Sign-sign LMS convergence with independent stochastic inputs

DOI10.1109/18.50391zbMath0713.62096OpenAlexW2168060709MaRDI QIDQ3198759

A. Maylar Baksho, C. Richard jun. Johnson, Soura Dasgupta

Publication date: 1990

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/18.50391

zbMATH Keywords

signal processingGaussian distributionsidentification algorithmstochastic regressorsuniform distributionsglobal convergence of parameter estimatessign-sign adaptive least mean-squares identifier filtersignum functions

Mathematics Subject Classification ID

Markov processes: estimation; hidden Markov models (62M05) Identification in stochastic control theory (93E12) Inference from stochastic processes (62M99) Probabilistic methods, stochastic differential equations (65C99)

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