Heterogeneously-Distributed Joint Radar Communications: Bayesian Resource Allocation

被引:2
作者
Wu, Linlong [1 ]
Mishra, Kumar Vijay [1 ]
Shankar, Bhavani M. R. [1 ]
Ottersten, Bjorn [1 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust SnT, Luxembourg, Luxembourg
来源
SPAWC 2021: 2021 IEEE 22ND INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (IEEE SPAWC 2021) | 2020年
关键词
Heterogeneous radar and communication network; multiple target tracking; resource allocation; alternating descent-ascent; Bayesian CRB; MULTIPLE TARGETS TRACKING; POWER ALLOCATION; OPTIMIZATION; SYSTEMS; DESIGN;
D O I
10.1109/SPAWC51858.2021.9593222
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
Due to spectrum scarcity, the coexistence of radar and wireless communication has gained substantial research interest recently. Among many scenarios, the heterogeneously-distributed joint radar-communication system is promising due to its flexibility and compatibility of existing architectures. In this paper, we focus on a heterogeneous radar and communication network (HRCN), which consists of various generic radars for multiple target tracking (MTT) and wireless communications for multiple users. We aim to improve the MTT performance and maintain good throughput levels for communication users by a well-designed resource allocation. The problem is formulated as a Bayesian Cramer-Rao bound (CRB) based minimization subjecting to resource budgets and throughput constraints. The formulated nonconvex problem is solved based on an alternating descent-ascent approach. Numerical results demonstrate the efficacy of the proposed allocation scheme for this heterogeneous network.
引用
收藏
页码:506 / 510
页数:5
相关论文
共 50 条
  • [41] Joint User Grouping and Resource Allocation for Network Massive MIMO Communications
    You, Fei
    Sun, Chen
    Gao, Xiqi
    2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [42] Deep Q-Learning-Based Resource Allocation in NOMA Visible Light Communications
    Hammadi, Ahmed Al
    Bariah, Lina
    Muhaidat, Sami
    Al-Qutayri, Mahmoud
    Sofotasios, Paschalis C. C.
    Debbah, Merouane
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2022, 3 : 2284 - 2297
  • [43] Joint Transmitter Selection and Resource Management Strategy Based on Low Probability of Intercept Optimization for Distributed Radar Networks
    Shi, C. G.
    Wang, F.
    Salous, S.
    Zhou, J. J.
    RADIO SCIENCE, 2018, 53 (09) : 1108 - 1134
  • [44] Resource Allocation Schemes for Target Localization in Distributed Multiple Radar Architectures
    Godrich, Hana
    Petropulu, Athina
    Poor, H. Vincent
    18TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2010), 2010, : 1239 - 1243
  • [45] Optimal Resource Allocation for Multicarrier NOMA in Short Packet Communications
    Chen, Jie
    Zhang, Lin
    Liang, Ying-Chang
    Ma, Shaodan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (02) : 2141 - 2156
  • [46] Distributed Resource Allocation for Cognitive Radio Networks With Spectrum-Sharing Constraints
    Duy Trong Ngo
    Tho Le-Ngoc
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (07) : 3436 - 3449
  • [47] Distributed and Optimal Resource Allocation for Power Beacon-Assisted Wireless-Powered Communications
    Ma, Yuanye
    Chen, He
    Lin, Zihuai
    Li, Yonghui
    Vucetic, Branka
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2015, 63 (10) : 3569 - 3583
  • [48] Joint Radio Resource Allocation and SIC Ordering in NOMA-Based Networks Using Submodularity and Matching Theory
    Zakeri, Abulfazl
    Moltafet, Mohammad
    Mokari, Nader
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (10) : 9761 - 9773
  • [49] Joint Resource Allocation for RIS-Assisted Heterogeneous Networks With Centralized and Distributed Frameworks
    Cai, Yujin
    Yu, Wenwu
    Nie, Xiaokai
    Cheng, Qiang
    Cui, Tiejun
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71 (05) : 2132 - 2145
  • [50] Joint User Scheduling and Resource Allocation in Distributed MIMO Systems with Multi-Carriers
    Bu, Yinglan
    Zong, Jiaying
    Xia, Xinjiang
    Liu, Yang
    Yang, Fengyi
    Wang, Dongming
    ELECTRONICS, 2022, 11 (12)