Adaptive whitening in electromyogram amplitude estimation for epoch-based applications.
prospective_cohort · Level II
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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.
Medical subject headings
- Algorithms
- Diagnosis, Computer-Assisted
- Electromyography
- Muscle Contraction
- Muscle, Skeletal
- Signal Processing, Computer-Assisted