Resource Allocation Optimization by Quantum Computing for Shared Use of Standalone IRS

被引:7
|
作者
Ohyama, Takahiro [1 ]
Kawamoto, Yuichi [2 ]
Kato, Nei [2 ]
机构
[1] Panasonic Syst Networks R&D Lab Co Ltd, Sendai, Miyagi 9813206, Japan
[2] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808579, Japan
关键词
Intelligent Reflecting Surface (IRS); quantum annealing; quantum computing; resource allocation; shared use of IRS; standalone IRS; INTELLIGENT REFLECTING SURFACE; CHANNEL ESTIMATION; 6G; COMMUNICATION; DESIGN;
D O I
10.1109/TETC.2023.3292355
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Intelligent reflecting surfaces (IRSs) have attracted attention as a technology that can considerably improve the energy utilization efficiency of sixth-generation (6G) mobile communication systems. IRSs enable control of propagation characteristics by adjusting the phase shift of each reflective element. However, designing the phase shift requires the acquisition of channel information for each reflective element, which is impractical from an overhead perspective. In addition, for multiple wireless network operators to share an IRS for communication, new infrastructure facilities and operational costs are required at each operator's end to control the IRS in a coordinated manner. Herein, we propose a wireless communication system using standalone IRSs to solve these problems. The standalone IRSs cover a wide area by periodically switching phase shifts, and each operator allocates radio resources according to their phase-shift switching. Furthermore, we derive a quadratic unconstrained binary optimization equation for the proposed system to optimize radio resource allocation using quantum computing. The results of computer simulations indicate that the proposed system and method can be used to achieve efficient communication in 6G mobile communication systems.
引用
收藏
页码:950 / 961
页数:12
相关论文
共 50 条
  • [21] IRS Empowered UAV Wireless Communication With Resource Allocation, Reflecting Design and Trajectory Optimization
    Zhang, Xiaoqi
    Zhang, Haijun
    Du, Wenbo
    Long, Keping
    Nallanathan, Arumugam
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (10) : 7867 - 7880
  • [22] Ant Colony Optimization Computing Resource Allocation Algorithm Based on Cloud Computing Environment
    Xin, Guo
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY, 2016, 37 : 1039 - 1042
  • [23] Shared data allocation in a mobile computing system: Exploring local and global optimization
    Peng, WC
    Chen, MS
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2005, 16 (04) : 374 - 384
  • [24] Efficiency and optimization of government service resource allocation in a cloud computing environment
    Guo, Ya-guang
    Yin, Qian
    Wang, Yixiong
    Xu, Jun
    Zhu, Leqi
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2023, 12 (01):
  • [25] Joint Optimization of Offloading and Resource Allocation Scheme for Mobile Edge Computing
    Dab, Boutheina
    Aitsaadi, Nadjib
    Langar, Rami
    2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [26] Joint Optimization With DNN Partitioning and Resource Allocation in Mobile Edge Computing
    Dong, Chongwu
    Hu, Sheng
    Chen, Xi
    Wen, Wushao
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (04): : 3973 - 3986
  • [27] Proximal optimization for resource allocation in distributed computing systems with data locality
    Goldsztajn, Diego
    Paganini, Fetnando
    Ferragut, Andres
    2019 57TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2019, : 773 - 780
  • [28] Cost and Deadline Optimization Along with Resource Allocation in Cloud Computing Environment
    Joy, Jimy
    KrishnaKumar, L.
    PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS (ICACCS), 2013,
  • [29] Joint Optimization of Path Planning and Resource Allocation in Mobile Edge Computing
    Liu, Yu
    Li, Yong
    Niu, Yong
    Jin, Depeng
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2020, 19 (09) : 2129 - 2144
  • [30] Joint Optimization on Computation Offloading and Resource Allocation in Mobile Edge Computing
    Zhang, Kaiyuan
    Gui, Xiaolin
    Ren, Dewang
    2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,