Performance analysis of the consensus-based distributed LMS algorithm

DOI10.1155/2009/981030zbMath1192.94055OpenAlexW2124432683WikidataQ59249673 ScholiaQ59249673MaRDI QIDQ983838

Georgios B. Giannakis, Gonzalo Mateos, Ioannis D. Schizas

Publication date: 26 July 2010

Published in: EURASIP Journal on Advances in Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2009/981030

Mathematics Subject Classification ID

Communication networks in operations research (90B18) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Software, source code, etc. for problems pertaining to information and communication theory (94-04)

Related Items (2)

Robust multitask diffusion affine projection M-estimate algorithm: design and performance analysis ⋮ A noise-constrained algorithm for estimation over distributed networks

Cites Work

• Incremental Adaptive Strategies Over Distributed Networks
• Consensus in Ad Hoc WSNs With Noisy Links—Part I: Distributed Estimation of Deterministic Signals
• Consensus in Ad Hoc WSNs With Noisy Links—Part II: Distributed Estimation and Smoothing of Random Signals
• Diffusion recursive least-squares for distributed estimation over adaptive networks
• Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis
• Distributed LMS for Consensus-Based In-Network Adaptive Processing
• Distributed Consensus Algorithms in Sensor Networks With Imperfect Communication: Link Failures and Channel Noise
• Consensus and Cooperation in Networked Multi-Agent Systems

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