Centralized Scheduling with Sum-Rate optimization in Flexible Half-Duplex Networks
Shalanika Dayarathna, Mohammadkhani Razlighi, Rajitha Senanayake, Nikola Zlatanov, Jamie Evans
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference (WCNC) | IEEE | Published : 2020
In this paper, we focus on maximization of the instantaneous sum-rate in flexible half-duplex networks, where nodes have the flexibility to choose to either transmit, receive or be silent in a given time slot. Since the corresponding optimization problem is NP-hard, we design low-cost algorithms that give sub-optimal solutions with good performance. We first consider two existing approximation techniques to simplify the sum-rate optimization problem: arithmetic-geometric means inequality and another utilising the tight lower bound approximation. We then propose a novel pattern search algorithm that performs close to exhaustive search but with significantly lower complexity. Comparing the per..View full abstract
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Awarded by Australian Research Council
This work was supported by the Australian Research Council Discovery Project under Grant DP180101205 and Discovery Early Career Researcher Award under Grant DE180100501.