CSSF MIMO radar: Compressive-sensing and step-frequency based MIMO radar

Yao Yu; Athina P. Petropulu; H. Vincent Poor

doi:10.1109/TAES.2012.6178074

CSSF MIMO radar: Compressive-sensing and step-frequency based MIMO radar

Yao Yu
, Athina P. Petropulu
, H. Vincent Poor

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

81 Scopus citations

Abstract

A new approach is proposed, namely CSSF MIMO radar, which applies the technique of step frequency (SF) to compressive sensing (CS) based multiple-input multiple-output (MIMO) radar. The proposed approach enables high resolution range, angle and Doppler estimation, while transmitting narrowband pulses. For the case of slowly moving targets, a technique is proposed that achieves significant complexity reduction by successively estimating angle-range and Doppler in a decoupled fashion.

Original language	English (US)
Article number	6178074
Pages (from-to)	1490-1504
Number of pages	15
Journal	IEEE Transactions on Aerospace and Electronic Systems
Volume	48
Issue number	2
DOIs	https://doi.org/10.1109/TAES.2012.6178074
State	Published - Apr 2012

All Science Journal Classification (ASJC) codes

Aerospace Engineering
Electrical and Electronic Engineering

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10.1109/TAES.2012.6178074

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title = "CSSF MIMO radar: Compressive-sensing and step-frequency based MIMO radar",

abstract = "A new approach is proposed, namely CSSF MIMO radar, which applies the technique of step frequency (SF) to compressive sensing (CS) based multiple-input multiple-output (MIMO) radar. The proposed approach enables high resolution range, angle and Doppler estimation, while transmitting narrowband pulses. For the case of slowly moving targets, a technique is proposed that achieves significant complexity reduction by successively estimating angle-range and Doppler in a decoupled fashion.",

author = "Yao Yu and Petropulu, \{Athina P.\} and Poor, \{H. Vincent\}",

note = "Funding Information: This work was supported by the Office of Naval Research under Grant ONR-N-00014-07-1-0500, and the National Science Foundation under Grants CNS-09-05398 and CNS-04-35052.",

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AU - Petropulu, Athina P.

AU - Poor, H. Vincent

N1 - Funding Information: This work was supported by the Office of Naval Research under Grant ONR-N-00014-07-1-0500, and the National Science Foundation under Grants CNS-09-05398 and CNS-04-35052.

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N2 - A new approach is proposed, namely CSSF MIMO radar, which applies the technique of step frequency (SF) to compressive sensing (CS) based multiple-input multiple-output (MIMO) radar. The proposed approach enables high resolution range, angle and Doppler estimation, while transmitting narrowband pulses. For the case of slowly moving targets, a technique is proposed that achieves significant complexity reduction by successively estimating angle-range and Doppler in a decoupled fashion.

AB - A new approach is proposed, namely CSSF MIMO radar, which applies the technique of step frequency (SF) to compressive sensing (CS) based multiple-input multiple-output (MIMO) radar. The proposed approach enables high resolution range, angle and Doppler estimation, while transmitting narrowband pulses. For the case of slowly moving targets, a technique is proposed that achieves significant complexity reduction by successively estimating angle-range and Doppler in a decoupled fashion.

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CSSF MIMO radar: Compressive-sensing and step-frequency based MIMO radar

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