DocumentCode
1570959
Title
Design of bistable system based nonlinear detector
Author
Guo, Gencheng ; Mandal, Mrinal
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
fYear
2010
Firstpage
881
Lastpage
884
Abstract
In this paper, a novel nonlinear detector based on bistable system is developed to detect signals in a large group of non-Gaussian noise with heavy tail. Assuming that the functional form of the probability density function (PDF) of the noise is unknown, we use the bistable system (BS) as a nonlinear limiter. The BS parameters are chosen by matching two nonlinearities. One is the BS nonlinearity, which is derived by the proposed PNE algorithm. The other is the objective nonlinear function, which is derived by the proposed GI algorithm. Experiment results show that proposed detector provides a superior performance compared to a linear detector and very close to that of the locally optimal (LO) detector.
Keywords
noise; probability; sensors; signal processing equipment; bistable system; non-Gaussian noise; nonlinear detector; probability density function; Correlators; Design engineering; Detectors; Noise level; Noise reduction; Probability density function; Signal design; Signal detection; Stochastic resonance; Tail;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2010 53rd IEEE International Midwest Symposium on
Conference_Location
Seattle, WA
ISSN
1548-3746
Print_ISBN
978-1-4244-7771-5
Type
conf
DOI
10.1109/MWSCAS.2010.5548660
Filename
5548660
Link To Document