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Keyword

distributed hypothesis testing

Description: Statistical inference in which multiple agents or sensors make observations and communicate limited information to determine among competing hypotheses.
OpenAlex ID: keywords/distributed-hypothesis-testing
Distributed Detection and Data Fusion
1997 · Pramod K. Varshney · Springer eBooks · 1,792
Belief Consensus and Distributed Hypothesis Testing in Sensor Networks
2006 · Reza Olfati-Saber, Elisa Franco, et al. · Springer eBooks · 178
Distributed coordination in network information theory
2001 · Brett E. Schein · DSpace@MIT (Massachusetts Institute of Technology) · 171
Social Learning and Distributed Hypothesis Testing
2014 · Anusha Lalitha, Anand Sarwate, et al. · IEEE International Symposium on Information Theory (ISIT) · 165
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Distributed estimation algorithms for nonlinear systems
1985 · D. Castanon, D. Teneketzis · IEEE Transactions on Automatic Control · 120
Type-Based Decentralized Detection in Wireless Sensor Networks
2007 · Ke Liu, Akbar M. Sayeed · IEEE Transactions on Signal Processing · 118
On the Optimality of Binning for Distributed Hypothesis Testing
2012 · Md. Saifur Rahman, Aaron B. Wagner · IEEE Transactions on Information Theory · 99
Distributed Bayesian hypothesis testing in sensor networks
2004 · M. Alanyali, S. Venkatesh, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 98
Wireless sensor networks : signal processing and communications perspectives
2007 · Ananthram Swami · 93
Multiterminal detection with zero-rate data compression
1992 · H.M.H. Shalaby, A. Papamarcou · IEEE Transactions on Information Theory · 80
1 Nonasymptotic Convergence Rates for Cooperative Learning Over Time-Varying Directed Graphs
2016 · Alex Olshevsky, César A. Uribe · 75
Nonasymptotic convergence rates for cooperative learning over time-varying directed graphs
2015 · Angelia Nedic, Alex Olshevsky, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 63
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A distributed M-ary hypothesis testing problem with correlated observations
1992 · Z.-B. Tang, K.R. Pattipati, et al. · IEEE Transactions on Automatic Control · 53
FACID: A trust-based collaborative decision framework for intrusion detection networks
2016 · Carol J. Fung, Quanyan Zhu · Ad Hoc Networks · 50
A New Approach to Distributed Hypothesis Testing and Non-Bayesian Learning: Improved Learning Rate and Byzantine Resilience
2020 · Aritra Mitra, John A. Richards, et al. · IEEE Transactions on Automatic Control · 46
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Distributed Hypothesis Testing over Discrete Memoryless Channels
2020 · Gunduz, D. · IRIS UNIMORE (University of Modena and Reggio Emilia) · 46
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference
2023 · Mert Kayaalp, Yunus İnan, et al. · IEEE Transactions on Automatic Control · 40
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Interactive hypothesis testing with communication constraints
2012 · Yu Xiang, Young-Han Kim · Allerton Conference on Communication, Control, and Computing · 37
Testing against independence with multiple decision centers
2016 · Michele Wigger, Roy Timo · International Conference on Signal Processing and Communications (SPCOM) · 33
Distributed testing against independence with multiple terminals
2014 · Wenwen Zhao, Lifeng Lai · Allerton Conference on Communication, Control, and Computing · 33
An overview of decision networks and organizations
1998 · A. Pete, K.R. Pattipati, et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 33
Information Centrality and Ordering of Nodes for Accuracy in Noisy Decision-Making Networks
2015 · Ioannis Poulakakis, George F. Young, et al. · IEEE Transactions on Automatic Control · 32
Distributed Estimation and Control in Networked Systems
2006 · Gupta, Vijay · CaltechTHESIS (California Institute of Technology) · 32
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On secure distributed hypothesis testing
2015 · Maggie Mhanna, Pablo Piantanida · IEEE International Symposium on Information Theory (ISIT) · 31
Quantization of Prior Probabilities for Collaborative Distributed Hypothesis Testing
2012 · Joong Bum Rhim, Lav R. Varshney, et al. · IEEE Transactions on Signal Processing · 31
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Works count: 270
Citation count: 4,679
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