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

Authors :
Y. Thomas Hou
Scott F. Midkiff
Yi Shi
Huacheng Zeng
Rongbo Zhu
Wenjing Lou
Hanif D. Sherali
Source :
IEEE Transactions on Mobile Computing. 15:264-277
Publication Year :
2016
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2016.

Abstract

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 global 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.

Details

ISSN :
15361233
Volume :
15
Database :
OpenAIRE
Journal :
IEEE Transactions on Mobile Computing
Accession number :
edsair.doi...........4254330ba3f44025bf514f4308b77d3f
Full Text :
https://doi.org/10.1109/tmc.2015.2413788