Evaluation of bistable systems for binary signal detection in symmetric non-Gaussian noise

被引:4
|
作者
Zhang, Huiquan [2 ]
Xu, Bohou [1 ]
Li, Jianlong [2 ]
Jiang, Zhong-Ping [3 ]
机构
[1] Zhejiang Univ, Dept Mech, State Key Lab Fluid Power Transmiss & Control, Hangzhou 310027, Zhejiang, Peoples R China
[2] Zhejiang Univ, Inst Informat & Commun Engn, Hangzhou 310027, Zhejiang, Peoples R China
[3] Polytech Univ, Dept Elect & Comp Engn, Brooklyn, NY 11201 USA
基金
中国国家自然科学基金;
关键词
Bistable system; Binary signal detection; Non-Gaussian noise; Nonlinear receiver; STOCHASTIC RESONANCE; RATIO; FILTER; REVERBERATION;
D O I
10.1016/j.probengmech.2009.08.005
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
For detecting binary signals in symmetric noise with unknown probability density functions (PDF), a nonlinear receiver is proposed based on the bistable systems with autoregressive models of order [AR(1)]. The bistable systems are utilized to pre-process the noisy observations ahead of the linear correlation (LC) detector. The permutations of the observations are utilized to bypass the design of the optimal LC vector which depends on the noise PDF. The detection performances, in the form of probabilities of error, in some non-Gaussian noise are evaluated versus the matched filter (MF) and Volterra filter (VF) through numerical simulations. The results show that the bistable receiver performs better than MF receiver when the noise deviates from Gaussian distribution, and seems more robust compared to the VF receiver. (C) 2009 Elsevier Ltd. All rights reserved.
引用
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页码:119 / 126
页数:8
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