DocumentCode
1398902
Title
Optimal Relay Function in the Low-Power Regime for Distributed Estimation Over a MAC
Author
Guerriero, Marco ; Marano, Stefano ; Matta, Vincenzo ; Willett, Peter
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Volume
58
Issue
5
fYear
2010
fDate
5/1/2010 12:00:00 AM
Firstpage
2907
Lastpage
2911
Abstract
A random parameter is estimated by a distributed network of sensors that communicate over a common multiple-access channel (MAC). A MAC implies an additive fusion rule, and the goal here is to design a power-constrained forwarding strategy and fusion center post-processing. To get an explicit solution we appeal to asymptotics, meaning that we design the locally optimal scheme for the limiting case that the received power goes to zero.
Keywords
distributed algorithms; multi-access systems; wireless sensor networks; MAC; additive fusion rule; distributed estimation; distributed sensor network; fusion center post-processing; low-power regime; multiple-access channel; optimal relay function; power-constrained forwarding strategy; random parameter estimation; Distributed estimation; MAC; relay;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2010.2041870
Filename
5401104
Link To Document