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An algorithm for efficient, unbiased, equation-error infinite impulse response adaptive filtering

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1 Author(s)
C. E. Davila ; Dept. of Electr. Eng., Southern Methodist Univ., Dallas, TX, USA

An algorithm for efficiently adjusting the coefficients of equation-error infinite impulse response (IIR) adaptive filters is described. Unlike the RLS algorithm, the proposed algorithm yields unbiased filter coefficients. Simulations involving the identification of unknown pole-zero systems demonstrate the algorithm's improved performance over the equation-error RLS algorithm

Published in:

IEEE Transactions on Signal Processing  (Volume:42 ,  Issue: 5 )