DISTRIBUTED PARAMETER ESTIMATION WITH SELECTIVE COOPERATION

被引：28

作者：

Werner, Stefan ^{[1
]}

Huang, Yih-Fang ^{[2
]}

de Campos, Marcello L. R. ^{[3
]}

Koivunen, Visa ^{[1
]}

机构：

[1] Aalto Univ, Dept Signal Proc & Acoust, FIN-02150 Espoo, Finland

[2] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN USA

[3] Univ Fed Rio de Janeiro, Elect Engn, Rio De Janeiro, Brazil

来源：

2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS | 2009年

基金：

芬兰科学院;

关键词：

Distributed estimation; adaptive signal processing; set-membership filtering; sensor networks;

D O I：

10.1109/ICASSP.2009.4960217

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

This paper proposes selective update and cooperation strategies for parameter estimation in distributed adaptive sensor networks. A set-membership filtering approach is employed that results in reduced complexity for updating parameter estimates at each network node, a significant reduction in information exchange between cooperating nodes, and an optimal strategy to obtain consensus estimates. The proposed strategies and the estimation algorithm offer a new way to explore cooperation in adaptive distributed sensor networks.

引用

页码：2849 / +

页数：2

共 50 条

[21] Decoupled parameter estimation for coherently distributed source
Han, Yinghua
Wang, Jinkuan
Zhao, Qiang
Advances in Intelligent Systems and Computing, 2014, 215 : 543 - 554
[22] ON STATE ESTIMATION OFR DISTRIBUTED PARAMETER SYSTEMS
MEDITCH, JS
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1970, 290 (01): : 49 - &
[23] Joint parameter estimation and decoding in a distributed receiver
Waqas, Ahsan
Nguyen, Khoa
Lechner, Gottfried
Chan, Terence
INTERNATIONAL JOURNAL OF SATELLITE COMMUNICATIONS AND NETWORKING, 2022, 1 (59-81) : 59 - 81
[24] Estimation of the parameter of identically distributed exponential quantities
L. V. Volokh
Cybernetics and Systems Analysis, 1999, 35 : 956 - 959
[25] Resilient Distributed Parameter Estimation With Heterogeneous Data
Chen, Yuan
Kar, Soummya
Moura, Jose M. E.
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2019, 67 (19) : 4918 - 4933
[26] A MULTIRESOLUTION METHOD FOR DISTRIBUTED PARAMETER-ESTIMATION
LIU, J
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1993, 14 (02): : 389 - 405
[27] Distributed parameter and state estimation in petroleum reservoirs
Oliver, Dean S.
Zhang, Yanfen
Phale, Hemant A.
Chen, Yan
COMPUTERS & FLUIDS, 2011, 46 (01) : 70 - 77
[28] Procedure for asymptotic state and parameter estimation of nonlinear distributed parameter bioreactors
Damak, T.
APPLIED MATHEMATICAL MODELLING, 2007, 31 (07) : 1293 - 1307
[29] Distributed and decentralized state estimation in gas networks as distributed parameter systems
Behrooz, Hesam Ahmadian
Boozarjomehry, R. Bozorgmehry
ISA TRANSACTIONS, 2015, 58 : 552 - 566
[30] Fast Parameter Synchronization for Distributed Learning with Selective Multicast
Luo, Shouxi
Fan, Pingzhi
Li, Ke
Xing, Huanlai
Luo, Long
Yu, Hongfang
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 4775 - 4780

← 1 2 3 4 5 →