Franck Quaine

Constrained non-negative PARAFAC2 for electromyogram separation

The objective of this paper is to reduce the crosstalk during the simultaneous extension of the muscles of the index finger and the little finger from a matrix of surface electromygraphy signals (sEMG). To this end, a non-negative tensor decomposition based on PARAFAC2 is proposed allowing to embed…