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