An improved non-cooperative signal detection and extraction method based on template matching

Qingqing Zhao; Qin Zhang; Yuan Yuan

doi:10.1109/ICEIEC.2017.8076583

An improved non-cooperative signal detection and extraction method based on template matching

Qingqing Zhao, Qin Zhang, Yuan Yuan

School of Information and Electronics

Beijing Institute of Technology

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

2 Citations (Scopus)

Abstract

Signal detection, especially the blind detection in non-cooperative systems is an essential topic in the field of communication. Time-frequency analysis is a commonly used method which aims to construct a density function of time and frequency to reveal the frequency components in signals and the evolution of the frequency of signals with time. In this paper, the template matching method is applied to detect and sort signals from time-frequency spectrum. To solve the problem of traditional method caused by spectrum leakage in high SNR, we improve the method with dual-Threshold decision. Experiments show that improved method effectively resolve the problem in high SNR, and has the same performance as traditional method in low SNR.

Original language	English
Title of host publication	Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017
Editors	Li Wenzheng, Seng-Pan U, Zhu Hongdan, Ni Shaowen
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	365-368
Number of pages	4
ISBN (Electronic)	9781509030248
DOIs	https://doi.org/10.1109/ICEIEC.2017.8076583
Publication status	Published - 19 Oct 2017
Event	7th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2017 - Macau, China Duration: 21 Jul 2017 → 23 Jul 2017

Publication series

Name	Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017

Conference

Conference	7th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2017
Country/Territory	China
City	Macau
Period	21/07/17 → 23/07/17

Keywords

dual-Threshold
signal detection
spectrum leakage
template matching

Access to Document

10.1109/ICEIEC.2017.8076583

Cite this

Zhao, Q., Zhang, Q., & Yuan, Y. (2017). An improved non-cooperative signal detection and extraction method based on template matching. In L. Wenzheng, S.-P. U, Z. Hongdan, & N. Shaowen (Eds.), Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017 (pp. 365-368). Article 8076583 (Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEIEC.2017.8076583

Zhao, Qingqing ; Zhang, Qin ; Yuan, Yuan. / An improved non-cooperative signal detection and extraction method based on template matching. Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017. editor / Li Wenzheng ; Seng-Pan U ; Zhu Hongdan ; Ni Shaowen. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 365-368 (Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017).

@inproceedings{9ab34820879d46dfb6ec11e53cc668a5,

title = "An improved non-cooperative signal detection and extraction method based on template matching",

abstract = "Signal detection, especially the blind detection in non-cooperative systems is an essential topic in the field of communication. Time-frequency analysis is a commonly used method which aims to construct a density function of time and frequency to reveal the frequency components in signals and the evolution of the frequency of signals with time. In this paper, the template matching method is applied to detect and sort signals from time-frequency spectrum. To solve the problem of traditional method caused by spectrum leakage in high SNR, we improve the method with dual-Threshold decision. Experiments show that improved method effectively resolve the problem in high SNR, and has the same performance as traditional method in low SNR.",

keywords = "dual-Threshold, signal detection, spectrum leakage, template matching",

author = "Qingqing Zhao and Qin Zhang and Yuan Yuan",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 7th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2017 ; Conference date: 21-07-2017 Through 23-07-2017",

year = "2017",

month = oct,

day = "19",

doi = "10.1109/ICEIEC.2017.8076583",

language = "English",

series = "Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017",

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

pages = "365--368",

editor = "Li Wenzheng and Seng-Pan U and Zhu Hongdan and Ni Shaowen",

booktitle = "Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017",

address = "United States",

}

Zhao, Q, Zhang, Q & Yuan, Y 2017, An improved non-cooperative signal detection and extraction method based on template matching. in L Wenzheng, S-P U, Z Hongdan & N Shaowen (eds), Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017., 8076583, Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017, Institute of Electrical and Electronics Engineers Inc., pp. 365-368, 7th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2017, Macau, China, 21/07/17. https://doi.org/10.1109/ICEIEC.2017.8076583

An improved non-cooperative signal detection and extraction method based on template matching. / Zhao, Qingqing; Zhang, Qin; Yuan, Yuan.
Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017. ed. / Li Wenzheng; Seng-Pan U; Zhu Hongdan; Ni Shaowen. Institute of Electrical and Electronics Engineers Inc., 2017. p. 365-368 8076583 (Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017).

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

TY - GEN

T1 - An improved non-cooperative signal detection and extraction method based on template matching

AU - Zhao, Qingqing

AU - Zhang, Qin

AU - Yuan, Yuan

PY - 2017/10/19

Y1 - 2017/10/19

N2 - Signal detection, especially the blind detection in non-cooperative systems is an essential topic in the field of communication. Time-frequency analysis is a commonly used method which aims to construct a density function of time and frequency to reveal the frequency components in signals and the evolution of the frequency of signals with time. In this paper, the template matching method is applied to detect and sort signals from time-frequency spectrum. To solve the problem of traditional method caused by spectrum leakage in high SNR, we improve the method with dual-Threshold decision. Experiments show that improved method effectively resolve the problem in high SNR, and has the same performance as traditional method in low SNR.

AB - Signal detection, especially the blind detection in non-cooperative systems is an essential topic in the field of communication. Time-frequency analysis is a commonly used method which aims to construct a density function of time and frequency to reveal the frequency components in signals and the evolution of the frequency of signals with time. In this paper, the template matching method is applied to detect and sort signals from time-frequency spectrum. To solve the problem of traditional method caused by spectrum leakage in high SNR, we improve the method with dual-Threshold decision. Experiments show that improved method effectively resolve the problem in high SNR, and has the same performance as traditional method in low SNR.

KW - dual-Threshold

KW - signal detection

KW - spectrum leakage

KW - template matching

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U2 - 10.1109/ICEIEC.2017.8076583

DO - 10.1109/ICEIEC.2017.8076583

M3 - Conference contribution

AN - SCOPUS:85035754194

T3 - Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017

SP - 365

EP - 368

BT - Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017

A2 - Wenzheng, Li

A2 - U, Seng-Pan

A2 - Hongdan, Zhu

A2 - Shaowen, Ni

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2017

Y2 - 21 July 2017 through 23 July 2017

ER -

Zhao Q, Zhang Q, Yuan Y. An improved non-cooperative signal detection and extraction method based on template matching. In Wenzheng L, U SP, Hongdan Z, Shaowen N, editors, Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 365-368. 8076583. (Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017). doi: 10.1109/ICEIEC.2017.8076583

An improved non-cooperative signal detection and extraction method based on template matching

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