Title :
A feedback system approach to adaptive filtering
fDate :
3/1/1984 12:00:00 AM
Abstract :
A survey of a design approach through an equivalent feedback representation (EFR) is presented for adaptive filters. Several results for stability analysis in a deterministic environment and for convergence analysis in a stochastic environment are discussed. These results can be straightforwardly applied to various adaptive filters configurations. Current trends in using EFR for designing adaptive filters are mentioned.
Keywords :
Adaptive filters; Feedback systems; Adaptive filters; Adaptive signal processing; Convergence; Current measurement; Feedback; Parameter estimation; Recursive estimation; Signal processing algorithms; Stability analysis; Stochastic processes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1984.1056884
