Detection of Amplitude-varied Weak Signal by Genetic Adaptive Stochastic Resonance Algorithm

摘要：

For the important role that adaptive stochastic resonance plays in weak signal detection, an adaptive stochastic resonance algorithm with genetic algorithm is proposed. Furthermore, the algorithm is optimized by using niche technique and ‘cross generational elitist selection technique. The paper gives the realization steps of the algorithm and its simulation. The results of experiments indicate that the frequency of carrier in the weak amplitude modulated signal can be recognized through the algorithm. The problem that the time-varied amplitude signal cannot be detected by traditional algorithm is resolved so as to extend the application scope of adaptive stochastic resonance in engineering realization.

关键词： Stochastic Resonance genetic algorithm amplitude modulated signal adaptive

作者: Xu Yi Wang Rui Wang Fei

作者单位: Electronic Engineering Institute,Hefei 230037,China Shenyang Artillery Academy,Shenyang 110162,China

会议类型: 国际会议

会议名称: 第八届国际电子测量与仪器学术会议(Proceedings of 2007 8th International Conference on Electronic Measurement & Instruments)

会议地点: 西安

会议语种:英文

在线出版日期: 2007-08-16（万方平台首次上网日期，不代表论文的发表时间）