Match-Degree based bandwidth allocation scheme in heterogeneous networks

Hao Lian, Xiao Yan, Lina Weng, Jian Yang, Z. Feng, Qixun Zhang, Yingzhao Yan
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引用次数: 4

Abstract

This paper proposes an efficient bandwidth allocation scheme to fully utilize the multi-access ability of multimode terminals in heterogeneous networks. To model the fact that the suitability of different networks to different traffics varies, which is seldom considered in previous literature, the term “Match-Degree” is introduced and calculated using grey relational analysis. Afterwards, two methods, namely weighted bandwidth factor and cumulative utility function are proposed to integrate the influence of “Match-Degree” into the conventional utility-functions. Moreover, energy consumption and network price are also considered to make our model more comprehensive. The bandwidth allocation problem is formulated as maximizing the overall utility by adjusting the bandwidth allocated to each user. Based on optimization theory, an iterative algorithm is constructed to solve this problem. And numerical results validate the performance enhancement of our scheme compared with the existing ones.
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异构网络中基于匹配度的带宽分配方案
本文提出了一种有效的带宽分配方案,以充分利用异构网络中多模终端的多址能力。为了模拟不同网络对不同流量的适宜性存在差异这一以往文献中很少考虑的事实,引入了“匹配度”一词,并利用灰色关联分析进行了计算。然后,提出了加权带宽因子和累积效用函数两种方法,将“匹配度”的影响融入到常规效用函数中。此外,还考虑了能源消耗和网络价格,使我们的模型更加全面。带宽分配问题被表述为通过调整分配给每个用户的带宽来最大化总体效用。基于优化理论,构造了求解该问题的迭代算法。数值结果验证了该方案与现有方案相比性能的提高。
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