Title :
Recurrence quantification analysis of electrically evoked surface EMG signal
Author :
Liu, Chunling ; Wang, Xu
Author_Institution :
Inst. of Biomedicine Eng., Northeastern Univ., Boston, MA
Abstract :
Recurrence plot is a quite useful tool used in time-series analysis, in particular for measuring unstable periodic orbits embedded in a chaotic dynamical system. This paper introduced the structures of the recurrence plot and the ways of the plot coming into being. Then the way of the quantification of the recurrence plot is defined. In this paper, one of the possible applications of recurrence quantification analysis (RQA) strategy to the analysis of electrical stimulation evoked surface EMG. The result shows the percent determination is increased along with stimulation intensity
Keywords :
chaos; electromyography; time series; chaotic dynamical system; electrical stimulation; electrically evoked surface EMG signal; recurrence quantification analysis; time-series analysis; unstable periodic orbits; Biomedical engineering; Delta modulation; Electrical stimulation; Electromyography; Frequency; Muscles; Signal analysis; Symmetric matrices; Time series analysis; White noise; EMG; electrical stimulation; recurrence quantification analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615487