无线调度中的局部性

M. Halldórsson
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引用次数: 1

摘要

局部性是计算中的基本问题之一,在分布式环境中具有特殊的意义。当涉及到无线通信时,它不仅是一个可以通过与邻居协商来计算的问题,而且是一个发生在远处的事情是否会对你的工作产生不利影响的问题。随着人们对干扰衰落模型(如SINR模型)的日益关注,通信中的局域性缺失问题日益突出。当模型考虑并累积任意距离的传输时,每个人似乎都受到其他人的影响。这种显然不可避免的非局部性效应经常被认为是有效分析SINR算法的障碍,特别是分布式SINR算法(参见,例如[5,1,3])。我们的主要结果是,实际上可以在SINR模型中实现一种有用的局部性形式。具体地说,我们定义局部性意味着任何合理稀疏的(比如说,可行的)实例在与实例“良好分离”的任何链路上的综合干扰必须很低。事实证明,这种局部性直接取决于所使用的功率分配:如果功率增长严格快于预期传输距离的平方(但不超过所谓的路径损耗因子),则局部性成立,否则就失败了。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Locality in wireless scheduling
Locality is one of the fundamental issues in computing, with particular resonance in distributed settings. When it comes to wireless communication, it is not only an issue of what can be computed by consulting with your neighbors, but whether what happens far away can adversely affect whether you can actually do your work. With increasing attention to fading models of interference, such as the SINR model, lack of locality in communication has risen to the fore. When models take into account and accumulate arbitrarily far away transmissions, everyone seems to be affected by everyone else. This apparently unavoidable non-locality effect has been frequently cited as an impediment to effective analysis of SINR algorithms, especially distributed (see, e.g., [5, 1, 3]). Our main result is that a useful form of locality can actually be achieved in the SINR model. Specifically, we define locality to mean that the combined interference of any reasonably sparse (say, feasible) instance on any link that is “well-separated” from the instance must be low. It turns out that this locality property depends directly on the power assignment used: locality holds if power increases strictly faster than the square of the intended transmission distance (but not beyond the socalled path-loss factor), and fails otherwise.
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