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A Scheduling Algorithm for MIMO DoF Allocation in Multi-Hop Networks

机译:多跳网络中MIMO DoF分配的调度算法

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Recently, a new MIMO degree-of-freedom (DoF) model was proposed to allocate DoF resources for spatial multiplexing (SM) and interference cancellation (IC) in a multi-hop network. Although this DoF model promises many benefits, it hinges upon a node ordering to keep track of IC responsibilities among all the nodes. An open question about this model is whether its global ordering property can be achieved among the nodes in the network through distributed operations. In this paper, we explore this question by studying DoF scheduling in a multi-hop MIMO network, with the objective of maximizing the minimum throughput among a set of sessions. We propose an efficient DoF scheduling algorithm to solve it and show that our algorithm only requires local operations. We prove that the resulting DoF scheduling solution is globally feasible and show that there exists a corresponding feasible global node ordering for IC, albeit such global ordering is implicit. Simulation results show that the solution values obtained by our algorithm are relatively close to the upper bound values computed by CPLEX solver, thereby indicating that our algorithm is highly competitive.
机译:最近,提出了一种新的MIMO自由度(DoF)模型,用于为多跳网络中的空间复用(SM)和干扰消除(IC)分配DoF资源。尽管此DoF模型带来了很多好处,但它取决于节点的顺序,以跟踪所有节点之间的IC职责。关于此模型的一个开放问题是,是否可以通过分布式操作在网络中的节点之间实现其全局排序属性。在本文中,我们通过研究多跳MIMO网络中的DoF调度来探索这个问题,目的是最大化一组会话中的最小吞吐量。我们提出了一种有效的DoF调度算法来解决该问题,并表明我们的算法仅需要本地操作。我们证明了所得的DoF调度解决方案在全局上是可行的,并表明存在对IC的相应可行全局节点排序,尽管这种全局排序是隐式的。仿真结果表明,我们的算法获得的解值相对接近于CPLEX求解器计算出的上限值,从而表明我们的算法具有很高的竞争力。

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