Deep Reinforcement Learning-Based Optimization for IRS-Assisted Cognitive Radio Systems

Author:

Zhong Canwei1,Cui Miao1ORCID,Zhang Guangchi1ORCID,Wu Qingqing2ORCID,Guan Xinrong3ORCID,Chu Xiaoli4ORCID,Poor H. Vincent5ORCID

Affiliation:

1. School of Information Engineering, Guangdong University of Technology, Guangzhou, China

2. State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China

3. College of Communications Engineering, Army Engineering University of PLA, Nanjing, China

4. Department of Electronic and Electrical Engineering, The University of Sheffield, Sheffield, U.K

5. Department of Electrical Engineering, Princeton University, Princeton, NJ, USA

Funder

Science and Technology Plan Project of Guangdong Province

Special Support Plan for High-Level Talents of Guangdong Province

Open Research Project Programme of the State Key Laboratory of Internet of Things for Smart City

Open Research Fund of ISN Laboratory

FDCT

GDST

National Natural Science Foundation of China

Natural Science Foundation on Frontier Leading Technology Basic Research Project of Jiangsu

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference36 articles.

1. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014

2. Layer normalization;lei ba;arXiv 1607 06450,2016

3. Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation

4. Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications

Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3