Keyword

distributed estimation

Description: A signal-processing and control method in which networked agents collaboratively estimate unknown states or parameters using locally available measurements and information.

Primary topic: Distributed Control Multi-Agent Systems (25%)

OpenAlex ID: keywords/distributed-estimation

Graph Theoretic Methods in Multiagent Networks

2010 · Mehran Mesbahi, Magnus Egerstedt · Princeton University Press eBooks · 2,900

An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination

2012 · Yongcan Cao, Wenwu Yu, et al. · IEEE Transactions on Industrial Informatics · 2,398

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Diffusion LMS Strategies for Distributed Estimation

2009 · F.S. Cattivelli, A.H. Sayed · IEEE Transactions on Signal Processing · 1,175

Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis

2008 · Cassio G. Lopes, Ali H. Sayed · IEEE Transactions on Signal Processing · 1,109

Distributed Kalman Filter with Embedded Consensus Filters

2006 · R. Olfati-Saber · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 1,044

Distributed optimization in sensor networks

2004 · Michael Rabbat, Robert Nowak · International Symposium on Information Processing in Sensor Networks (IPSN) · 899

Gossip Algorithms for Distributed Signal Processing

2010 · Alexandros G. Dimakis, Soummya Kar, et al. · Proceedings of the IEEE · 742

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Incremental Adaptive Strategies Over Distributed Networks

2007 · C.G. Lopes, A.H. Sayed · IEEE Transactions on Signal Processing · 732

Gossip Algorithms for Distributed Signal Processing

2018 · Dimakis, Alexandros G, Kar, Soummya, et al. · 692

Distributed Compressive CSIT Estimation and Feedback for FDD Multi-User Massive MIMO Systems

2014 · Xiongbin Rao, Vincent K. N. Lau · IEEE Transactions on Signal Processing · 686

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Consensus in Ad Hoc WSNs With Noisy Links—Part I: Distributed Estimation of Deterministic Signals

2007 · Ioannis D. Schizas, Alejandro Ribeiro, et al. · IEEE Transactions on Signal Processing · 685

Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks

2012 · Jianshu Chen, Ali H. Sayed · IEEE Transactions on Signal Processing · 680

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Adaptation, Learning, and Optimization over Networks

2014 · Ali H. Sayed · Foundations and Trends® in Machine Learning · 673

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On the Convergence of Decentralized Gradient Descent

2016 · Kun Yuan, Qing Ling, et al. · SIAM Journal on Optimization · 634

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Diffusion recursive least-squares for distributed estimation over adaptive networks

2008 · F.S. Cattivelli, C.G. Lopes, et al. · IEEE Transactions on Signal Processing · 623

Bandwidth-constrained distributed estimation for wireless sensor Networks-part I: Gaussian case

2006 · A. Ribeiro, G.B. Giannakis · IEEE Transactions on Signal Processing · 557

Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization

2018 · Angelia Nedic, Alex Olshevsky, et al. · Proceedings of the IEEE · 534

Distributed Robust Power System State Estimation

2012 · Vassilis Kekatos, Georgios B. Giannakis · IEEE Transactions on Power Systems · 521

Stability and Convergence Properties of Dynamic Average Consensus Estimators

2006 · Randy A. Freeman, Peng Yang, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 512

Diffusion Adaptation Over Networks

2014 · Ali H. Sayed · Academic press library in signal processing · 471

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On a stochastic sensor selection algorithm with applications in sensor scheduling and sensor coverage

2005 · Vijay Gupta, Timothy H. Chung, et al. · Automatica · 471

Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks

2012 · Sheng-Yuan Tu, Ali H. Sayed · IEEE Transactions on Signal Processing · 467

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Decentralized structures for parallel Kalman filtering

1988 · H.R. Hashemipour, S. Roy, et al. · IEEE Transactions on Automatic Control · 465

Distributed Consensus Filtering in Sensor Networks

2009 · Wenwu Yu, Guanrong Chen, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 447

Cooperative Communications in Resource-Constrained Wireless Networks

2007 · Yao-Win Hong, Wan-Jen Huang, et al. · IEEE Signal Processing Magazine · 429

Works count: 5,106

Citation count: 86,330