Asynchronous broadcast-based decentralized learning in sensor networks

Authors :: Xiaojing Ye
Liang Zhao
Wen-Zhan Song
Yujie Gu
Source :: International Journal of Parallel, Emergent and Distributed Systems. 33:589-607
Publication Year :: 2017
Publisher :: Informa UK Limited, 2017.
Abstract: In this paper, we study the problem of decentralized learning in sensor networks in which local learners estimate and reach consensus to the quantity of interest inferred globally while communicati...

Subjects :: Computer Science::Machine Learning
0209 industrial biotechnology
Computer Networks and Communications
Computer science
business.industry
Distributed computing
Big data
020206 networking & telecommunications
02 engineering and technology
Computer Science::Multiagent Systems
020901 industrial engineering & automation
Asynchronous algorithms
Computer Science::Systems and Control
Asynchronous communication
0202 electrical engineering, electronic engineering, information engineering
business
Wireless sensor network
Software
Computer network

ISSN :: 17445779 and 17445760
Volume :: 33
Database :: OpenAIRE
Journal :: International Journal of Parallel, Emergent and Distributed Systems
Accession number :: edsair.doi...........3e7f066ca9dff1a56c90c9004c0fc38a
Full Text :: https://doi.org/10.1080/17445760.2017.1294690