Title :
Stochastic Resonance of a Linear System Induced by Random Parameter
Author :
Guo, Feng ; Zhou, Yu-rong ; Jiang, Shi-qi ; Gu, Tian-xiang
Author_Institution :
Sch. of Autom. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
The phenomenon of stochastic resonance in an over-damped linear system with random system parameter is investigated. An explicit expression of the mean output-amplitude-gain (OAG) is obtained by using linear-system theory. It is shown that the OAG of the noisy system can be larger than that of the noise free system, and the OAG is a non-monotonic function of the frequency of the drive signal as well as the strength and the correlation time of the colored noise. In addition, the effect of the system parameters on the OAG is discussed
Keywords :
RLC circuits; circuit noise; circuit resonance; linear network analysis; random noise; stochastic processes; linear-system theory; mean output-amplitude-gain expression; noise free system; noisy system; nonmonotonic function; over-damped linear system; random system parameter; stochastic resonance; Automation; Circuit noise; Colored noise; Couplings; Cybernetics; Frequency; Linear systems; Machine learning; Noise level; RLC circuits; Stochastic resonance; Strontium; TV; Linear system; Output-amplitude-gain; Randomparameter; Stochastic resonance;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258508
