A new analysis method for multi-component linear frequency modulated emitter signals

Qiang Guo; Ya Jun Li; Chang Hong Wang; Jian Wan

doi:10.1109/ISSCAA.2010.5632630

A new analysis method for multi-component linear frequency modulated emitter signals

Qiang Guo, Ya Jun Li, Chang Hong Wang, Jian Wan

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

3 Scopus citations

Abstract

To effectively detect and recognize multi-component Linear Frequency-Modulated(LFM) emitter signals, a multi-component LFM emitter signal analysis method based on the Independent Component Analysis(ICA) which was combined with the Wigner-Hough transform was proposed. The idea which was adopted to this method was the time-domain separation and then time-frequency analysis, and in the low SNR cases, the problem which is generally plagued by noised of feature extraction of multi-component LFM signal based on Wigner-Hough transform is overcame. Compared to the traditional method of time-frequency analysis, the computer simulation results show that the proposed method for the multi-component LFM signal separation and feature extraction was better.

Original language	English
Title of host publication	ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics
Pages	357-362
Number of pages	6
DOIs	https://doi.org/10.1109/ISSCAA.2010.5632630
State	Published - 2010
Externally published	Yes
Event	3rd International Symposium on Systems and Control in Aeronautics and Astronautics, ISSCAA2010 - Harbin, China Duration: 8 Jun 2010 → 10 Jun 2010

Publication series

Name	ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics

Conference

Conference	3rd International Symposium on Systems and Control in Aeronautics and Astronautics, ISSCAA2010
Country/Territory	China
City	Harbin
Period	8/06/10 → 10/06/10

Access to Document

10.1109/ISSCAA.2010.5632630

Cite this

Guo, Q., Li, Y. J., Wang, C. H., & Wan, J. (2010). A new analysis method for multi-component linear frequency modulated emitter signals. In ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics (pp. 357-362). Article 5632630 (ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics). https://doi.org/10.1109/ISSCAA.2010.5632630

@inproceedings{f332c1da13f14f4ea0014c410890524e,

title = "A new analysis method for multi-component linear frequency modulated emitter signals",

abstract = "To effectively detect and recognize multi-component Linear Frequency-Modulated(LFM) emitter signals, a multi-component LFM emitter signal analysis method based on the Independent Component Analysis(ICA) which was combined with the Wigner-Hough transform was proposed. The idea which was adopted to this method was the time-domain separation and then time-frequency analysis, and in the low SNR cases, the problem which is generally plagued by noised of feature extraction of multi-component LFM signal based on Wigner-Hough transform is overcame. Compared to the traditional method of time-frequency analysis, the computer simulation results show that the proposed method for the multi-component LFM signal separation and feature extraction was better.",

author = "Qiang Guo and Li, \{Ya Jun\} and Wang, \{Chang Hong\} and Jian Wan",

year = "2010",

doi = "10.1109/ISSCAA.2010.5632630",

language = "英语",

isbn = "9781424460441",

series = "ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics",

pages = "357--362",

booktitle = "ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics",

note = "3rd International Symposium on Systems and Control in Aeronautics and Astronautics, ISSCAA2010 ; Conference date: 08-06-2010 Through 10-06-2010",

}

Guo, Q, Li, YJ, Wang, CH & Wan, J 2010, A new analysis method for multi-component linear frequency modulated emitter signals. in ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics., 5632630, ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics, pp. 357-362, 3rd International Symposium on Systems and Control in Aeronautics and Astronautics, ISSCAA2010, Harbin, China, 8/06/10. https://doi.org/10.1109/ISSCAA.2010.5632630

A new analysis method for multi-component linear frequency modulated emitter signals. / Guo, Qiang; Li, Ya Jun; Wang, Chang Hong et al.
ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics. 2010. p. 357-362 5632630 (ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics).

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

TY - GEN

T1 - A new analysis method for multi-component linear frequency modulated emitter signals

AU - Guo, Qiang

AU - Li, Ya Jun

AU - Wang, Chang Hong

AU - Wan, Jian

PY - 2010

Y1 - 2010

N2 - To effectively detect and recognize multi-component Linear Frequency-Modulated(LFM) emitter signals, a multi-component LFM emitter signal analysis method based on the Independent Component Analysis(ICA) which was combined with the Wigner-Hough transform was proposed. The idea which was adopted to this method was the time-domain separation and then time-frequency analysis, and in the low SNR cases, the problem which is generally plagued by noised of feature extraction of multi-component LFM signal based on Wigner-Hough transform is overcame. Compared to the traditional method of time-frequency analysis, the computer simulation results show that the proposed method for the multi-component LFM signal separation and feature extraction was better.

AB - To effectively detect and recognize multi-component Linear Frequency-Modulated(LFM) emitter signals, a multi-component LFM emitter signal analysis method based on the Independent Component Analysis(ICA) which was combined with the Wigner-Hough transform was proposed. The idea which was adopted to this method was the time-domain separation and then time-frequency analysis, and in the low SNR cases, the problem which is generally plagued by noised of feature extraction of multi-component LFM signal based on Wigner-Hough transform is overcame. Compared to the traditional method of time-frequency analysis, the computer simulation results show that the proposed method for the multi-component LFM signal separation and feature extraction was better.

UR - https://www.scopus.com/pages/publications/79952141383

U2 - 10.1109/ISSCAA.2010.5632630

DO - 10.1109/ISSCAA.2010.5632630

M3 - 会议稿件

AN - SCOPUS:79952141383

SN - 9781424460441

T3 - ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics

SP - 357

EP - 362

BT - ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics

T2 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics, ISSCAA2010

Y2 - 8 June 2010 through 10 June 2010

ER -

Guo Q, Li YJ, Wang CH, Wan J. A new analysis method for multi-component linear frequency modulated emitter signals. In ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics. 2010. p. 357-362. 5632630. (ISSCAA2010 - 3rd International Symposium on Systems and Control in Aeronautics and Astronautics). doi: 10.1109/ISSCAA.2010.5632630

A new analysis method for multi-component linear frequency modulated emitter signals

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