DocumentCode :
684252
Title :
The optimization of aperiodic message transmission on MVB based on Particle Swarm Optimization
Author :
Jiakai Chen ; Yan He ; Wei Wei
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
fYear :
2013
fDate :
19-21 Oct. 2013
Firstpage :
7
Lastpage :
11
Abstract :
There are two different types of messages transmitted on Multiple Vehicle Bus (MVB): periodic messages and aperiodic messages, and the aperiodic messages are sporadically transmitted based on event polling. It´s very meaningful to improve the response time of aperiodic messages for train operation safety. The paper considers the optimization of aperiodic message transmission mainly from two aspects: reasonably assigning the device addresses and allocating multiple priority levels instead of two. An optimization model is proposed and a Particle Swarm Optimization (PSO) algorithm is applied to get the solution. The result shows that compared with method recommended in IEC-61375, the proposed method could reduce the collisions considerably.
Keywords :
particle swarm optimisation; railway communication; IEC 61375; MVB; PSO; aperiodic message transmission; event polling; multiple vehicle bus; optimization model; particle swarm optimization; train operation safety; Optimization; Sociology; Statistics; Terminology; Event Arbitration; Multiple Vehicle Bus; Particle Swarm Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2013 Sixth International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-6341-9
Type :
conf
DOI :
10.1109/ICACI.2013.6748465
Filename :
6748465
Link To Document :
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