Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces

Author:

Alexandropoulos George C.1ORCID,Stylianopoulos Kyriakos1ORCID,Huang Chongwen2ORCID,Yuen Chau3ORCID,Bennis Mehdi4ORCID,Debbah Merouane5

Affiliation:

1. Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Athens, Greece

2. College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China

3. Engineering Product Development (EPD) Pillar, Singapore University of Technology and Design, Tampines, Singapore

4. Centre for Wireless Communications, University of Oulu, Oulu, Finland

5. Technology Innovation Institute, Abu Dhabi, United Arab Emirates

Funder

EU H2020 RISE-6G Project

China National Key Research and Development Program

National Natural Science Foundation of China

Zhejiang Provincial Natural Science Foundation of China

National Natural Science Fund for Excellent Young Scientists Fund Program

Ng Teng Fong Charitable Foundation in the form of ZJU-SUTD IDEA Grant

Zhejiang University Education Foundation Qizhen Scholar Foundation

Fundamental Research Funds for the Central Universities

Singapore Ministry of Education Tier 2

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference183 articles.

1. Multi-IRS-assisted multi-cell uplink MIMO communications under imperfect CSI: A deep reinforcement learning approach;kim;arXiv 2011 01141,2020

2. Optimizing Age of Information Through Aerial Reconfigurable Intelligent Surfaces: A Deep Reinforcement Learning Approach

3. Reconfigurable intelligent surface enabled vehicular communication: Joint user scheduling and passive beamforming;al-hilo;arXiv 2101 12247,2021

4. Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV

Cited by 56 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

1. RIS Phase Optimization via Generative Flow Networks;IEEE Wireless Communications Letters;2024-07

2. Application of Smart Surfaces in 6G Networks and Research Advances;2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB);2024-06-19

3. Machine‐Learning‐Enabled Multi‐Frequency Synthesis of Space‐Time‐Coding Digital Metasurfaces;Advanced Functional Materials;2024-06-12

4. DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces;ICC 2024 - IEEE International Conference on Communications;2024-06-09

5. Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach;2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit);2024-06-03

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