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Properties and Operational Characterization of Proportionally Fair Resource Allocation

机译:按比例公平资源分配的特性和运行特征

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This paper addresses the problem of resource allocation in an interference-coupled wireless network. The Nash bargaining theory is an established framework for analyzing resource allocation problems. But in a wireless context, interference between users can result in a complicated structure of the quality-of-service region, depending on many aspects, like power allocation, signal processing etc. For this model, there also exists an established framework of network utility optimization, motivated by fairness and efficiency issues. In this paper, we show that for a certain class of log-convex interference functions, the symmetric Nash bargaining game is equivalent to proportional fairness, as introduced by Kelly et.al. This provides a link between the axiomatic framework of interference functions and the bargaining theory (which is also based on axioms). In particular, it turns out that under certain conditions, proportional fair resource allocation can be interpreted as a symmetric Nash bargaining game, with equal user priorities. So besides the classical motivation for proportional fairness (as an alternative to max-min fairness), an additional motivation in terms of bargaining is obtained. This is a step towards a general better understanding of fairness issues in wireless networks.
机译:本文解决了干扰耦合的无线网络中资源分配问题。纳什议价理论是分析资源分配问题的既定框架。但在无线上下文中,用户之间的干扰可以导致服务质量区域的复杂结构,具体取决于许多方面,如这种模型的电力分配,信号处理等,还存在建立的网络实用程序框架优化,通过公平和效率问题的激励。在本文中,我们表明,对于某一类别的日志凸干扰功能,对称纳什议价游戏相当于比例公平,如凯利et.al所引入。这提供了干扰功能的公理框架与讨价还价理论(也基于公理)之间的链接。特别是,事实证明,在某些条件下,比例公平资源分配可以被解释为对称纳什议价游戏,具有相同的用户优先级。因此,除了对比例公平的经典动机(作为Max-min公平的替代方案),获得了讨价还价方面的额外动机。这是迈向普遍了解无线网络中的公平问题的一步。

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