雷达学报2022，Vol.11Issue(5)：778-793,16.DOI:10.12000/JR22005
面向目标跟踪的机载组网雷达辐射参数与航迹规划联合优化算法
Joint Transmit Resources and Trajectory Planning for Target Tracking in Airborne Radar Networks
摘要
Abstract
This paper investigates the joint optimization problem of transmit resources and trajectory planning for target tracking in airborne radar networks. First, the analytical expression for the Bayesian Cramér-Rao Lower Bound (BCRLB) with the variables of the radar transmit power, dwell time, transmit signal Gaussian pulse length and signal bandwidth, and speed and heading angle of airborne nodes is derived and adopted as the metric function to evaluate the target tracking accuracy. In addition, the analytical expression of intercept probability with the variables of the radar transmit power, dwell time, and speed and heading angle of airborne nodes is also derived and utilized as the metric function to gauge the radio frequency stealth performance of the overall system. On this basis, a joint optimization model of transmit resources and trajectory planning for target tracking in airborne radar networks is established to jointly optimize the radar transmit power, dwell time, transmit signal Gaussian pulse length and signal bandwidth, and speed and heading angle of airborne nodes. This is done to minimize the target estimation error BCRLB under the constraints of given system resources, aircraft maneuvering and intercept probability threshold, thereby improving the target tracking accuracy of airborne radar network. Subsequently, a five-step decomposition iterative algorithm incorporating the particle swarm algorithm is used to solve the underlying optimization problem. The simulation results demonstrate that the target tracking accuracy of the proposed algorithm outperforms other existing approaches.关键词
辐射资源控制/航迹规划/机载组网雷达/射频隐身/目标跟踪Key words
Transmit resources control/ Trajectory planning/ Airborne radar network/ Radio frequency stealth/Target tracking分类
信息技术与安全科学引用本文复制引用
时晨光,王奕杰,代向荣,周建江..面向目标跟踪的机载组网雷达辐射参数与航迹规划联合优化算法 [J].雷达学报,2022,11(5):778-793,16.基金项目
国家自然科学基金(62271247, 61801212)，国家部委基金，航空科学基金(20200020052005, 20200020052002)，南京航空航天大学前瞻布局科研专项资金 （62271247, 61801212）
