Title :
Analysis of Max-Consensus Algorithms in Wireless Channels
Author :
Iutzeler, Franck ; Ciblat, Philippe ; Jakubowicz, Jérémie
Author_Institution :
Inst. Mines-Telecom/Telecom ParisTech, Paris, France
Abstract :
In this paper, we address the problem of estimating the maximal value over a sensor network using wireless links between them. We introduce two heuristic algorithms and analyze their theoretical performance. More precisely, i) we prove that their convergence time is finite with probability one, ii) we derive an upper-bound on their mean convergence time, and iii) we exhibit a bound on their convergence time dispersion.
Keywords :
radio links; wireless channels; wireless sensor networks; heuristic algorithms; max-consensus algorithms; maximal value estimation; mean convergence time; sensor network; wireless channels; wireless links; Algorithm design and analysis; Broadcasting; Clocks; Context; Convergence; Wireless communication; Wireless sensor networks; Consensus; distributed algorithms; gossip; wireless sensor networks;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2012.2211593