Convergence analysis of the sign algorithm without the independence and gaussian assumptions

DOI10.1109/78.863056zbMath0996.94008OpenAlexW2138922176MaRDI QIDQ2734388

Eweda Eweda

Publication date: 14 August 2001

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/78.863056

zbMATH Keywords

algorithmsadaptive filteringadaptive signal processingsign algorithmadaptive plant identification

Mathematics Subject Classification ID

Filtering in stochastic control theory (93E11) Learning and adaptive systems in artificial intelligence (68T05) Identification in stochastic control theory (93E12) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering

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