基于主分量分析的信号白化解相关处理

PCA-based Signal Whitening Decorrelation

介绍了主分量分析及其计算方法,论证了采用主分量分析方法对混合信号进行白化解相关处理的理论基础,对基于主分量分析方法的解相关处理进行了仿真。结果表明,对信号进行解相关处理可以大幅度降低信号之间的互相关程度。

The theories of principal component analysis （PCA） have been introduced. The PCA- based decorrelation algorithm has been reasoned and the simulation has been processed. The results show that the decorrelation can evidently reduce the correlation among the components that are included in mixture signals.