Integrated Sensing and Communication for RIS-Assisted Backscatter Systems

被引:28
|
作者
Wang, Xinyi [1 ]
Fei, Zesong [2 ]
Wu, Qingqing [3 ]
机构
[1] Beijing Inst Technol, Sch Integrated Circuits & Elect, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[3] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Backscatter communication; integrated sensing and communications (ISACs); reconfigurable intelligent surface (RIS); MASSIVE MIMO; INTELLIGENT; MAXIMIZATION; DESIGN;
D O I
10.1109/JIOT.2023.3262867
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To facilitate the development of Internet of Things (IoT) services, future networks are expected to simultaneously provide sensing functionality and support low-power communications. In this article, we investigate the system sum-rate maximization problem in an integrated sensing and reconfigurable intelligent surface (RIS) backscatter communication system, where the base station (BS) simultaneously detects backscattered signals from multiple IoT devices and senses targets based on the echo signals. We formulate a joint transmit beamforming, RIS phase shifts, and receive beamforming design problem under the Cramer-Rao bound (CRB) constraint for target angle estimation. To solve the nonconvex problem, we then propose a fractional programming (FP)-based alternating optimization algorithm. In particular, the FP technique is first employed to transform the formulated problem into a more tractable form, and the exact penalty method and manifold optimization are then utilized to address the CRB constraint and constant-modulus constraint, respectively. Numerical results have shown that the proposed design significantly improves the system sum rate and illustrates the tradeoff between the communication and sensing performance.
引用
收藏
页码:13716 / 13726
页数:11
相关论文
共 50 条
  • [41] Impact of IQ Imbalance on RIS-Assisted SISO Communication Systems
    Bouhlel, Asma
    Sakly, Anis
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [42] DRL-based RIS-assisted Integrated Sensing and Communication Joint design of beamforming and reflection phase shift
    Wang, Zaiqiang
    Luo, Zhongqiang
    Lei, Yiting
    Physical Communication, 2025, 71
  • [43] Average Achievable Rate Maximization for RIS-Assisted UAV Communication Systems
    Liu, Yuandong
    Ji, Jianbo
    Yang, Juan
    IEEE ACCESS, 2025, 13 : 3130 - 3138
  • [44] Statistical CSI-Based Design for RIS-Assisted Communication Systems
    Yu, Zhexuan
    Han, Yu
    Matthaiou, Michail
    Li, Xiao
    Jin, Shi
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (10) : 2115 - 2119
  • [45] Enhanced Beam Widening Approach for RIS-Assisted Wireless Communication Systems
    Guan, Hanlin
    Al Hajj, Maarouf
    Guillet, Valery
    Shaiek, Hmaied
    2024 4TH URSI ATLANTIC RADIO SCIENCE MEETING, AT-RASC 2024, 2024,
  • [46] Secure Communication in Active RIS-Assisted MISO Systems With Hardware Impairments
    Bai, Xiaojuan
    Yu, Aopei
    Fang, Fang
    Wang, Xianbin
    Yang, Yue
    Li, Yunqing
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 13 (12) : 3528 - 3532
  • [47] On the Performance of RIS-Assisted Dual-Hop UAV Communication Systems
    Yang, Liang
    Meng, Fanxu
    Zhang, Jiayi
    Hasna, Mazen O.
    Di Renzo, Marco
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (09) : 10385 - 10390
  • [48] RIS-Assisted Covert Transmission in Satellite-Terrestrial Communication Systems
    Song, Da
    Yang, Ziyi
    Pan, Gaofeng
    Wang, Shuai
    An, Jianping
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (22) : 19415 - 19426
  • [49] Joint Discrete Precoding and RIS Optimization for RIS-Assisted MU-MIMO Communication Systems
    Ramezani, Parisa
    Khorsandmanesh, Yasaman
    Bjornson, Emil
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2025, 73 (03) : 1531 - 1546
  • [50] Optimizing the Fairness of STAR-RIS and NOMA Assisted Integrated Sensing and Communication Systems
    Wang, Yufei
    Yang, Zheng
    Cui, Jingjing
    Xu, Peng
    Chen, Gaojie
    Quek, Tony Q. S.
    Tafazolli, Rahim
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (06) : 5895 - 5907