BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems

Yan ZUO; Taoran JIANG; Zhimeng CHEN; Dongliang PENG

doi:10.11999/JEIT200042

Volume 43 Issue 4

Apr. 2021

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Article Navigation > Journal of Electronics & Information Technology > 2021 > 43(4): 1162-1169

Yan ZUO, Taoran JIANG, Zhimeng CHEN, Dongliang PENG. BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems[J]. Journal of Electronics & Information Technology, 2021, 43(4): 1162-1169. doi: 10.11999/JEIT200042

Citation:

Yan ZUO, Taoran JIANG, Zhimeng CHEN, Dongliang PENG. BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems[J]. Journal of Electronics & Information Technology, 2021, 43(4): 1162-1169. doi: 10.11999/JEIT200042

Citation:

Yan ZUO, Taoran JIANG, Zhimeng CHEN, Dongliang PENG. BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems[J]. Journal of Electronics & Information Technology, 2021, 43(4): 1162-1169. doi: 10.11999/JEIT200042

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BR/BRR Passive Localization and Registration for Multiple Moving Targets in Single-observer Multi-illuminator Radar Systems

doi: 10.11999/JEIT200042

School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China

Funds: The National Natural Science Foundation of China (61673146, 61771028, 61973102), Fund of Science and Technology on Electronic Information Control Laboratory (6142105200102)

Received Date: 2020-01-09
Rev Recd Date: 2020-10-21

Available Online: 2020-12-15

Publish Date: 2021-04-20

Abstract

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.
- Passive localization,
- Registration,
- Bistatic Range (BR),
- Bistatic Range Rate (BRR),
- Dependent Least Squares (DLS)

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References(15)

References

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/JEIT171231

QIN 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/JEIT170510

ZHAO 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/N112014-00397

WANG 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/JEIT180655

ZUO 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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