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A Novel Adaptive Load Balancing Algorithm in Heterogeneous Wireless Networks

机译:异构无线网络中的一种新型自适应负载平衡算法

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摘要

Based on WLAN and UMTS coexistence scenario, a novel adaptive load balancing algorithm is proposed, in order to achieve efficient network resources utilization under unbalanced network conditions. Firstly, we propose a Markov model-based adaptive load control algorithm to adaptively allocate new arriving calls. Secondly, considering the difference of the network load, we adaptively calculate the amount of vertical handoff. Finally, considering extra signaling for vertical handoffs, a cost function-based terminal selection algorithm is proposed to perform vertical handoffs. Simulation results show that, the proposed adaptive load balancing algorithm can effectively improve fairness in network load, reduce network congestion and signaling overhead, and thereby improving system performance.
机译:基于WLAN和UMTS共存场景,提出了一种新的自适应负载均衡算法,以在不均衡的网络条件下实现有效的网络资源利用。首先,我们提出了一种基于马尔可夫模型的自适应负载控制算法,以自适应地分配新到达的呼叫。其次,考虑网络负载的差异,我们自适应地计算垂直切换量。最后,考虑用于垂直切换的额外信令,提出了一种基于成本函数的终端选择算法来进行垂直切换。仿真结果表明,提出的自适应负载均衡算法可以有效提高网络负载的公平性,减少网络拥塞和信令开销,从而提高系统性能。

著录项

  • 来源
    《Journal of information and computational science》 |2014年第7期|2213-2223|共11页
  • 作者单位

    Jiangsu Key Lab of Wireless Communications, Nanjing University of Posts and Telecommunications Nanjing 210003, China;

    Jiangsu Key Lab of Wireless Communications, Nanjing University of Posts and Telecommunications Nanjing 210003, China;

    Jiangsu Key Lab of Wireless Communications, Nanjing University of Posts and Telecommunications Nanjing 210003, China;

    Jiangsu Key Lab of Wireless Communications, Nanjing University of Posts and Telecommunications Nanjing 210003, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Heterogeneous Wireless Networks: Load Balancing; Vertical Handoff; Markov Model;

    机译:异构无线网络:负载平衡;垂直切换;马尔可夫模型;

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