摘要
基于循环平稳基本理论,提出一种新的时变调幅信号处理方法.利用循环自相关函数切片对加性白噪声的自然免疫力,取信号特定循环频率处的循环自相关函数切片,可以提高信号的信噪比.当结合其他的解调方法对切片信号进行解调分析时,能够大大提高解调分析方法的抗噪能力.仿真和实验信号分析结果表明方法的有效性.
Demodulation analysis is an important technique in the fault diagnosis of rotating machine with rolling elements and gears. However, its efficiency is badly influenced by the background noise, so the usage of these methods is restricted widely in engineering practice. In this paper, a new demodulation method is proposed based on the cyclostationarity. The Cyclic Autocorrelation Function（CAF） is an important second-order cyclic statistics and acts as an efficient parameter to the demodulated analysis. According to this method, the modulation information can be obtained through demodulation analysis of the slice of CAF at special cyclic frequency. Results from the analysis of the simulated signals and experimental data demonstrate that the new method has higher antinoise ability than ordinary methods.
出处
《汕头大学学报（自然科学版）》
2007年第1期66-71,共6页
Journal of Shantou University：Natural Science Edition
基金
国家自然科学基金资助项目(No:50175068)
关键词
故障诊断
解调分析
循环平稳
循环自相关函数
fault diagnosis
demodulation
cyclostationarity
cyclic autocorrelation function
