BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems
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摘要: 单站多外辐射源雷达定位系统利用多组双基距(BR)和双基距变化率(BRR)量测值对多运动目标定位。量测偏差的存在使得定位性能下降，对此该文提出一种基于迭代后验关联最小二乘估计的联合误差校正和目标定位算法。首先引入辅助变量对BR和BRR非线性观测方程伪线性化，建立目标参数和偏差的联合估计方程。其次，利用辅助变量和目标参数之间的关系构建新的等式方程设计关联最小二乘算法，并采用后验迭代校正固定偏差进一步提高定位精度和全局收敛性。最后对算法的理论误差和全局收敛性进行了分析，仿真结果显示：所提算法具有较好的全局收敛性且目标定位性能达到克拉美罗下界。
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关键词:
- 无源定位 /
- 误差校正 /
- 双基距离(BR) /
- 双基距离变化率(BRR) /
- 关联最小二乘(DLS)
Abstract: Single-observer Multi-illuminator radars localize multiple moving targets using multiple Bistatic Range (BR) and Bistatic Range Rate (BRR) measurements. However the existence of the biases would degrade the localization performance. A novel joint localization and registration based on iterative post-estimation Dependent Least Squares (DLS) is proposed. Firstly, a new jointed target parameters and biases estimation model is given by linearizing the BR and BRR measurement equation with auxiliary parameters. Then a DLS algorithm refines the target parameters by reusing the relationships between the target parameters and auxiliary parameters. An iterative post-estimate further refines the estimation accuracy and global coverage by biases registration. Finally its theoretical error and global convergence are obtained analytically. Simulation results show that the proposed algorithm has a good global convergence behavior and the performance can achieve the Cramer-Rao Lower Bound. -
LIU Jun, LI Hongbin, and HIMED B. On the performance of the cross-correlation detector for passive radar applications[J]. Signal Processing, 2015, 113: 32–37. doi: 10.1016/j.sigpro.2015.01.006 CHOI S, CROUSE D, WILLETT P, et al. Multistatic target tracking for passive radar in a DAB/DVB network: Initiation[J]. IEEE Transactions on Aerospace and Electronic Systems, 2015, 51(3): 2460–2469. doi: 10.1109/TAES.2015.130270 MALANOWSKI M and KULPA K. Two methods for target localization in multistatic passive radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2012, 48(1): 572–580. doi: 10.1109/TAES.2012.6129656 NOROOZI A and SEBT M A. Weighted least squares target location estimation in multi-transmitter multi-receiver passive radar using bistatic range measurements[J]. IET Radar, Sonar & Navigation, 2016, 10(6): 1088–1097. doi: 10.1049/iet-rsn.2015.0446 HO K and XU Wenwei. An accurate algebraic solution for moving source location using TDOA and FDOA measurements[J]. IEEE Transactions on Signal Processing, 2004, 52(9): 2453–2463. doi: 10.1109/TSP.2004.831921 QU Xiaomei, XIE Lihua, and TAN Wenrong. Iterative constrained weighted least squares source localization using TDOA and FDOA measurements[J]. IEEE Transactions on Signal Processing, 2017, 65(15): 3990–4003. doi: 10.1109/TSP.2017.2703667 秦兆涛, 王俊, 魏少明, 等. 基于目标高度先验信息的多站时差无源定位方法[J]. 电子与信息学报, 2018, 40(9): 2219–2226. doi: 10.11999/JEIT171231QIN Zhaotao, WANG Jun, WEI Shaoming, et al. Passive localization using TDOA measurements from multiple sensors based on priori knowledge of target altitude[J]. Journal of Electronics &Information Technology, 2018, 40(9): 2219–2226. doi: 10.11999/JEIT171231 NIU Ruixin, BLUM R S, VARSHNEY P K, et al. Target localization and tracking in noncoherent multiple-input multiple-output radar systems[J]. IEEE Transactions on Aerospace and Electronic Systems, 2012, 48(2): 1466–1489. doi: 10.1109/TAES.2012.6178073 DU Yanshen and WEI Ping. An explicit solution for target localization in noncoherent distributed MIMO radar systems[J]. IEEE Signal Processing Letters, 2014, 21(9): 1093–1097. doi: 10.1109/LSP.2014.2325999 赵勇胜, 赵拥军, 赵闯, 等. 一种新的分布式MIMO雷达系统运动目标定位代数解算法[J]. 电子与信息学报, 2018, 40(3): 548–556. doi: 10.11999/JEIT170510ZHAO Yongsheng, ZHAO Yongjun, ZHAO Chuang, et al. New algebraic algorithm for moving target localization in distributed MIMO radar systems[J]. Journal of Electronics &Information Technology, 2018, 40(3): 548–556. doi: 10.11999/JEIT170510 王鼎, 魏帅. 基于外辐射源的约束总体最小二乘定位算法及其理论性能分析[J]. 中国科学: 信息科学, 2015, 45(11): 1466–1489. doi: 10.1360/N112014-00397WANG Ding and WEI Shuai. The constrained-total-least-squares localization algorithm and performance analysis based on an external illuminator[J]. Scientia Sinica Informationis, 2015, 45(11): 1466–1489. doi: 10.1360/N112014-00397 JEAN O and WEISS A J. Passive localization and synchronization using arbitrary signals[J]. IEEE Transactions on Signal Processing, 2014, 62(8): 2143–2150. doi: 10.1109/TSP.2014.2307281 WAN Xianrong, YI Jianxin, ZHAO Zhixin, et al. Experimental research for CMMB-based passive radar under a multipath environment[J]. IEEE Transactions on Aerospace and Electronic Systems, 2014, 50(1): 70–85. doi: 10.1109/TAES.2013.120737 YI Jianxin, WAN Xianrong, LEUNG H, et al. Noncooperative registration for multistatic passive radars[J]. IEEE Transactions on Aerospace and Electronic Systems, 2016, 52(2): 563–575. doi: 10.1109/TAES.2015.140786 左燕, 陈志猛, 蔡立平. 基于约束总体最小二乘的单站DOA/TDOA联合误差校正与定位算法[J]. 电子与信息学报, 2019, 41(6): 1317–1323. doi: 10.11999/JEIT180655ZUO Yan, CHEN Zhimeng, and CAI Liping. Single-observer DOA/TDOA registration and passive localization based on constrained total least squares[J]. Journal of Electronics &Information Technology, 2019, 41(6): 1317–1323. doi: 10.11999/JEIT180655 -
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