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Adaptive IIR filtering using parallel-form realizations

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1 Author(s)
Shynk, J.J. ; Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA

Several parallel-form adaptive IIR (infinite impulse response) filters are presented, including a frequency-domain implementation based on the discrete Fourier transform and a recursive frequency-sampling structure. The performance of the frequency-domain adaptive IIR filter is investigated in a system identification application, which includes an analysis of its modeling capabilities and a discussion of the mean-square-error performance surface. Computer simulation results are presented to illustrate the robust convergence properties of the adaptive algorithm and to demonstrate the stability of the filter

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Acoustics, Speech and Signal Processing, IEEE Transactions on  (Volume:37 ,  Issue: 4 )