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

被引:57
|
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
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