Practical implications of continuity properties of resource allocation strategies in wireless systems

S. Naik, H. Boche
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Abstract

We utilize axiomatic bargaining theory to depict certain implications of continuity properties of resource allocation strategies in wireless systems. Feasible utility sets are characterized as sub-level sets of interference functions. The collective choice function is used to represent resource allocation strategies. We use an axiomatic framework to emulate certain desirable properties of resource allocation strategies. We focus on the axiom of feasible set continuity, to emulate robustness of the resource allocation strategy to channel estimation and prediction errors. The connection between the axiom of feasible set continuity, lower semi-continuity and upper semi-continuity is elucidated. We investigate continuity properties, which allow a resource allocation strategy to be a strict monotone path collective choice function (MPCCF). We provide a result, which displays the practical importance of the axiom of feasible set continuity to develop bounds on the uncertainty region, resulting from channel estimation and prediction errors. We provide examples to show that the strict MPCCF is a useful tool to characterize solution outcomes of resource allocation strategies, e.g. egalitarian solution and dictatorial solution.
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无线系统中资源分配策略连续性的实际意义
利用公理化议价理论描述了无线系统中资源分配策略的连续性特性。可行效用集被描述为干扰函数的子水平集。用集体选择函数表示资源分配策略。我们使用一个公理框架来模拟资源分配策略的某些理想属性。重点讨论了可行集连续性公理,模拟了资源分配策略对信道估计和预测误差的鲁棒性。说明了可行集连续性公理、下半连续性公理和上半连续性公理之间的联系。我们研究了连续性特性,它允许资源分配策略是一个严格的单调路径集体选择函数(MPCCF)。我们给出了一个结果,显示了可行集连续性公理对于建立由信道估计和预测误差引起的不确定性区域的界的实际重要性。我们提供的例子表明,严格的MPCCF是表征资源分配策略的解决结果的有用工具,例如平均主义解决方案和独裁解决方案。
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