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A Game-Theoretic Analysis of Bandwidth Allocation undera User-Grouping Constraint

机译:a Game-Theoretic analysis of Bandwidth allocation undera User-Grouping Constraint

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摘要

A new bandwidth allocationmodel is studied in this paper. In thismodel, a system, such as a communication network, is composedof a finite number of users, and they compete for limited bandwidth resources. Each user adopts the decision that maximizes hisor her own benefit characterized by the utility function. The decision space of each user is subject to constraints. In addition,some users form a group, and their joint decision space is also subject to constraints. Under the assumption that each user’s utilityfunction satisfies some continuity and concavity conditions, the existence, uniqueness, and fairness, in some appropriate sense, ofthe Nash equilibrium point in the allocation game are proved. An algorithm yielding a sequence converging to the equilibriumpoint is proposed. Finally, a numerical example with detailed analysis is provided to illustrate the effectiveness of our work.
机译:本文研究了一种新的带宽分配模型。在此模型中,诸如通信网络之类的系统由有限数量的用户组成,它们争夺有限的带宽资源。每个用户都会做出以效用函数为特征的最大化自己利益的决策。每个用户的决策空间受到约束。另外,一些用户组成一个小组,他们的联合决策空间也受到约束。在每个用户的效用函数满足某些连续性和凹性条件的假设下,在适当的意义上证明了纳什均衡点在分配博弈中的存在,唯一性和公平性。提出了产生收敛到平衡点的序列的算法。最后,提供了一个带有详细分析的数值示例,以说明我们工作的有效性。

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