Adaptive recursive higher order polynomial filter.

作者: Mohamed Najim , Mounir Sayadi , Farhat Fnaiech

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摘要: In this paper we present an adaptive recursive nonlinear filter based on the higher order Volterra series infinite impulse response (IIR) structure. The proposed work is extension of Roy et al [9] in which they limit to second order. Adaptive algorithms exact and approximate gradient will be derived. Stability issues Extended Kalman Filter discussed. Simulations results highlight usefulness algorithms. Improvement convergence stability behavior evaluated.

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