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Minimum Feedback for Collision-Free Scheduling in Massive Random Access

机译:大规模随机访问中无冲突调度的最小反馈

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This paper considers a massive random access scenario where a small random set of k active users out of a larger number of n total potential users seek to transmit data to a base station. Specifically, we examine an approach in which the base station first determines the set of active users based on an uplink pilot phase, then broadcasts a common feedback message to all the active users for the scheduling of their subsequent data transmissions. Our main question is: What is the minimum amount of common feedback needed to schedule k users in k slots while completely avoiding collisions? Instead of a naive scheme of using k log(n) feedback bits, this paper presents upper and lower bounds to show that the minimum number of required common feedback bits scales linearly in k, plus an additive term that scales only as Θ(log log(n)). The achievability proof is based on a random coding argument. We further connect the problem of constructing a minimal length feedback code to that of finding a minimal set of complete k-partite subgraphs that form an edge covering of a k-uniform complete hypergraph with n vertices. Moreover, the problem is also equivalent to that of finding a minimal perfect hashing family, thus allowing leveraging the explicit perfect hashing code constructions for achieving collision-free massive random access.
机译:本文考虑了一种大规模的随机访问方案,其中在n个潜在用户总数中,有k个活跃用户的一小部分随机集试图将数据传输到基站。具体来说,我们研究一种方法,其中基站首先根据上行链路导频阶段确定一组活动用户,然后向所有活动用户广播公共反馈消息,以安排他们的后续数据传输。我们的主要问题是:在完全避免冲突的情况下,在k个插槽中安排k个用户所需的最小公共反馈量是多少?代替使用k log(n)个反馈位的朴素方案,本文提出了上限和下限,以表明所需的最小公共反馈位的最小数目以k为线性标度,加上一个仅以Θ(log log标度)的加法项。 (n))。可实现性证明基于随机编码参数。我们进一步将构造最小长度的反馈代码的问题与找到最小的完整k部分子图的问题联系起来,这些子图形成具有n个顶点的k均匀完整超图的边缘覆盖。此外,该问题还等同于找到最小的完美哈希族,从而允许利用显式的完美哈希码构造来实现无冲突的大规模随机访问。

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