Collaborative ISAC Enabled Multi-Beam and Power Allocation Scheme for Differentiated QoS of Sensing

被引:0
|
作者
Gao, Weiqi [1 ]
Zhang, Qixun [1 ]
Ma, Dingyou [1 ]
Yu, Kan [1 ]
Zhang, Boyuan [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Minist Educ, Key Lab Universal Wireless Commun, Beijing 100876, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Integrated sensing and communication; Cramer-Rao lower bound; power allocation; collaborative sensing;
D O I
10.1109/ICCC62479.2024.10681837
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To overcome the bottleneck of low sensing accuracy and limited sensing range in non-cooperative unmanned aerial vehicle (UAV) location scenarios with single base station (BS) integrated sensing and communication (ISAC), multiple BS collaborative ISAC utilizes wireless resources in mobile communication networks to enhance sensing performance. However, faced with differentiated communication and sensing quality of service (QoS) requirements, base stations require a resource allocation scheme that can adapt to these differences, in order to achieve higher resource utilization and collaborative sensing gains. Therefore, we propose a multi-beam allocation scheme in the multi-BS collaborative ISAC system based on existing cellular networks. Specifically, we use the exponential utility function to represent the global QoS of multi-target sensing and propose the multi-BS collaborative beam power allocation (MCBPA) algorithm to optimize location Cramer-Rao lower bound (CRLB) of targets. The simulation results indicate that MCBPA algorithm can decrease the sensing error of high-precision targets by 51% and save around 20% transmit power to meet all QoS requirements compared to single-BS average beam power allocation (SABPA) algorithm.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A resource allocation scheme for QoS provision in multi-beam mobile satellite communication systems
    Nakahira, Katsliya
    Kobayashi, Kiyoshi
    Ueba, Masazumi
    2007 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-9, 2007, : 4011 - 4015
  • [2] Flexible and Dynamic Power Allocation in Broadband Multi-Beam Satellites
    Srivastava, Nitish Kumar
    Chaturvedi, A. K.
    IEEE COMMUNICATIONS LETTERS, 2013, 17 (09) : 1722 - 1725
  • [3] Power and server allocation in a multi-beam satellite with time varying channels
    Neely, MJ
    Modiano, E
    Rohrs, CE
    IEEE INFOCOM 2002: THE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, 2002, : 1451 - 1460
  • [4] Dynamic Power Allocation for Broadband Multi-Beam Satellite Communication Networks
    Destounis, Apostolos
    Panagopoulos, Athanasios D.
    IEEE COMMUNICATIONS LETTERS, 2011, 15 (04) : 380 - 382
  • [5] Multi-Beam Power Allocation for mmWave Communications under Random Blockage
    Kwon, Sungoh
    Widmer, Joerg
    2018 IEEE 87TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2018,
  • [6] MU-MIMO and Multi-beam ISAC Hybrid Beamforming Design
    Leyva, Leonardo
    Castanheira, Daniel
    Silva, Adao
    Gameiro, Ahlio
    2024 14TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS AND DIGITAL SIGNAL PROCESSING, CSNDSP 2024, 2024, : 410 - 414
  • [7] Interference Characterization and Mitigation for Multi-beam ISAC Systems in Vehicular Networks
    Wang Y.
    Zhang Q.
    Andrew Zhang J.
    Wei Z.
    Feng Z.
    Peng J.
    IEEE Transactions on Wireless Communications, 2024, 23 (10) : 1 - 1
  • [8] Resource allocation scheme under rain fading in multi-beam mobile satellite systems
    Yu, Jia
    Zong, Peng
    Yu, J. (yujiahahaha@126.com), 1600, Beijing University of Aeronautics and Astronautics (BUAA) (38): : 291 - 296
  • [9] Towards Beam Hopping and Power Allocation in Multi-Beam Satellite Systems With Parameterized Reinforcement Learning
    Ran, Yongyi
    Tan, Feng
    Chen, Shuangwu
    Lei, Jizhao
    Luo, Jiangtao
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (09) : 14050 - 14055
  • [10] Joint Power and Timeslot Allocation Based on Delay Priority for Multi-Beam Satellite Downlinks
    Zhong, Xudong
    He, Yuanzhi
    Yin, Hao
    Wang, Jingchao
    Du, Zhouquan
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC 2017), 2017, : 389 - 393