Research on tasks schedule and data transmission of video sensor networks based on intelligent agents and intelligent algorithms

As a novel application technology,wireless video sensor networks become the current research focus,especially on target tracking and surveillance scenario.Based on multiple agents' technique,this article introduces a series of intelligent algorithms such as simulated annealing algorithm(SA),genetic...

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Veröffentlicht in:Journal of China universities of posts and telecommunications 2009-12, Vol.16 (6), p.84-91
Hauptverfasser: HUANG, Hai-ping, WANG, Ru-chuan, SUN, Li-juan, WANG, Hai-yuan, XIAO, Fu
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Sprache:eng
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Zusammenfassung:As a novel application technology,wireless video sensor networks become the current research focus,especially on target tracking and surveillance scenario.Based on multiple agents' technique,this article introduces a series of intelligent algorithms such as simulated annealing algorithm(SA),genetic algorithm(GA),and ant colony optimization algorithm(ACO) or their mixed algorithms,to resolve the optimization of tasks schedule and data transmission.This article analyzes the performance of abovementioned algorithms and verifies their feasibility associated with agents.The simulations demonstrates that the mixed algorithms based on SA and GA obtain the optimal solution to tasks schedule,and those combined with SA-ACO show advantages on multimedia sensor networks routing optimization.
ISSN:1005-8885
DOI:10.1016/S1005-8885(08)60298-8