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
fDate :
5/1/2010 12:00:00 AM
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;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2041870