Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks

DOI10.1109/TSP.2011.2163631zbMath1391.93204OpenAlexW2117930381MaRDI QIDQ4573288

Ali H. Sayed, Alexander Bertrand, Marc Moonen

Publication date: 18 July 2018

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

Full work available at URL: https://doi.org/10.1109/tsp.2011.2163631

Mathematics Subject Classification ID

Non-Markovian processes: estimation (62M09) Estimation and detection in stochastic control theory (93E10) Least squares and related methods for stochastic control systems (93E24) Stochastic learning and adaptive control (93E35) Applications of Brownian motions and diffusion theory (population genetics, absorption problems, etc.) (60J70)

Related Items (5)

Communication-reducing algorithm of distributed least mean square algorithm with neighbor-partial diffusion ⋮ Distributed least squares algorithm of continuous-time stochastic regression model based on sampled data ⋮ Distributed event-triggered adaptive partial diffusion strategy under dynamic network topology ⋮ Diffusion bias-compensation RLS estimation over noisy node-specific networks ⋮ A bias-compensated fractional order normalized least mean square algorithm with noisy inputs

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