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Adaptive IIR filtering based on balanced-realization

机译:基于平衡实现的自适应IIR过滤

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摘要

Due to low parameter sensitivity for balanced realizations, balanced structure becomes a good candidate for an statespace adaptive infinite impluse response(MR) filter.Here,using coefficients of the transfer function as the adaptive filtering parameters, a balanced adaptive IIR filtering algorithm is proposed for output-error minimization.The algorithm in the internally balanced realization guarantees that the adaptive IIR filter always minimizes the ratio of maximum-to-minimum eigenvalue of the Grammian matrices at the each iteration.Simulation results are provided to corroborate the proposed algorithm.

著录项

  • 来源
    《系统工程与电子技术(英文版)》 |2013年第1期|19-25|共7页
  • 作者单位

    Department of Automatic Control Northwestern Polytechnical University Xi'an 710072 China;

    Department of Automatic Control Northwestern Polytechnical University Xi'an 710072 China;

    Department of Automatic Control Northwestern Polytechnical University Xi'an 710072 China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 chi
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  • 入库时间 2022-08-19 04:47:29
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