal:  J Neurophysiol       Date:  2018-01-31       Impact factor: 2.714

  1 in total

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