Joint resource allocation and user association for multi-cell integrated sensing and communication systems

被引:2
|
作者
Zhang, Jiahui [1 ]
Fei, Zesong [1 ]
Wang, Xinyi [1 ]
Liu, Peng [1 ]
Huang, Jingxuan [1 ]
Zheng, Zhong [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Integrated sensing and communication; Dense cellular network; Resource allocation; User association; TARGET DETECTION; INTERFERENCE; DESIGN;
D O I
10.1186/s13638-023-02264-1
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The densification of the orthogonal frequency division multiplexing (OFDM) based fifth-generation communication systems, as well as the requirement of integrating sensing and communication functionalities, has promoted the development of integrated-sensing-and-communication (ISAC) dense cellular networks (DCNs). In the OFDM-based ISAC-DCN, multiple base stations simultaneously serve mobile users and sense targets based on the echo of downlink communication signals. In this paper, we establish the interference model in ISAC-DCN for sensing and communication. Focusing on the interference management of the ISAC-DCN, we investigate the multi-dimension resource allocation problem. In particular, we aim to maximize the network utility by jointly optimizing sub-band allocation, user association, and transmission power under the sensing signal-to-interference-plus-noise ratio constraint to be solved iteratively. The mixed-integer optimization problem is decoupled into three sub-problems. Specifically, a greedy genetic sub-band allocation scheme is proposed for sub-band allocation to reduce total interference. We employ the successive convex approximation technique to transform the transmission power control sub-problem and solve it via geometric programming. Simulation results illustrate the trade-off between sensing and communication performances, and show that the proposed algorithm significantly improves the network utility and achieves higher detection probability.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Joint resource allocation and user association for multi-cell integrated sensing and communication systems
    Jiahui Zhang
    Zesong Fei
    Xinyi Wang
    Peng Liu
    Jingxuan Huang
    Zhong Zheng
    EURASIP Journal on Wireless Communications and Networking, 2023
  • [2] Resource Allocation in Multi-Cell Integrated Sensing and Communication Systems: A DRL Approach
    Wang, Xiaoming
    Wu, Huiling
    Xu, Youyun
    Cao, Haotong
    Kumar, Neeraj
    Rodrigues, Joel J. P. C.
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 3210 - 3215
  • [3] Joint Beam Alignment and Resource Allocation for Multi-User mmWave Integrated Sensing and Communication Systems
    Zhang, Jiupeng
    Yan, Shi
    Peng, Mugen
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (04) : 5288 - 5303
  • [4] User Grouping and Resource Allocation for Joint Communication and Positioning in mmWave Multi-Cell Networks
    Luo, Xueni
    Lu, Xiaofeng
    Jin, Boyu
    Yin, Benquan
    Yang, Kun
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (10) : 14096 - 14108
  • [5] Joint Resource Allocation for User-Centric Cell-Free Integrated Sensing and Communication Systems
    Cao, Yu
    Yu, Qi-Yue
    IEEE COMMUNICATIONS LETTERS, 2023, 27 (09) : 2338 - 2342
  • [6] Joint Optimization of User Association, Subchannel Allocation, and Power Allocation in Multi-Cell Multi-Association OFDMA Heterogeneous Networks
    Wang, Feng
    Chen, Wen
    Tang, Hongying
    Wu, Qingqing
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2017, 65 (06) : 2672 - 2684
  • [7] Joint Beamforming, Resource Allocation, and Scheduling for Multi-Cell Multi-User MIMO-OFDMA Systems
    Zhu, Jun
    Schober, Robert
    Bhargava, Vijay
    2012 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2012, : 4594 - 4599
  • [8] Dynamic User Grouping and Joint Resource Allocation With Multi-Cell Cooperation for Uplink Virtual MIMO Systems
    Lu, Xiaofeng
    Ni, Qiang
    Li, Wenna
    Zhang, Hailin
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (06) : 3854 - 3869
  • [9] Joint User Association, Resource Allocation and Trajectory Design for Multi-UAV-Aided NOMA Wireless Communication Systems
    Yin, Sixing
    Qu, Zhaowei
    Yu, Peng
    CHINA COMMUNICATIONS, 2025, 22 (03) : 217 - 233
  • [10] Resource Allocation for Intelligent Reflecting Surface Enabled Target Tracking in Integrated Sensing and Communication Systems
    Wu, Guilu
    Liu, Haoyu
    You, Junkang
    Zhao, Xiangshuo
    Chen, Han
    IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY, 2025, 6 : 1 - 12