无线数据接入网频谱池的联合博弈模型

S. Sarkar, Chanan Singh, Anurag Kumar
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引用次数: 19

摘要

我们考虑这样一种情况,即若干运营商在某一地理区域提供下行无线数据接入服务。每个运营商部署几个基站或接入点,并注册一些用户。在这种情况下,如果运营商共享他们的基础设施,并允许任何合作运营商为用户提供服务的可能性,那么总体上可以有更好的用户满意度,并增加运营商的收入。我们运用联合博弈论来研究这种资源池和运营商之间的合作。我们使用效用函数来模拟用户满意度,并表明所得到的联盟博弈具有这样的属性:如果所有运营商合作(即形成一个大联盟),那么存在一个作业点,该作业点在提供运营商收入的同时使运营商的总效用最大化,从而使运营商的子集没有动机脱离联盟。我们研究这些操作点是否会导致不同运营商的用户之间的效用不公平。我们还研究了其他收益共享概念,即核仁和shape值。这些调查揭示了运营商根据其提出的服务水平协议接受或拒绝用户的标准。我们还研究了只有特定子集的操作者可能愿意合作的情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A coalitional game model for spectrum pooling in wireless data access networks
We consider a setting in which several operators offer downlink wireless data access services in a certain geographical region. Each operator deploys several base stations or access points, and registers some subscribers. In such a situation, if operators pool their infrastructure, and permit the possibility of subscribers being served by any of the cooperating operators, then there can be overall better user satisfaction, and increased operator revenue. We use coalitional game theory to investigate such resource pooling and cooperation between operators.We use utility functions to model user satisfaction, and show that the resulting coalitional game has the property that if all operators cooperate (i.e., form a grand coalition) then there is an operating point that maximizes the sum utility over the operators while providing the operators revenues such that no subset of operators has an incentive to break away from the coalition. We investigate whether such operating points can result in utility unfairness between users of the various operators. We also study other revenue sharing concepts, namely, the nucleolus and the Shapely value. Such investigations throw light on criteria for operators to accept or reject subscribers, based on the service level agreements proposed by them. We also investigate the situation in which only certain subsets of operators may be willing to cooperate.
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