Modification of the least-mean-square equation error algorithm for IIR system identification and adaptive filtering

An algorithm is proposed for infinite impulse response (IIR) system identification and signal adaptive filtering which is derived from the least-mean-square equation error algorithm, but it manages to remedy its bias without a loss of stability. The so-called bias-remedy least-mean-square equation error algorithm has a simple form, and it shows satisfactory behavior in the series of computer simulations. The algorithm's stability is discussed.<
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