Heterogeneous access network(s) selection in multi-interface radio devices

Deepak K. Tosh, S. Sengupta
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引用次数: 13

Abstract

The advent of multi-interface smart radio devices brings the flexibility of simultaneous access to multiple heterogeneous access networks (ANs) for making a significant improvement in the network utilization by balancing the network load and avoiding congestion. However, each heterogeneous access technology poses its own constraints in terms of data rate, coverage, availability, latency, packet loss rate, usage price etc. Thus, a novel selection mechanism must be devised to exploit the “best” available access network(s) to best serve the wireless users. Assuming users can ask for a required amount of bandwidth from the ANs, we model the heterogeneous access network selection mechanism from a game theoretic perspective by formulating a user preference based utility expression using three major parameters: expected data rate, latency, and usage cost. Then we analyze the utility model to find the users' optimal bandwidth demands from the selected ANs that maximize their net payoff. Theoretical analysis of the utility expression proves the existence of optimal bandwidth demand in the single and multiple network selection, and we derive the open/closed form expression for optimal bandwidth too. The results from the simulations conducted corroborate the theoretical optimal bandwidth and number of packets assigned for the selected network(s) with the corresponding experimental values.
多接口无线电设备中的异构接入网选择
多接口智能无线电设备的出现带来了同时接入多个异构接入网的灵活性,通过平衡网络负载和避免拥塞,极大地提高了网络利用率。然而,每种异构接入技术在数据速率、覆盖范围、可用性、延迟、丢包率、使用价格等方面都有自己的限制。因此,必须设计一种新的选择机制来利用“最佳”可用接入网来最佳地为无线用户服务。假设用户可以从网络请求所需的带宽,我们通过使用三个主要参数:预期数据速率、延迟和使用成本,制定基于用户偏好的效用表达式,从博弈论的角度对异构接入网选择机制进行建模。然后对本实用新型进行分析,从所选择的网络中找出用户的最优带宽需求,使其净收益最大化。通过对效用表达式的理论分析,证明了在单网和多网选择中存在最优带宽需求,并推导出最优带宽的开/闭形式表达式。仿真结果证实了所选网络的理论最优带宽和分组数与相应的实验值相吻合。
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