Distributed resource optimisation using the Q-learning algorithm, in device-to-device communication: A reinforcement learning paradigm

In the context of wireless systems going forward, particularly in the Beyond 5G (B5G) era, where high data rates and low latency are critical, D2D communication is a pivotal technology that has many advantages. In D2D communication, the allocation of resources plays a critical role in achieving high...

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書誌詳細

出版年:	Results in Engineering
主要な著者:	Steffi Jayakumar, S. Nandakumar
フォーマット:	論文
言語:	英語
出版事項:	Elsevier 2024-09-01
主題:	B5G D2D communication Resource allocation Interference management Machine learning-RL Q-learning
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2590123024007175