Title :
Distributed Auction for Self-Optimization in Wireless Cooperative Networks
Author :
Zhong, Lei ; Ji, Yusheng ; Sonehara, Noboru
Author_Institution :
Nat. Inst. of Inf. & Commun. Technol. (NICT), Tokyo, Japan
Abstract :
This paper addresses the relay assignment problem in a wireless cooperative network. We propose a distributed algorithm which does not require global information, hence is more practical in a real network environment. It is based on the distributed auction structure that can achieve the optimal network capacity as centralized ones but with much lower complexity and higher scalability. We give formal proofs for optimality and convergence of this algorithm, and then we analyze its time complexity and further improve it by reducing the iterations in cost of little capacity degradation. Extensive simulations also show huge computation reduction on proposed algorithms than centralized ones with comparable capacity performance.
Keywords :
communication complexity; convergence; cooperative communication; distributed algorithms; optimisation; radio networks; relay networks (telecommunication); capacity degradation; capacity performance; computation reduction; convergence; distributed algorithm; distributed auction; formal proofs; global information; optimal network capacity; optimality; real network environment; relay assignment problem; self-optimization; time complexity; wireless cooperative networks; Ad hoc networks; Convergence; Distributed algorithms; Heuristic algorithms; Relays; Wireless communication;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6399074