Adaptive Multi-Target Detection with FDA-MIMO Radar

被引:4
作者
Zhu, Jingjing [1 ]
Zhu, Shengqi [1 ]
Lan, Lan [1 ]
Xu, Jingwei [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian, Peoples R China
来源
2022 IEEE 12TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM) | 2022年
基金
中国博士后科学基金;
关键词
Multiple targets detection; FDA-MIMO radar; generalized likelihood ratio test (GLRT); conditional GLRT (cGLRT); TARGET DETECTION; RANGE; ANGLE;
D O I
10.1109/SAM53842.2022.9827880
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, the detection of multiple targets with an adaptive detector is investigated in frequency diverse array-multiple input multiple output (FDA-MIMO) radar, exploiting its degrees-of-freedom (DOFs) in both range and angle. In general, the detectors are designed based on the GLRT criterion. In specific, an iterative procedure is performed, where multiple targets are detected subsequently with the GLRT detector and the conditional GLRT (cGLRT) detector, which is conducted based on the previous detection results. The theoretical expressions of the probability of false alarm and the probability of detection for both the GLRT and the cGLRT detectors are given. Simulation experiments verify the effectiveness of designed multi-target detector and the correctness of the theoretical expressions.
引用
收藏
页码:370 / 374
页数:5
相关论文
共 19 条
[1]   Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part II: Applications [J].
Addabbo, Pia ;
Han, Sudan ;
Biondi, Filippo ;
Giunta, Gaetano ;
Orlando, Danilo .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 :3742-3754
[2]   Novel Parameter Estimation and Radar Detection Approaches for Multiple Point-Like Targets: Designs and Comparisons [J].
Addabbo, Pia ;
Liu, Jun ;
Orlando, Danilo ;
Ricci, Giuseppe .
IEEE SIGNAL PROCESSING LETTERS, 2020, 27 :1789-1793
[3]  
Antonik P., 2006, 2006 INT WAVEFORM DI, P1
[4]   Space-Range-Doppler Focus-Based Low-observable Moving Target Detection Using Frequency Diverse Array MIMO Radar [J].
Chen, Xiaolong ;
Chen, Baoxin ;
Guan, Jian ;
Huang, Yong ;
He, You .
IEEE ACCESS, 2018, 6 :43892-43904
[5]   Elevated Frequency Diversity Array: A Novel Approach to High Resolution and Wide Swath Imaging for Synthetic Aperture Radar [J].
Chen, Zhen ;
Zhang, Zhimin ;
Zhou, Yashi ;
Zhao, Qingchao ;
Wang, Wei .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
[6]   DOA estimation by exploiting the amplitude modulation induced by antenna scanning [J].
Farina, A ;
Gini, F ;
Greco, M .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2002, 38 (04) :1276-1286
[7]   Low-complexity GLRT for FDA radar without training data [J].
Gui, Ronghua ;
Wang, Wen-Qin ;
Zheng, Zhi .
DIGITAL SIGNAL PROCESSING, 2020, 107
[8]   AN ADAPTIVE DETECTION ALGORITHM [J].
KELLY, EJ .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1986, 22 (02) :115-127
[9]   Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar [J].
Lan, Lan ;
Rosamilia, Massimo ;
Aubry, Augusto ;
De Maio, Antonio ;
Liao, Guisheng .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 57 (06) :3705-3718
[10]   GLRT-Based Adaptive Target Detection in FDA-MIMO Radar [J].
Lan, Lan ;
Marino, Angela ;
Aubry, Augusto ;
De Maio, Antonio ;
Liao, Guisheng ;
Xu, Jingwei ;
Zhang, Yuhong .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 57 (01) :597-613