首页 | 本学科首页   官方微博 | 高级检索  
     检索      


Stochastic resonance in multi-scale bistable array
Authors:Xiaofei Zhang  Niaoqing HuLei Hu  Zhe Cheng
Institution:Key Laboratory of Science and Technology on Integrated Logistics Support, School of Mechatronics Engineering & Automation, National University of Defense Technology, Changsha 410073, China
Abstract:This Letter explores a new mechanism of stochastic resonance (SR) that is induced by the multi-scale noise decomposed from the input signal, which is promising in signal detection and processing under heavy background noise. The input signal is firstly decomposed to multi-scale signals by orthogonal wavelet transform. Then, the approximate signal, which contains the driving signal, is processed by an uncoupled parallel bistable array with the detailed signal of each scale as the internal noise. At last, a SR mechanism combining the effects of colored noise and array SR is proposed. The simulation results show that a high quality output signal can be obtained by the new mechanism. The proposed model is more adaptive to input signal with high noise intensity than single bistable SR system, which can be seen from the signal-to-noise ratio curves and average noise intensity curves.
Keywords:Stochastic resonance  Multi-scale array  Ensemble average  Wavelet decomposition  Signal detection
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号