EXACT ASYMPTOTICS OF DISTRIBUTED DETECTION OVER ADAPTIVE NETWORKS

被引：0

作者：

Matta, Vincenzo ^{[1
]}

Braca, Paolo ^{[2
]}

Marano, Stefano ^{[1
]}

Sayed, Ali H. ^{[3
]}

机构：

[1] Univ Salerno, Dept Informat & Elect Engn & Appl Math, Fisciano, SA, Italy

[2] NATO STO Ctr Maritime Res & Experimentat, Res Dept, La Spezia, Italy

[3] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90024 USA

来源：

2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) | 2015年

关键词：

Distributed detection; adaptive network; diffusion strategy; large deviations; exact asymptotics; MULTIPLE SENSORS; DEVIATIONS; PERFORMANCE; STRATEGIES;

D O I：

暂无

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

In [1], an important step toward the characterization of distributed detection over adaptive networks has been made by establishing the fundamental scaling law of the error probabilities. However, empirical evidence reported in [1] revealed that a refined asymptotic analysis is necessary in order to capture the exact impact of network connectivity on the detection performance of each individual agent. Here we address this open issue by exploiting the framework of exact asymptotics.

引用

页码：3377 / 3381

页数：5

共 50 条

[1] Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity
Matta, Vincenzo
Braca, Paolo
Marano, Stefano
Sayed, Ali H.
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2016, 2 (04): : 442 - 460
[2] ROBUST DISTRIBUTED DETECTION OVER ADAPTIVE DIFFUSION NETWORKS
Al-Sayed, Sara
Zoubir, Abdelhak M.
Sayed, Ali H.
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
[3] Distributed Detection Over Adaptive Networks Using Diffusion Adaptation
Cattivelli, Federico S.
Sayed, Ali H.
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (05) : 1917 - 1932
[4] DISTRIBUTED DETECTION OVER ADAPTIVE NETWORKS BASED ON DIFFUSION ESTIMATION SCHEMES
Cattivelli, Federico S.
Sayed, Ali H.
SPAWC: 2009 IEEE 10TH WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2009, : 61 - 65
[5] On the Performance of Exact Diffusion over Adaptive Networks
Yuan, K.
Alghunaim, S. A.
Ying, B.
Sayed, A. H.
2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 4898 - 4903
[6] Adaptive processing over distributed networks
Sayed, Ali H.
Lopes, G.
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2007, E90A (08) : 1504 - 1510
[7] Bridges and networks: Exact asymptotics
Foley, RD
McDonald, DR
ANNALS OF APPLIED PROBABILITY, 2005, 15 (1B): : 542 - 586
[8] Distributed processing over adaptive networks
Sayed, Ali H.
Lopes, Cassio G.
2007 9TH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1-3, 2007, : 1469 - 1471
[9] On Distributed Exact Sparse Linear Regression over Networks
Tu Anh-Nguyen
Uribe, Cesar A.
2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 6491 - 6496
[10] Incremental adaptive strategies over distributed networks
Lopes, Cassio G.
Sayed, Ali H.
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (08) : 4064 - 4077

← 1 2 3 4 5 →