吉林大学学报(工学版) ›› 2013, Vol. 43 ›› Issue (03): 788-793.doi: 10.7964/jdxbgxb201303038

• 论文 • 上一篇    下一篇

基于网格的异构无线网络负载均衡算法

石文孝, 张阁, 王继红, 赵颖   

  1. 吉林大学 通信工程学院,长春 130012
  • 收稿日期:2012-04-09 出版日期:2013-05-01 发布日期:2013-05-01
  • 作者简介:石文孝(1960-),男,教授,博士生导师.研究方向:现代通信理论与无线通信网络.E-mail:swx@jlu.edu.cn
  • 基金资助:

    国家自然科学基金项目(60972028).

Grid based load balancing algorithm over heterogeneous wireless networks

SHI Wen-xiao, ZHANG Ge, WANG Ji-hong, ZHAO Ying   

  1. College of Communication Engineering, Jilin University, Changchun 130012, China
  • Received:2012-04-09 Online:2013-05-01 Published:2013-05-01

摘要: 针对目前软负载均衡算法中无线资源统计不具有普适性,未考虑用户业务需求与异构资源单元差异性匹配的问题,根据网格计算的思想,在异构无线网络中提出了基于网格的负载均衡算法.该算法首先将无线资源映射成不同的三维资源单元,每个三维资源单元相当于一个网格.然后将业务分成不同的子业务流(数据包),统一分给不同的网格,实现业务的分布式分流,在保证用户QoS的情况下,实现网络的负载均衡.仿真结果表明:基于网格的负载均衡算法能够较好地均衡异构网络间的负载,降低负载偏离度,提高系统吞吐率.

关键词: 通信技术, 异构无线网络, 网格, 负载均衡, 三维资源单元, IP流分流

Abstract: The current soft load balancing algorithms in heterogeneous wireless networks do not have a universal wireless resource statistics, have not consider the matching difference between customers' business needs and the resource units. According to grid computing idea, a load balancing algorithm based on grid over heterogeneous wireless networks was put forward. The algorithm firstly maps the radio resources into different three-dimensional resources, which are equivalent to three-dimensional grids. The flow is divided into different subflows (i.e.data packets), and then distributed to different grids. In the condition of guaranteed QoS, networks load balancing can be achieved. Simulation results show that grid-based load balancing algorithm can achieve good load balancing among heterogeneous networks, reduce the load deviation, and improve system throughput.

Key words: communication technology, heterogeneous wireless networks, grid, load balancing, three-dimensional resource units, IP flow diversion

中图分类号: 

  • TN929.53
[1] Haddad M, Elayoubi S E, Altman E, et al. A hybrid approach for radio resource management in heterogeneous cognitive networks[J]. IEEE Journal on Selected Areas in Communications,2011,29(4):831-842.

[2] Kumar K A, Sekar C C. Data management and heterogeneous data integration in Grid computing environments//Proceedings of the International Conference on Communication and Computational Intelligence, 2010: 437-442.

[3] Pillekeit A, Derakhshan F, Jugl E, et al. Force-based load balancing in co-located UMTS/GSM networks//IEEE 63rd Vehicular Technology Conference, Melbourne, Australia, 2004: 4402-4406.

[4] 孙卓,刘铁军,张倩倩,等. 异构无线分组网络中的接入选择机制[J].系统仿真学报,2008,20(10):2762-2769. Sun Zhuo, Liu Tie-jun, Zhang Qian-qian, et al. Radio access selection algorithm in heterogeneous wireless packet networks[J]. Journal of Symstem Simulation, 2008, 20(10): 2762-2769.

[5] Son H, Lee S, Kim S, et al. Soft load balancing over heterogeneous wireless networks[J]. IEEE Transactions on Vehicular Technology, 2008, 57(4): 2632-2638.

[6] 石文孝,李斌,刘妍,等. IP流分流的异构无线网络负载均衡[J].应用科学学报,2010,28(6):567-572. Shi Wen-xiao, Li Bin, Liu Yan, et al. Load balancing by dividing IP flow over heterogeneous wireless networks[J]. Journal of Applied Sciences, 2010,28(6):567-572.

[7] Shi Wen-xiao, Li Bin, Li Na, et al. A network architecture for load balancing of heterogeneous wireless networks[J]. Journal of Networks, 2011,6(4): 623-630.

[8] Sun Zhuo, Zhou Yu-fen, Peng Mu-gen, et al. Dynamic resource allocation with guaranteed diverse QoS for WiMAX system//International Conference on Communications, Circuits and Systems, Guilin, China, 2006:1347-1351.

[9] 张志飞,王黎伟,裘正定. 时延约束下的等效带宽估计[J]. 通信学报,2000,21(12):73-77. Zhang Zhi-fei, Wang Li-wei, Qiu Zheng-ding. Equivalent bandwidth estimation with delay constrain[J]. Journal on Communications,2000,21(12):73-77.

[10] 李巧玲,闵联营. 一种基于负载平衡的网格调度算法[J]. 现代计算机:专业版,2010(10):14-17. Li Qiao-ling, Min Lian-ying. A grid scheduling algorithm based on load balancing[J]. Modern Computer(Professional edition), 2010(10): 14-17.

[11] 程远,张源,高西奇. 差错信道下无线局域网丢包率性能分析[J]. 通信学报,2007,28(5):126-131. Cheng Yuan, Zhang Yuan, Gao Xi-qi. Performance analysis of packet dropping probability under error-prone channel in WLAN[J]. Journal on Communications,2007,28(5):126-131.

[12] 李斌. 基于IP流分流的异构无线网络负载均衡方法研究. 长春:吉林大学通信工程学院,2011. Li Bin. Study on the load balancing by dividing ip flow over heterogeneous wireless networks. Changchun: College of Communication Engineering, Jilin University, 2011.
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