Stochastic resonance in discrete time nonlinear AR(1) models

被引:42
|
作者
Zozor, S [1 ]
Amblard, PO [1 ]
机构
[1] Lab Images & Signaux, CNRS, UPRESA 5083, St Martin Dheres, France
关键词
D O I
10.1109/78.738244
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper deals with stochastic resonance. This nonlinear physical phenomenon generally occurs in bistable systems excited by random input noise plus a sinusoid, Through its internal dynamics, such a system forces cooperation between the input noise and the input sine: Provided the existence of fine tuning between the power noise and the dynamics, the system reacts periodically at the frequency of the sine. Of particular interest is the fact that the local output signal-to-noise ratio presents a maximum when plotted against the input noise power: the system resounds stochastically. Continuous-time systems have already been studied. In this paper, we study the ability of intrinsically discrete-time systems [general nonlinear AR(1) models] to produce stochastic resonance. It is then suggested that such discrete systems can be used in signal processing.
引用
收藏
页码:108 / 122
页数:15
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