Adaptive filtering with averaging
作者： G. Yin
DOI: 10.1007/978-1-4419-8568-2_18
关键词: Multidelay block frequency domain adaptive filter 、 Capacitor-input filter 、 Algorithm 、 Adaptive filter 、 Asymptotically optimal algorithm 、 Sequence 、 Rate of convergence 、 Root-raised-cosine filter 、 Computer science 、 Kernel adaptive filter
摘要: Adaptive filtering algorithms are considered in this work. The main effort is devoted to improve the performance of such algorithms. Two classes given. first one uses averaging approximation sequence obtained via slowly varying gains, and second utilizes averages both observed signals. Asymptotic properties-convergence rate convergence developed. Analysis presented. It shown that approach gives rise asymptotically optimal results efficient procedures.
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