DocumentCode :
3160544
Title :
Scheduling algorithm for distributed station based on particle swarm optimization
Author :
Wang, Yujia ; Xue, Yunfeng ; Yu, Chaogang
Author_Institution :
Dept. of Autom., Shanghai Univ. of Eng. Sci., Shanghai, China
fYear :
2011
fDate :
8-10 Aug. 2011
Firstpage :
4292
Lastpage :
4295
Abstract :
In this paper, an HSDPA packet scheduling algorithm based on particle swarm for distributed station is studied. This algorithm can be applied for non-real time service packet scheduling. A weighted object function is proposed for the non-real time service. The channel information and time delay information are combined by the weighted methods, and an intelligent packet scheduling algorithm is proposed where particle swarm algorithm is applied to solve this problem. The computer simulations confirm that this intelligent scheduling algorithm achieves a good compromise between the fairness of users and the throughput of the system for non-real-time service, and the performance is better than the proportional fair algorithm.
Keywords :
3G mobile communication; code division multiple access; delays; distributed processing; packet radio networks; particle swarm optimisation; scheduling; telecommunication computing; HSDPA packet scheduling algorithm; channel information; distributed station; intelligent packet scheduling algorithm; nonreal time service packet scheduling; particle swarm optimization; time delay information; weighted object function; Base stations; Multiaccess communication; Pareto optimization; Particle swarm optimization; Scheduling algorithm; Spread spectrum communication; Throughput; HSDPA; MAX C/I; packet scheduling; particle swarm; proportional fair; round-robin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
Type :
conf
DOI :
10.1109/AIMSEC.2011.6009901
Filename :
6009901
Link To Document :
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