Throughput Enhancement of High-Bandwidth Wireless Network Using Deep Double Q-Network Algorithm

In high-bandwidth network environments, multiple users and devices frequently share similar high-frequency bands, but signal propagation limitations lead to unstable network links. These can affect the throughput of high-bandwidth wireless networks, reducing the continuity and efficiency of data tra...

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Bibliographic Details
Published in:	Mobile networks and applications Vol. 30; no. 1-2; pp. 177 - 190
Main Authors:	Wang, Chengman, Aljohani, Abeer, Khan, Fazlullah
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2025 Springer Nature B.V
Subjects:	Algorithms Bandwidths Communications Engineering Computer Communication Networks Data transmission Deep learning Electrical Engineering Engineering Frequencies Internet of Things IT in Business Machine learning Mathematical models Networks Neural networks Performance enhancement Propagation Scheduling User needs Wireless communications Wireless networks Double Deep Q-Network algorithm High bandwidth Throughput performance enhancement Wireless network Mathematical modelling Joint optimisation
ISSN:	1383-469X, 1572-8153
Online Access:	Get full text
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