A Distributed Mode Selection Scheme for Device-to-Device Communications

Xu, Yanli

doi:10.1007/s11277-015-3141-4

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An Algorithmic Study to Maximize 5G Network Throughput Based on the Markov Decision Process

Xiao¹

2021

J. Phys.: Conf. Ser.

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In this article, the network throughput optimization problem is investigated based on the theory of Markov decision process, combining the device-to-device direct selection problem with the finite stage discount MDP model problem. First, models for the device-to-device communication selection using MDP are built; second, the optimal mode selection strategy is derived using a finite stage backward iterative algorithm; and finally, the given mode selection strategy is evaluated by conducting a large number of simulation experiments. The results show that the MDP-based mode selection method proposed in this article has better performance in maximizing throughput and can yield better mode selection strategies with the advantage of obtaining larger system throughput.

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