Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR

Huilin Mu; Yun Zhang; Meng Lian; Yicheng Jiang; Tianyun Yang

doi:10.1109/IGARSS.2016.7729298

Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR

Huilin Mu
, Yun Zhang
, Meng Lian
, Yicheng Jiang
, Tianyun Yang

School of Electronics and Information Engineering, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Based on the fact that the moving targets are sparse in spatial domain after clutter suppression, we present a novel approach for the indication of moving targets with compressive sensing from dual-channel spaceborne SAR sparse raw data. Moreover, the detection performance measures in terms of GMTI are different from the existing ones for CS. In this paper, the probability of detection (P_D)-curves are presented to analyze the detection performance of different CS reconstruction approaches. Not only the experiments with the dual-channel spaceborne SAR simulated and real data but also the detection performance of the proposed method is analyzed in this paper. The result shows that this method is more effective.

Original language	English
Title of host publication	2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1178-1181
Number of pages	4
ISBN (Electronic)	9781509033324
DOIs	https://doi.org/10.1109/IGARSS.2016.7729298
State	Published - 1 Nov 2016
Externally published	Yes
Event	2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Beijing, China Duration: 10 Jul 2016 → 15 Jul 2016

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)
Volume	2016-November
ISSN (Electronic)	2153-7003

Conference

Conference	2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016
Country/Territory	China
City	Beijing
Period	10/07/16 → 15/07/16

Keywords

Compressive sensing
Detection performance
Moving target detection
Spaceborne synthetic aperture radar

Access to Document

10.1109/IGARSS.2016.7729298

Cite this

Mu, H., Zhang, Y., Lian, M., Jiang, Y., & Yang, T. (2016). Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR. In 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings (pp. 1178-1181). Article 7729298 (International Geoscience and Remote Sensing Symposium (IGARSS) ; Vol. 2016-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2016.7729298

Mu, Huilin ; Zhang, Yun ; Lian, Meng et al. / Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR. 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1178-1181 (International Geoscience and Remote Sensing Symposium (IGARSS) ).

@inproceedings{04b724ccfbed4d46959ad8406f339a5c,

title = "Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR",

abstract = "Based on the fact that the moving targets are sparse in spatial domain after clutter suppression, we present a novel approach for the indication of moving targets with compressive sensing from dual-channel spaceborne SAR sparse raw data. Moreover, the detection performance measures in terms of GMTI are different from the existing ones for CS. In this paper, the probability of detection (PD)-curves are presented to analyze the detection performance of different CS reconstruction approaches. Not only the experiments with the dual-channel spaceborne SAR simulated and real data but also the detection performance of the proposed method is analyzed in this paper. The result shows that this method is more effective.",

keywords = "Compressive sensing, Detection performance, Moving target detection, Spaceborne synthetic aperture radar",

author = "Huilin Mu and Yun Zhang and Meng Lian and Yicheng Jiang and Tianyun Yang",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 ; Conference date: 10-07-2016 Through 15-07-2016",

year = "2016",

month = nov,

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doi = "10.1109/IGARSS.2016.7729298",

language = "英语",

series = "International Geoscience and Remote Sensing Symposium (IGARSS) ",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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booktitle = "2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings",

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Mu, H, Zhang, Y, Lian, M, Jiang, Y & Yang, T 2016, Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR. in 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings., 7729298, International Geoscience and Remote Sensing Symposium (IGARSS) , vol. 2016-November, Institute of Electrical and Electronics Engineers Inc., pp. 1178-1181, 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, Beijing, China, 10/07/16. https://doi.org/10.1109/IGARSS.2016.7729298

Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR. / Mu, Huilin; Zhang, Yun; Lian, Meng et al.
2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1178-1181 7729298 (International Geoscience and Remote Sensing Symposium (IGARSS) ; Vol. 2016-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR

AU - Mu, Huilin

AU - Zhang, Yun

AU - Lian, Meng

AU - Jiang, Yicheng

AU - Yang, Tianyun

PY - 2016/11/1

Y1 - 2016/11/1

N2 - Based on the fact that the moving targets are sparse in spatial domain after clutter suppression, we present a novel approach for the indication of moving targets with compressive sensing from dual-channel spaceborne SAR sparse raw data. Moreover, the detection performance measures in terms of GMTI are different from the existing ones for CS. In this paper, the probability of detection (PD)-curves are presented to analyze the detection performance of different CS reconstruction approaches. Not only the experiments with the dual-channel spaceborne SAR simulated and real data but also the detection performance of the proposed method is analyzed in this paper. The result shows that this method is more effective.

AB - Based on the fact that the moving targets are sparse in spatial domain after clutter suppression, we present a novel approach for the indication of moving targets with compressive sensing from dual-channel spaceborne SAR sparse raw data. Moreover, the detection performance measures in terms of GMTI are different from the existing ones for CS. In this paper, the probability of detection (PD)-curves are presented to analyze the detection performance of different CS reconstruction approaches. Not only the experiments with the dual-channel spaceborne SAR simulated and real data but also the detection performance of the proposed method is analyzed in this paper. The result shows that this method is more effective.

KW - Compressive sensing

KW - Detection performance

KW - Moving target detection

KW - Spaceborne synthetic aperture radar

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M3 - 会议稿件

AN - SCOPUS:85007494470

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 1178

EP - 1181

BT - 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016

Y2 - 10 July 2016 through 15 July 2016

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Mu H, Zhang Y, Lian M, Jiang Y, Yang T. Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR. In 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1178-1181. 7729298. (International Geoscience and Remote Sensing Symposium (IGARSS) ). doi: 10.1109/IGARSS.2016.7729298

Detection performance of moving target with compressive sensing via dual-channel spaceborne SAR

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