Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar

被引:65
作者
Lan, Lan [1 ]
Rosamilia, Massimo [2 ,3 ]
Aubry, Augusto [2 ,3 ]
De Maio, Antonio [2 ,3 ]
Liao, Guisheng [1 ]
机构
[1] Xidian Univ, Natl Key Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80125 Naples, Italy
[3] CNIT, Parma, Italy
关键词
Radar; Maximum likelihood estimation; Radar cross-sections; Mixers; Adaptive arrays; Synthetic aperture radar; Radar imaging; Bias correction; coordinate descent (CD); frequency diverse array multiple-input multiple-output (FDA-MIMO) radar; monopulse; target parameter estimation; ADAPTIVE ARRAYS;
D O I
10.1109/TAES.2021.3083591
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This article deals with the problem of angle and incremental range (i.e., the target range offset with respect to the center of the cell under test) estimation with a frequency diverse array multiple-input multiple-output (FDA-MIMO) radar exploiting a single data snapshot as observable. Starting from the observation that the maximum likelihood (ML) estimation entails a 2-D grid search over the parameters of interest, three approximated ML techniques are designed resorting to the coordinate descent algorithm and the adaptive monopulse criterion (employing either real or complex slope/bias corrections). At the analysis stage, the estimation performance of the proposed methods, including the tapered and double-step monopulse versions, is also assessed in comparison with the Cramer-Rao lower bound. Numerical results corroborate the effectiveness of the considered estimation strategies in some diverse simulated scenarios.
引用
收藏
页码:3705 / 3718
页数:14
相关论文
共 40 条
[1]   Frequency diverse array radars [J].
Antonik, Paul ;
Wicks, Michael C. ;
Griffiths, Hugh D. ;
Baker, Christopher J. .
2006 IEEE RADAR CONFERENCE, VOLS 1 AND 2, 2006, :215-+
[2]   A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems [J].
Aubry, Augusto ;
De Maio, Antonio ;
Zappone, Alessio ;
Razaviyayn, Meisam ;
Luo, Zhi-Quan .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (24) :6518-6533
[3]   Development of frequency diverse array radar technology: a review [J].
Basit, Abdul ;
Khan, Wasim ;
Khan, Shafqatullah ;
Qureshi, Ijaz Mansoor .
IET RADAR SONAR AND NAVIGATION, 2018, 12 (02) :165-175
[4]  
Bertsekas D. P., 1999, NONLINEAR PROGRAMMIN
[5]   Transmit Beampattern Synthesis for the FDA Radar [J].
Chen, Baoxin ;
Chen, Xiaolong ;
Huang, Yong ;
Guan, Jian .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2018, 17 (01) :98-101
[6]   MAXIMUM BLOCK IMPROVEMENT AND POLYNOMIAL OPTIMIZATION [J].
Chen, Bilian ;
He, Simai ;
Li, Zhening ;
Zhang, Shuzhong .
SIAM JOURNAL ON OPTIMIZATION, 2012, 22 (01) :87-107
[7]  
Chen H, 2015, 2015 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING, P94, DOI 10.1109/ChinaSIP.2015.7230369
[8]   Localization Performance Analysis of FDA Radar Receiver With Two-Stage Estimator [J].
Cui, Can ;
Xiong, Jie ;
Wang, Wen-Qin ;
Wu, Wen .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2018, 54 (06) :2873-2887
[9]   Search-Free DOD, DOA and Range Estimation for Bistatic FDA-MIMO Radar [J].
Cui, Can ;
Xu, Jian ;
Gui, Ronghua ;
Wang, Wen-Qin ;
Wu, Wen .
IEEE ACCESS, 2018, 6 :15431-15445
[10]   ANGLE ESTIMATION WITH ADAPTIVE ARRAYS IN EXTERNAL NOISE FIELDS [J].
DAVIS, RC ;
BRENNAN, LE ;
REED, LS .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1976, 12 (02) :179-186