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

Ji-Nan Lin ,R Unbehauen

doi:10.1109/iscas.1990.112680

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

Ji-Nan Lin , R Unbehauen

https://doi.org/10.1109/iscas.1990.112680

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Publication Date: May 1, 1990

Citations: 1

Affiliation: University of Erlangen-Nuremberg

#Equation Error Algorithm #Infinite Impulse Response System Identification + Show 8 more

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Abstract

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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