Min-max waveform design for MIMO radars under unknown correlation of the target scattering

被引:13
作者
Grossi, Emanuele [1 ]
Lops, Marco [1 ]
Venturino, Luca [1 ]
机构
[1] Univ Cassino, DAEIMI, I-03043 Cassino, Italy
关键词
MIMO radar; Robust waveform design; Min-max; Minimax; Mutual information; Chernoff's bound; Linear minimum mean square error; INFORMATION; DIVERSITY;
D O I
10.1016/j.sigpro.2011.12.018
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
We address the problem of robust waveform design for MIMO radars when the target scattering covariance matrix is unknown at both the transmit and receive sides. Following a min-max approach, the code matrix is designed to minimize the worst-case cost under all possible target covariance matrices. Differently from previous works we include the choice of the codeword's length in the design problem. For a large class of cost functions, the min-max solution has a simple and intuitive structure which we explain. In particular, the codeword's length must be chosen as large as possible in order to provide the transmitter with the largest degrees of freedom. Examples illustrating the behavior of the min-max codes are provided for different case studies. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1550 / 1558
页数:9
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