Joint Active and Passive Beamforming for IRS-Assisted Monostatic Backscatter Systems: An Unsupervised Learning Approach

被引:0
|
作者
Idrees, Sahar [1 ,2 ]
Durrani, Salman [1 ]
Xu, Zhiwei [3 ]
Jia, Xiaolun [4 ]
Zhou, Xiangyun [1 ]
机构
[1] The Australian National University, School of Engineering (SOEN), Canberra,ACT,2601, Australia
[2] University of Engineering and Technology, Department of Electrical Engineering, Lahore,54890, Pakistan
[3] The Australian National University, School of Computing (SOCO), Canberra,ACT,2601, Australia
[4] Morse Micro, Surry Hills,NSW,2010, Australia
关键词
Compendex;
D O I
10.1109/TMLCN.2024.3355317
中图分类号
学科分类号
摘要
Signal to noise ratio
引用
收藏
页码:1389 / 1403
相关论文
共 50 条
  • [21] Secure Hybrid Beamforming for IRS-Assisted Millimeter Wave Systems
    Yang, Long
    Wang, Jiangtao
    Xue, Xuan
    Shi, Jia
    Wang, Yongchao
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22 (08) : 5111 - 5128
  • [22] Joint Transmit and Reflective Beamforming for IRS-Assisted Integrated Sensing and Communication
    Song, Xianxin
    Zhao, Ding
    Hua, Haocheng
    Han, Tony Xiao
    Yang, Xun
    Xu, Jie
    2022 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2022, : 189 - 194
  • [23] Energy Efficiency Maximization for IRS-Assisted Uplink Systems: Joint Resource Allocation and Beamforming Design
    Forouzanmehr, Maliheh
    Akhlaghi, Soroush
    Khalili, Ata
    Wu, Qingqing
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (12) : 3932 - 3936
  • [24] Joint Transmit Precoding and Reflect Beamforming Design for IRS-Assisted MIMO Cognitive Radio Systems
    Jiang, Weiheng
    Zhang, Yu
    Zhao, Jun
    Xiong, Zehui
    Ding, Zhiguo
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (06) : 3617 - 3631
  • [25] IRS-Assisted Ambient Backscatter Communications Utilizing Deep Reinforcement Learning
    Jia, Xiaolun
    Zhou, Xiangyun
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (11) : 2374 - 2378
  • [26] Passive Beamforming for IRS-Assisted MU-MIMO Systems With One-Bit ADCs: An SER Minimization Design Approach
    Zheng, Yiran
    Lin, Tian
    Zhu, Yu
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (05) : 1101 - 1105
  • [27] Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
    Lin, Jiaye
    Zout, Yuze
    Dong, Xiaoru
    Gong, Shimin
    Dinh Thai Hoang
    Niyato, Dusit
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [28] Energy-efficient Joint Beamforming Design for IRS-assisted MISO System
    Li, Gen
    Zeng, Ming
    Mishra, Deepak
    Hao, Li
    Ma, Zheng
    Dobre, Octavia A.
    2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
  • [29] IRS-Assisted Millimeter Wave Communications: Joint Power Allocation and Beamforming Design
    Xiu, Yue
    Zhao, Yang
    Liu, Yang
    Zhao, Jun
    Yagan, Osman
    Wei, Ning
    2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW), 2021,
  • [30] Joint Beamforming and Power Control for Throughput Maximization in IRS-Assisted MISO WPCNs
    Zheng, Yuan
    Bi, Suzhi
    Zhang, Ying-Jun Angela
    Lin, Xiaohui
    Wang, Hui
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (10) : 8399 - 8410