On the Robustness of Channel Allocation in Joint Radar and Communication Systems: An Auction Approach

被引:1
作者
Lotfi, Ismail [1 ]
Du, Hongyang [1 ]
Niyato, Dusit [1 ]
Sun, Sumei [2 ]
Kim, Dong In [3 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
[2] ASTAR, Inst Infocomm Res, Singapore 138632, Singapore
[3] Sungkyunkwan Univ SKKU, Dept Elect & Comp Engn, Suwon 16419, South Korea
关键词
Radar; Sensors; Jamming; Uncertainty; Channel allocation; Resource management; Radar detection; Robust optimization; multi-item auction; joint radar and communication; friendly jammers; covert communication; COVERT WIRELESS COMMUNICATION; WAVE-FORM DESIGN; OPTIMIZATION; ALGORITHM; MODEL; RISK;
D O I
10.1109/TMC.2023.3276934
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Joint radar and communication (JRC) is a promising technique for spectrum re-utilization, which enables radar sensing and data transmission to operate on the same frequencies and the same devices. However, due to the multi-objective property of JRC systems, channel allocation to JRC nodes should be carefully designed to maximize system performance. Additionally, because of the broadcast nature of wireless signals, a watchful adversary, i.e., a warden, can detect ongoing transmissions and attack the system. Thus, we develop a covert JRC system that minimizes the detection probability by wardens, in which friendly jammers are deployed to improve the covertness of the JRC nodes during radar sensing and data transmission operations. Furthermore, we propose a robust multi-item auction design for channel allocation for such a JRC system that considers the uncertainty in bids. The proposed auction mechanism achieves the properties of truthfulness, individual rationality, budget feasibility, and computational efficiency. The simulations clearly show the benefits of our design to support covert JRC systems and to provide incentive to the JRC nodes in obtaining spectrum, in which the auction-based channel allocation mechanism is robust against perturbations in the bids, which is highly effective for JRC nodes working in uncertain environments.
引用
收藏
页码:3466 / 3483
页数:18
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