IEICE Electronics Express | |
A database-driven Ant Colony Algorithm for PLC networking | |
Gerald E. Sobelman1  Yu Zeng2  Xiaofang Zhou2  Linshan Zhang3  Nianrong Zhou3  | |
[1] Dept. of Electrical and Computer Engineering, University of Minnesota;State Key Lab. of ASIC and System, Fudan University;YunNan Electric Power Test & Research Insitute Group Co., Ltd | |
关键词: PLC networking; Ant Colony Algorithm; relay technology; Dijkstra’s algorithm; | |
DOI : 10.1587/elex.11.20140957 | |
学科分类:电子、光学、磁材料 | |
来源: Denshi Jouhou Tsuushin Gakkai | |
【 摘 要 】
References(10)Relay technology is necessary for Power Line Carrier communication because of the harsh characteristics of the power line channel, including time-variance, strong noise and high attenuation. The Ant Colony Algorithm is a promising approach for implementing relay technology. However, the execution time for the conventional Ant Colony Algorithm is very long. This paper provides a novel approach to speed up the search process using a database together with Dijkstra’s algorithm. The experimental results show that the new algorithm can decrease the convergence time significantly in most types of topologies. In addition, robustness and invulnerability properties of the algorithm are also improved.
【 授权许可】
Unknown
【 预 览 】
Files | Size | Format | View |
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RO201911300613554ZK.pdf | 462KB | download |