Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing

Yongzhe Li; Sergiy A. Vorobyov; Zishu He

doi:10.1109/ICASSP.2016.7472233

Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing

Yongzhe Li, Sergiy A. Vorobyov, Zishu He

Sergiy Vorobyov Group

University of Electronic Science and Technology of China

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

3 Citations (Scopus)

Abstract

We address the problem of terrain-scattered jammer suppression in multiple-input multiple-output (MIMO) radar using space-(fast) time adaptive processing (SFTAP). The correlation function of jamming components after matched filtering at the receiving end of MIMO radar is derived, and its relationship to the correlation matrix of the transmitted waveforms is established. This correlation function serves as a theoretical measure of evaluating the matched filtering effect on the received jamming signals. We propose a minimum variance distortionless response (MVDR) type SFTAP design by taking into account the factors of waveform-introduced range sidelobes and cold clutter stationarity over different pulse intervals. A closed-form solution to this design is derived by means of the method of Lagrange multipliers. We also propose a relaxed SFTAP design by modifying the constraints of the MVDR type design. Both proposed SFTAP designs can support further slow-time Doppler processing procedure. Simulation results show the validity of our SFTAP designs.

Original language	English
Title of host publication	IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016
Publisher	IEEE
Pages	3026-3033
Number of pages	8
Volume	2016-May
ISBN (Print)	9781479999880
DOIs	https://doi.org/10.1109/ICASSP.2016.7472233
Publication status	Published - 18 May 2016
MoE publication type	A4 Conference publication
Event	IEEE International Conference on Acoustics, Speech, and Signal Processing - Shanghai, China Duration: 20 Mar 2016 → 25 Mar 2016 Conference number: 41 http://www.icassp2016.org/

Publication series

Name	Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISSN (Print)	1520-6149
ISSN (Electronic)	2379-190X

Conference

Conference	IEEE International Conference on Acoustics, Speech, and Signal Processing
Abbreviated title	ICASSP 2016
Country/Territory	China
City	Shanghai
Period	20/03/2016 → 25/03/2016
Internet address	http://www.icassp2016.org/

Keywords

Jammer suppression
MIMO radar
space-(fast) time adaptive processing (SFTAP)

Access to Document

10.1109/ICASSP.2016.7472233

Cite this

Li, Y., Vorobyov, S. A., & He, Z. (2016). Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 (Vol. 2016-May, pp. 3026-3033). Article 7472233 (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing). IEEE. https://doi.org/10.1109/ICASSP.2016.7472233

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title = "Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing",

abstract = "We address the problem of terrain-scattered jammer suppression in multiple-input multiple-output (MIMO) radar using space-(fast) time adaptive processing (SFTAP). The correlation function of jamming components after matched filtering at the receiving end of MIMO radar is derived, and its relationship to the correlation matrix of the transmitted waveforms is established. This correlation function serves as a theoretical measure of evaluating the matched filtering effect on the received jamming signals. We propose a minimum variance distortionless response (MVDR) type SFTAP design by taking into account the factors of waveform-introduced range sidelobes and cold clutter stationarity over different pulse intervals. A closed-form solution to this design is derived by means of the method of Lagrange multipliers. We also propose a relaxed SFTAP design by modifying the constraints of the MVDR type design. Both proposed SFTAP designs can support further slow-time Doppler processing procedure. Simulation results show the validity of our SFTAP designs.",

keywords = "Jammer suppression, MIMO radar, space-(fast) time adaptive processing (SFTAP)",

author = "Yongzhe Li and Vorobyov, {Sergiy A.} and Zishu He",

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Li, Y, Vorobyov, SA & He, Z 2016, Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing. in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016. vol. 2016-May, 7472233, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, pp. 3026-3033, IEEE International Conference on Acoustics, Speech, and Signal Processing, Shanghai, China, 20/03/2016. https://doi.org/10.1109/ICASSP.2016.7472233

Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing. / Li, Yongzhe; Vorobyov, Sergiy A.; He, Zishu.
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016. Vol. 2016-May IEEE, 2016. p. 3026-3033 7472233 (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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T1 - Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing

AU - Li, Yongzhe

AU - Vorobyov, Sergiy A.

AU - He, Zishu

N1 - Conference code: 41

PY - 2016/5/18

Y1 - 2016/5/18

N2 - We address the problem of terrain-scattered jammer suppression in multiple-input multiple-output (MIMO) radar using space-(fast) time adaptive processing (SFTAP). The correlation function of jamming components after matched filtering at the receiving end of MIMO radar is derived, and its relationship to the correlation matrix of the transmitted waveforms is established. This correlation function serves as a theoretical measure of evaluating the matched filtering effect on the received jamming signals. We propose a minimum variance distortionless response (MVDR) type SFTAP design by taking into account the factors of waveform-introduced range sidelobes and cold clutter stationarity over different pulse intervals. A closed-form solution to this design is derived by means of the method of Lagrange multipliers. We also propose a relaxed SFTAP design by modifying the constraints of the MVDR type design. Both proposed SFTAP designs can support further slow-time Doppler processing procedure. Simulation results show the validity of our SFTAP designs.

AB - We address the problem of terrain-scattered jammer suppression in multiple-input multiple-output (MIMO) radar using space-(fast) time adaptive processing (SFTAP). The correlation function of jamming components after matched filtering at the receiving end of MIMO radar is derived, and its relationship to the correlation matrix of the transmitted waveforms is established. This correlation function serves as a theoretical measure of evaluating the matched filtering effect on the received jamming signals. We propose a minimum variance distortionless response (MVDR) type SFTAP design by taking into account the factors of waveform-introduced range sidelobes and cold clutter stationarity over different pulse intervals. A closed-form solution to this design is derived by means of the method of Lagrange multipliers. We also propose a relaxed SFTAP design by modifying the constraints of the MVDR type design. Both proposed SFTAP designs can support further slow-time Doppler processing procedure. Simulation results show the validity of our SFTAP designs.

KW - Jammer suppression

KW - MIMO radar

KW - space-(fast) time adaptive processing (SFTAP)

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M3 - Conference article in proceedings

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SN - 9781479999880

VL - 2016-May

T3 - Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing

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BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016

PB - IEEE

T2 - IEEE International Conference on Acoustics, Speech, and Signal Processing

Y2 - 20 March 2016 through 25 March 2016

ER -

Li Y, Vorobyov SA, He Z. Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016. Vol. 2016-May. IEEE. 2016. p. 3026-3033. 7472233. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing). doi: 10.1109/ICASSP.2016.7472233

Terrain-scattered jammer suppression in MIMO radar using space-(fast) time adaptive processing

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