On the behavior of a combination of adaptive filters operating with the NLMS algorithm in a nonstationary environment
Signal Processing（2022）
Abstract
•A stochastic model describing the behavior of a combination scheme is proposed.•The proposed model focuses on a nonstationary environment.•Model expressions describing the transient and steady-state phases are derived.•Some characteristics of the combination schemes are discussed.•Simulation results confirmed the accuracy of the model.
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Key words
Adaptive filtering,Combination rules,NLMS algorithm,Nonstationary environment,Stochastic modeling
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