DocumentCode :
3136306
Title :
Identification of hysteresis of human meridian systems
Author :
Tan, Yonghong ; Dong, Ruili ; Chen, Hui
Author_Institution :
Coll. of Inf., Mech. & Electr. Eng., Shanghai Normal Univ., Shanghai, China
fYear :
2011
fDate :
19-21 Dec. 2011
Firstpage :
76
Lastpage :
81
Abstract :
In this paper, an identification method using nonlinear auto-regressive and moving average model with exogenous input is proposed to describe the dynamic hysteresis in human meridian. As the hysteresis is a nonlinear system with multi-valued mapping, the traditional identification method is unavailable to it directly. Thus, an expanded input space is constructed to transform the multi-valued mapping of the hysteresis to a one-to-one mapping. Then, the identification can be implemented on the constructed expanded input space. Finally, the proposed method is applied to hysteresis modeling for human meridian systems.
Keywords :
autoregressive moving average processes; identification; medicine; exogenous input; human meridian system; hysteresis identification; moving average model; multivalued mapping; nonlinear autoregressive model; one-to-one mapping; Data models; Educational institutions; Feature extraction; Humans; Hysteresis; Nonlinear dynamical systems; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location :
Santiago
ISSN :
1948-3449
Print_ISBN :
978-1-4577-1475-7
Type :
conf
DOI :
10.1109/ICCA.2011.6137895
Filename :
6137895
Link To Document :
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