Energy-Efficient Power Control for Multiple-Relay Cooperative Networks Using Q-Learning

In this paper, we investigate the power control problem in a cooperative network with multiple wireless transmitters, multiple amplify-and-forward relays, and one destination. The relay communication can be either full duplex or half-duplex, and all source nodes interfere with each other at every in...

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Bibliographic Details
Published in:	IEEE transactions on wireless communications Vol. 14; no. 3; pp. 1567 - 1580
Main Authors:	Shams, Farshad, Bacci, Giacomo, Luise, Marco
Format:	Journal Article
Language:	English
Published:	IEEE 01.03.2015
Subjects:	Active control Algorithms Computational efficiency Energy efficiency Energy management full-duplex communications Games Mathematical models mixed-strategy Nash equilibria Networks Peer-to-peer computing Power control reinforcement learning algorithms relay-assisted communications Relays Resource management Transmitters Wireless communication full-duplex communications reinforcement learning algorithms Energy efficiency power control mixed-strategy Nash equilibria relay-assisted communications
ISSN:	1536-1276
Online Access:	Get full text
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