期刊名称：International Journal of Electronics Communication and Computer Engineering
印刷版ISSN：2249-071X
电子版ISSN：2278-4209
出版年度：2012
卷号：3
期号：5
页码：1075-1078
出版社：IJECCE
摘要：This paper studies the statistical behavior of an Affine combination of the outputs of two variable step size normalized least mean-square (LMS) adaptive filters that simultaneously adapt using the same white Gaussian inputs. The purpose to combine two filters is to obtain a new LMS adaptive filter with fast convergence and small steady-state mean-square deviation (MSD). The combination factor λ (n) is optimized which minimizes the mean-square error (MSE) and gives good steady state and transient response. By using this affine combination, we can cancel the noise signal with high convergence speed
