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On transient error surfaces of output error IIR adaptive filtering

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2 Author(s)
Mayyas, K. ; Dept. of Electr. Eng., Jordan Univ. of Sci. & Technol., Irbid, Jordan ; Aboulnasr, T.

Addresses the convergence of IIR output error adaptive algorithms. We argue that convergence to global or local optimum is simultaneously determined by the shape of the transient error surface and the convergence speed of the algorithm. This argument is confirmed by simulation examples comparing the convergence of LMS-based and LS-based algorithms

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Signal Processing, IEEE Transactions on  (Volume:46 ,  Issue: 3 )