A stable output error adaptive IIR filter

Dai Xian-hua, H. Zhen-ya
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Abstract

The authors analyze the adaptive infinite-impulse-response (IIR) filter algorithm, i.e., the output error algorithm. Based on the averaging SPR condition (B.D.O. Anderson et al., 1986 and E. Bai et al., 1988), the authors present two stable output error adaptive IIR filter algorithms and their realizations. These algorithms can more readily satisfy stability conditions and are easier to realize. The adaptive IIR filter is stable with a high convergence rate. It has a greater tracking ability than the HARF (hyperstability adaptive recursive filter).<>
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一种稳定输出误差自适应IIR滤波器
分析了自适应无限脉冲响应(IIR)滤波算法,即输出误差算法。基于平均SPR条件(B.D.O. Anderson et al., 1986和E. Bai et al., 1988),作者提出了两种稳定输出误差自适应IIR滤波算法及其实现。这些算法更容易满足稳定性条件,也更容易实现。自适应IIR滤波器稳定,收敛速度快。它比超稳定自适应递归滤波器(HARF)具有更强的跟踪能力。
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