DocumentCode :
190963
Title :
A novel Ant Colony Algorithm using available path information for PLC networking
Author :
Yu Zeng ; Xiaofang Zhou ; Linshan Zhang
Author_Institution :
State Key Lab. of ASIC & Syst., Fudan Univ., Shanghai, China
fYear :
2014
fDate :
5-8 Aug. 2014
Firstpage :
499
Lastpage :
502
Abstract :
Power Line Carrier communication is a fast-developing technology and finds many applications, such as automatic meter-reading system. However, as the one-hop communication distance is limited due to the channel attenuation and strong line noises, relay technology is necessary for PLC networking. Among all the relay methods, Ant Colony Algorithm is a promising one but still with some shortcomings, such as the long searching time and the inclination to find a local optimal solution. This article provided a simple but effective algorithm to make use of the available path information to speed up the searching process, and reach the global optimal path. Experiment results show the presented algorithm can improve convergence time by 13.5%.
Keywords :
ant colony optimisation; automatic meter reading; carrier transmission on power lines; PLC networking; ant colony algorithm; automatic meter-reading system; channel attenuation; one-hop communication distance; power line carrier communication; Clustering algorithms; Convergence; Genetic algorithms; Heuristic algorithms; Relays; Routing; Topology; Ant Colony Algorithm; Genetic Algorithm; PLC routing; relay technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-5272-4
Type :
conf
DOI :
10.1109/ICSPCC.2014.6986244
Filename :
6986244
Link To Document :
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