Performance of Resource Allocation for D2D Communications in Q-Learning Based Heterogeneous Networks

Yu-Ling Li
Yu-Ling Li
Shao-Chieh Huang
Shao-Chieh Huang

international conference on consumer electronics, 2018.

Cited by: 0|Views7

Abstract:

This paper investigates energy efficiency issues of device-to-device (D2D) communications in heterogeneous networks. To minimize the total transmit power, an approach based on Q-learning together with adaptive $varepsilon$ -greedy is proposed to optimize the connection of user equipment (UE) with base station (BS) or Access point (AP). ...More

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