Distributed Low-Complexity Maximum-Throughput Scheduling for Wireless Backhaul Networks

A. Kabbani, T. Salonidis, E. Knightly
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引用次数: 32

Abstract

We introduce a low-complexity distributed slotted MAC protocol that can support all feasible arrival rates in a wireless backhaul network (WBN). For arbitrary wireless networks, such a maximum throughput protocol has been notoriously hard to realize because even if global topology information is available, the problem of computing the optimal link transmission set at each slot is NP-complete. For the logical tree structures induced by WBN traffic matrices, we first introduce a centralized algorithm that solves the optimal scheduling problem in a number of steps at most linear in the number of nodes in the network. This is achieved by discovering and exploiting a novel set of graph-theoretical properties of WBN contention graph. Guided by the centralized algorithm, we design a distributed protocol where, at the beginning of each slot, nodes coordinate and incrementally compute the optimal link transmission set. We then introduce an algorithm to compute the minimum number of steps to complete this computation, thus minimizing the per-slot overhead. Using both analysis and simulations, we show that in practice our protocol yields low overhead when implemented over existing wireless technologies and significantly outperforms existing suboptimal distributed slotted scheduling mechanisms.
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无线回程网络的分布式低复杂度最大吞吐量调度
我们提出了一种低复杂度的分布式开槽MAC协议,它可以支持无线回程网络(WBN)中所有可行的到达速率。对于任意的无线网络,这样的最大吞吐量协议很难实现,因为即使有全局拓扑信息,计算每个时隙的最优链路传输集的问题也是np完全的。对于由WBN业务量矩阵引起的逻辑树结构,我们首先引入了一种集中式算法,该算法在网络中节点数不超过线性的情况下,通过多个步骤来解决最优调度问题。这是通过发现和利用WBN争用图的一组新的图论性质来实现的。在集中式算法的指导下,我们设计了一种分布式协议,在每个时隙开始时,节点进行协调并增量计算最优链路传输集。然后,我们引入一种算法来计算完成此计算的最小步数,从而最小化每个插槽的开销。通过分析和模拟,我们证明了在实践中,我们的协议在现有无线技术上实现时产生的开销很低,并且显著优于现有的次优分布式槽调度机制。
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