End-to-end intelligent MCS selection algorithm

In this paper, an end-to-end intelligent modulation and coding scheme (MCS) algorithm is proposed, where the reinforcement learning (RL) is exploited. The proposed algorithm takes channel information and measurements as the input, and intelligently selects the proper MCS value to obtain the maximum...

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Bibliographic Details

Published in:	Proceedings of the ... International Conference on Computer Supported Cooperative Work in Design (Online) pp. 1876 - 1880
Main Authors:	Xue, Xiaosong, Pan, Wei, Yan, Fang, Li, Na
Format:	Conference Proceeding
Language:	English
Published:	IEEE 08.05.2024
Subjects:	Deep Q-network End-to-end Forestry Interference MCS selection Modulation Reinforcement learning Simulation Technological innovation Throughput
ISSN:	2768-1904
Online Access:	Get full text
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