DocumentCode
3550776
Title
DSP controller based signal processing of physiological hand tremor
Author
Zhang, Jing ; Chu, Fang ; Mohammed, Nizamuddin
Author_Institution
Dept. of Appl. Sci., Arkansas Univ., Little Rock, AR, USA
fYear
2005
fDate
8-10 June 2005
Firstpage
1569
Abstract
This paper presents our research in real-time adaptive signal processing of physiological hand tremor with a DSP controller. A DSP controller can be applied in this application because of its high-performance in the signal processing and its capability in the realization of a single-chip embedded system for both real-time signal processing and control applications. The potential applications of the system include the long-term on-site monitoring of physiological tremor and the suppression of physiological tremor in a hand-held tool. Because of the limited memory and the operation speed provided by a DSP controller, recursive least-squares (RLS) adaptive algorithm is investigated in the modeling and on-line prediction of physiological hand tremor. The effectiveness of the algorithm is illustrated with the simulation and experimental results.
Keywords
adaptive signal processing; biology computing; digital control; embedded systems; least squares approximations; physiological models; recursive estimation; DSP control; hand-held tool; long-term onsite monitoring; physiological hand tremor; real-time adaptive signal processing; recursive least-squares adaptive algorithm; single-chip embedded system; Adaptive signal processing; Biomedical monitoring; Control systems; Digital signal processing; Embedded system; Process control; Real time systems; Resonance light scattering; Signal processing; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2005. Proceedings of the 2005
ISSN
0743-1619
Print_ISBN
0-7803-9098-9
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2005.1470191
Filename
1470191
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