@inproceedings{05f72d7486dd4812a73d5faf19cef20f,
title = "Research on User-Centric Wireless Resource Allocation of IS TN Based on Reinforcement Learning",
abstract = "Wireless resource allocation is one of the difficulties of 6G integrated satellite-terrestrial network (ISTN), which will become one of the important feature of 6G wireless networks. Different from the traditional two-stage resource allocation method of selecting the access network type and allocating resources, this paper proposes a single-stage user-centric wireless resource allocation method for ISTN, which comprehensively gathers the user service demand and the available wireless resources per area, and executes the system-optimal integrated scheduling and allocation based on reinforcement learning. We define the important network functions and basic procedure of ISTN.",
keywords = "6G, DQN, Integrated Satellite-Terrestrial Network, Mathematic Model, User-Centric, Wireless Resource Allocation",
author = "Wanfei Sun and Hui Xu and Hucheng Wang and Shiyuan Chang and Shaohui Sun and Deshan Miao",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE Globecom Workshops, GLOBECOM Workshop 2023 ; Conference date: 04-12-2023 Through 08-12-2023",
year = "2023",
doi = "10.1109/GCWkshps58843.2023.10464779",
language = "English",
series = "2023 IEEE Globecom Workshops, GC Wkshps 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "141--146",
booktitle = "2023 IEEE Globecom Workshops, GC Wkshps 2023",
address = "United States",
}