Author/Editor     Glaser, Vojko; Holobar, Aleš; Zazula, Damjan
Title     An approach to the real-time surface electromyogram decomposition
Type     članek
Source     In: Jarm T, Kramar P, Zupanič A, editors. Medicon 2007. IFMBE proceedings from the 11th Mediterranean conference on medical and biological enginering and computing; 2007 Jun 26-30; Ljubljana. New York: Springer,
Publication year     2007
Volume     str. 105-8
Language     eng
Abstract     This paper studies a sequential decomposition method suitable for real-time separation of linear mixtures of finite-Iength signals. The signals are modelled as channel re-sponses in a multiple-input multiple-output (MIMO) model, with positive pulse trains as channel inputs. Our decomposi-tion method compensates the channel responses and aims to reconstruct the input pulse trains in real time. Tests on syn-thetic surface electromyograms (SEMG) show how well the proposed method performs, in comparison to its batch version, and how robust it is.