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Properties and operational characterization of proportionally fair resource allocation

机译:按比例分配公平资源的性质和运作特征

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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无线网络中的资源分配问题。纳什讨价还价理论是用于分析资源分配问题的已建立框架。但是在无线环境中,用户之间的干扰会导致服务质量区域的结构复杂,具体取决于许多方面,例如功率分配,信号处理等。对于此模型,还存在一个已建立的网络实用程序框架出于公平和效率问题的动机而进行的优化。在本文中,我们证明了对于一类对数-凸干涉函数,对称的纳什讨价还价博弈等于比例公平,正如凯利(Kelly)等人所介绍的那样。这在干扰功能的公理框架与讨价还价理论(也基于公理)之间建立了联系。特别是,事实证明,在某些条件下,比例公平资源分配可以解释为具有相同用户优先级的对称纳什讨价还价博弈。因此,除了经典的比例公平动机(作为最大-最小公平性的替代方法)外,还获得了讨价还价的其他动机。这是迈向对无线网络中的公平性问题有更好的总体了解的一步。

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