Study of signal-to-noise ratio driven by colored noise

被引:0
|
作者
ZHAO Jin
机构
[1] ThecollegeofautomationengineeringofQingdaouniversity
关键词
Colored noise; Signal-to-noise ratio; Moving-average model;
D O I
10.19694/j.cnki.issn2095-2457.2016.02.159
中图分类号
TN911.4 [噪声与干扰];
学科分类号
摘要
This paper investigates the signal-to-noise ratio(SNR)driven by colored noise and weak input signals.Based on the Cauchy-Schwarz and Rayleigh quotients inequalities,an analytical expression of SNR is developed,and its upper band is closely related to the Fisher information of noise.For mimicking the colored noise,we adopt the first-order moving-average model and propose the optimal input signal waveform.The stochastic resonance effect in threshold systems is demonstrated for the Gaussian mixture colored noise.The obtained results will be interesting in the case of improving the nonlinear filter performance by adding noise to the weak signal corrupted by the colored noise.
引用
收藏
页码:203 / 204
页数:2
相关论文
共 12 条
  • [1] H. Poor.Signal detection in the presence of weakly dependent noise--I: Optimum detection. IEEE Transactions on Information Theory . 1982
  • [2] Duan F,Chapeau-Blondeau F,Abbott D.Stochastic resonance with colored noise for neural signal detection. PLoSONE .
  • [3] Collins J J,Chow C C,Imhoff T T.Aperiodic stochastic resonance in excitable systems. Physical Review . 1995
  • [4] Fauve S,Heslot F.Stochastic resonance in a bistable system. Physics Letters . 1983
  • [5] Hnggi P,Jung P,Zerbe C,Moss F.Can colored noise improve stochastic resonance?. Journal of Statistical Research . 1993
  • [6] Priplata Attila A,Patritti Benjamin L,Niemi James B,Hughes Richard,Gravelle Denise C,Lipsitz Lewis A,Veves Aristidis,Stein Joel,Bonato Paolo,Collins James J.Noise-enhanced balance control in patients with diabetes and patients with stroke. Annals of Neurology . 2005
  • [7] Stocks,N.G.Suprathreshold Stochastic Resonance in Multilevel Threshold Systems. Physical Review . 2000
  • [8] Manolakis D G,Ingle V K,Kogon S M.Statistical and Adaptive Signal Processing. . 2000
  • [9] Benzi R,Sutera A,Vulpiani A.The Mechanism of Stochastic Resonance. Journal of Physics A, Mathematical and General . 1981
  • [10] Benzi R,Parisi G,Sutera A,et al.Stochastic resonance in climatic change. Tellus . 1982