Parameter Estimation Method for High-Speed Target Using Bistatic MIMO Radar with Dual-Frequency Transmitters

被引:2
作者
Chen, Jinli [1 ,2 ,3 ]
Li, Peng [1 ,2 ]
Zhu, Yanping [1 ,2 ]
Li, Jiaqiang [1 ,2 ,3 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Coll Elect & Informat Engn, Nanjing 210044, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing 210044, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Bistatic MIMO radar; Dual-frequency transmitters; High-speed target; Parameter estimation; COHERENT INTEGRATION LOSS; MOVING TARGETS; DOA ESTIMATION; ALGORITHM; ESPRIT;
D O I
10.1007/s11277-015-2893-1
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Serious mismatch of matched filters, range migration, Doppler spread, and the stochastic scattering coefficient phase caused by high-speed target motion during a long integration time will result in poor parameter estimation performance of bistatic multiple-input multiple-output (MIMO) radar. In this paper, an algorithm for jointly estimating velocity, direction of departure (DOD), and direction of arrival (DOA) of high-speed target using bistatic MIMO radar with dual-frequency transmitters is proposed. Multiplication of the baseband radar return at one frequency with the conjugate of that at another closely spaced frequency is employed not only to eliminate the stochastic scattering coefficient phase, but also to remove the effect of range walk and Doppler spread. With the integration of the multiplied echo along the fast time axis, followed by a Fourier transform of the integrated signal over a slow time dimension, the unambiguous velocity of a target is estimated. The virtual array is effectively formed by using the estimated velocity to construct new matched filter coefficients, followed by the matching of received signals with the constructed coefficients. The DOD and DOA of the high-speed target can thus be estimated using the super-resolution algorithm. Some numerical experiments are provided to demonstrate the effectiveness of the proposed algorithm.
引用
收藏
页码:2083 / 2098
页数:16
相关论文
共 50 条
[41]   A novel method for high-speed maneuvering target detection and motion parameters estimation [J].
Tian, Mingming ;
Liao, Guisheng ;
Zhu, Shengqi ;
He, Xiongpeng ;
Li, Yunpeng .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2020, 31 (04) :1625-1647
[42]   Computational Implementation and Asymptotic Statistical Performance Analysis of Range Frequency Autocorrelation Function for Radar High-Speed Target Detection [J].
Li, Yanyan ;
Zhang, Jiancheng ;
Niu, Jinping ;
Zhou, Yan ;
Wang, Lin .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2020, 6 :1297-1308
[43]   A novel method for parameter estimation based on wide-band ambiguity function in bistatic MIMO radar system in impulsive noise environment [J].
Li L. ;
Qiu T.-S. .
Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2016, 44 (12) :2842-2848
[44]   Radar High-Speed Target Detection Based on the Frequency-Domain Deramp-Keystone Transform [J].
Zheng, Jibin ;
Su, Tao ;
Liu, Hongwei ;
Liao, Guisheng ;
Liu, Zheng ;
Liu, Qing Huo .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (01) :285-294
[45]   KT-SRAF-LVD-Based Signal Coherent Integration Method for High-Speed Target Detecting in Airborne Radar [J].
Xu, Wenwen ;
Wang, Yuhang ;
Cao, Jianyin ;
Wang, Hao .
SENSORS, 2025, 25 (07)
[46]   Multi-Target Parameter Estimation of the FMCW-MIMO Radar Based on the Pseudo-Noise Resampling Method [J].
Jiang, Yao ;
Lan, Xiang ;
Shi, Jinmei ;
Han, Zhiguang ;
Wang, Xianpeng .
SENSORS, 2022, 22 (24)
[47]   High-Speed Maneuvering Target Inverse Synthetic Aperture Radar Imaging and Motion Parameter Estimation Based on Fast Spare Bayesian Learning and Minimum Entropy [J].
Xia, Shuangzhi ;
Wang, Yuanyuan ;
Zhang, Juan ;
Dai, Fengzhou .
REMOTE SENSING, 2023, 15 (13)
[48]   High Speed Multi-target Parameter Estimation for FA-OFDM Radar Based on Ransac Algorithm [J].
Quan Yinghui ;
Gao Xia ;
Sha Minghui ;
Fang Wen ;
Li Yachao ;
Xing Mengdao .
JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2021, 43 (07) :1970-1977
[49]   A Coupled Error Self-Calibration Method for High-Speed Space Target Imaging in Stepped-Frequency Radar Based on Minimum Entropy [J].
Li, Pucheng ;
Li, Linghao ;
Lv, Linhan ;
Dong, Zehua ;
Wang, Zhen ;
Ding, Zegang .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2025, 61 (01) :1090-1103
[50]   High Speed Multi-target Parameter Estimation for FA-OFDM Radar Based on Expectation Maximization Algorithm [J].
Quan Yinghui ;
Gao Xia ;
Sha Minghui ;
Chen Xiada ;
Li Yachao ;
Xing Mengdao ;
Yue Chaoliang .
JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2020, 42 (07) :1611-1618