Robust Design of Transmit Waveform and Receive Filter for Colocated MIMO Radar

Wei Zhu; Jun Tang

doi:10.1109/LSP.2015.2461460

Robust Design of Transmit Waveform and Receive Filter for Colocated MIMO Radar

Wei Zhu, Jun Tang

Tsinghua University

Research output: Contribution to journal › Article › peer-review

57 Citations (Scopus)

Abstract

We consider the problem of angle-robust joint transmit waveform and receive filter design for colocated multiple-input multiple-output (MIMO) radar, in the presence of signal-dependent interferences. The design problem is cast as a max-min optimization problem to maximize the worst-case output signal-to-interference-plus-noise-ratio (SINR) with respect to the unknown angle of the target of interest. Based on rank-one relaxation and semi-definite programming (SDP) representation of a nonnegative trigonometric polynomial, a cyclic optimization algorithm is proposed to tackle this problem. The effectiveness of the proposed method is illustrated via numerical examples.

Original language	English
Article number	7169543
Pages (from-to)	2112-2116
Number of pages	5
Journal	IEEE Signal Processing Letters
Volume	22
Issue number	11
DOIs	https://doi.org/10.1109/LSP.2015.2461460
Publication status	Published - 1 Nov 2015
Externally published	Yes

Keywords

Multiple-input multiple-output (MIMO) radar
optimization
receive filter
robust design
waveform design

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10.1109/LSP.2015.2461460

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title = "Robust Design of Transmit Waveform and Receive Filter for Colocated MIMO Radar",

abstract = "We consider the problem of angle-robust joint transmit waveform and receive filter design for colocated multiple-input multiple-output (MIMO) radar, in the presence of signal-dependent interferences. The design problem is cast as a max-min optimization problem to maximize the worst-case output signal-to-interference-plus-noise-ratio (SINR) with respect to the unknown angle of the target of interest. Based on rank-one relaxation and semi-definite programming (SDP) representation of a nonnegative trigonometric polynomial, a cyclic optimization algorithm is proposed to tackle this problem. The effectiveness of the proposed method is illustrated via numerical examples.",

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AB - We consider the problem of angle-robust joint transmit waveform and receive filter design for colocated multiple-input multiple-output (MIMO) radar, in the presence of signal-dependent interferences. The design problem is cast as a max-min optimization problem to maximize the worst-case output signal-to-interference-plus-noise-ratio (SINR) with respect to the unknown angle of the target of interest. Based on rank-one relaxation and semi-definite programming (SDP) representation of a nonnegative trigonometric polynomial, a cyclic optimization algorithm is proposed to tackle this problem. The effectiveness of the proposed method is illustrated via numerical examples.

KW - Multiple-input multiple-output (MIMO) radar

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KW - receive filter

KW - robust design

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JF - IEEE Signal Processing Letters

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ER -

Robust Design of Transmit Waveform and Receive Filter for Colocated MIMO Radar

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Keywords

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