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Performance Limits for Distributed Estimation Over LMS Adaptive Networks

Performance Limits for Distributed Estimation Over LMS Adaptive Networks

IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2012
17 June 2012
Xiaochuan Zhao
Ali H. Sayed
ArXiv (abs)PDFHTML

Papers citing "Performance Limits for Distributed Estimation Over LMS Adaptive Networks"

24 / 24 papers shown
A Distributed Diffusion Kalman Filter In Multitask Networks
A Distributed Diffusion Kalman Filter In Multitask NetworksInternational journal of advanced networking and applications (IJANA), 2022
I. A. Chikwendu
Kulevome Delanyo Kwame Bensah
C. Ukwuoma
C. Ejiyi
232
0
0
07 Jul 2022
Fully Distributed Actor-Critic Architecture for Multitask Deep
  Reinforcement Learning
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning
John Harwell
Angel Sylvester
Aleksi Tukiainen
Enrique Munoz de Cote
268
4
0
23 Oct 2021
Gramian-Based Adaptive Combination Policies for Diffusion Learning over
  Networks
Gramian-Based Adaptive Combination Policies for Diffusion Learning over NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yigit Efe Erginbas
Stefan Vlaski
Ali H. Sayed
311
1
0
25 Oct 2020
Detection under One-Bit Messaging over Adaptive Networks
Detection under One-Bit Messaging over Adaptive Networks
S. Maranò
Ali H. Sayed
434
10
0
18 Mar 2018
An Event-based Diffusion LMS Strategy
An Event-based Diffusion LMS StrategyInternational Conference on Security and Management (SAM), 2018
Longji Xu
Wee Peng Tay
Wuhua Hu
251
3
0
28 Feb 2018
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep
  Reinforcement Learning
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning
Sergio Valcarcel Macua
Aleksi Tukiainen
D. Hernández
David Baldazo
Enrique Munoz de Cote
S. Zazo
396
31
0
28 Oct 2017
Distributed Estimation for Adaptive Networks Based on Serial-Inspired
  Diffusion
Distributed Estimation for Adaptive Networks Based on Serial-Inspired Diffusion
Cornelius T. Healy
R. D. Lamare
DiffM
153
0
0
28 Nov 2016
Asynchronous adaptive networks
Asynchronous adaptive networks
Ali H. Sayed
Xiaochuan Zhao
309
13
0
30 Nov 2015
Performance Analysis of Incremental LMS over Flat Fading Channels
Performance Analysis of Incremental LMS over Flat Fading Channels
A. Khalili
A. Rastegarnia
96
21
0
09 Sep 2015
Diffusion-KLMS Algorithm and its Performance Analysis for Non-Linear
  Distributed Networks
Diffusion-KLMS Algorithm and its Performance Analysis for Non-Linear Distributed Networks
R. Mitra
V. Bhatia
82
5
0
04 Sep 2015
Adaptive Diffusion Schemes for Heterogeneous Networks
Adaptive Diffusion Schemes for Heterogeneous NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2015
Jesus Fernandez-Bes
J. Arenas-García
Magno T. M. Silva
L. A. Azpicueta-Ruiz
306
32
0
08 Apr 2015
Information-Sharing over Adaptive Networks with Self-interested Agents
Information-Sharing over Adaptive Networks with Self-interested AgentsIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2014
Chung-Kai Yu
M. Schaar
Ali H. Sayed
260
18
0
03 Dec 2014
Proceedings of the second "international Traveling Workshop on
  Interactions between Sparse models and Technology" (iTWIST'14)
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)
Laurent Jacques
C. De Vleeschouwer
Y. Boursier
Prasad Sudhakar
C. D. Mol
...
Jean-Luc Starck
I. Loris
Samuel Vaiter
Mohammad Golbabaee
D. Vukobratović
961
0
0
02 Oct 2014
Distributed Clustering and Learning Over Networks
Distributed Clustering and Learning Over NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2014
Xiaochuan Zhao
Ali H. Sayed
FedML
274
96
0
22 Sep 2014
Stability and Performance Limits of Adaptive Primal-Dual Networks
Stability and Performance Limits of Adaptive Primal-Dual NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2014
Zaid J. Towfic
Ali H. Sayed
538
53
0
16 Aug 2014
Distributed Policy Evaluation Under Multiple Behavior Strategies
Distributed Policy Evaluation Under Multiple Behavior StrategiesIEEE Transactions on Automatic Control (TAC), 2013
Sergio Valcarcel Macua
Jianshu Chen
S. Zazo
Ali H. Sayed
343
109
0
30 Dec 2013
On the Learning Behavior of Adaptive Networks - Part I: Transient
  Analysis
On the Learning Behavior of Adaptive Networks - Part I: Transient AnalysisIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013
Jianshu Chen
Ali H. Sayed
644
137
0
29 Dec 2013
On the Learning Behavior of Adaptive Networks - Part II: Performance
  Analysis
On the Learning Behavior of Adaptive Networks - Part II: Performance AnalysisIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013
Jianshu Chen
Ali H. Sayed
406
84
0
29 Dec 2013
Adaptive Penalty-Based Distributed Stochastic Convex Optimization
Adaptive Penalty-Based Distributed Stochastic Convex OptimizationIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2013
Zaid J. Towfic
Ali H. Sayed
228
92
0
16 Dec 2013
Distributed dictionary learning over a sensor network
Distributed dictionary learning over a sensor network
P. Chainais
C. Richard
DiffM
203
11
0
12 Apr 2013
Excess-Risk of Distributed Stochastic Learners
Excess-Risk of Distributed Stochastic LearnersIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013
Zaid J. Towfic
Jianshu Chen
Ali H. Sayed
542
26
0
05 Feb 2013
On Distributed Online Classification in the Midst of Concept Drifts
On Distributed Online Classification in the Midst of Concept Drifts
Zaid J. Towfic
Jianshu Chen
Ali H. Sayed
185
27
0
01 Jan 2013
Distributed Adaptive Networks: A Graphical Evolutionary Game-Theoretic
  View
Distributed Adaptive Networks: A Graphical Evolutionary Game-Theoretic View
Chunxiao Jiang
Yan Chen
K. Liu
148
64
0
06 Dec 2012
Distributed Pareto Optimization via Diffusion Strategies
Distributed Pareto Optimization via Diffusion StrategiesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2012
Jianshu Chen
Ali H. Sayed
339
184
0
13 Aug 2012
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