ADS-B signal detection via time-frequency analysis for radio astronomy applications

Felipe Barboza da Silva; Ediz Cetin; Wallace Alves Martins

doi:10.1109/ISCAS51556.2021.9401201

ADS-B signal detection via time-frequency analysis for radio astronomy applications

Felipe Barboza da Silva^*, Ediz Cetin, Wallace Alves Martins

^*Corresponding author for this work

School of Engineering

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

1 Citation (Scopus)

Abstract

This paper proposes a time-frequency (TF) domain technique for detecting the presence of automatic dependent surveillance-broadcast (ADS-B) interference signals in radio astronomy applications. The proposed technique uses a priori knowledge about the ADS-B signal’s frequency information and compares it with the received signal’s spectrogram time slices via the cosine similarity function. In the presence of ADS-B signals, the similarity levels are higher, whereas in their absence the levels are lower. Hence, the proposed approach exploits this to detect the presence of such signals. Simulation results using signals from the Parkes radio telescope show the efficacy of the proposed method in detecting the presence of ADS-B signals when compared with other classic detectors.

Original language	English
Title of host publication	2021 IEEE International Symposium on Circuits and Systems (ISCAS)
Subtitle of host publication	proceedings
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Number of pages	4
ISBN (Electronic)	9781728192017, 9781728192000
ISBN (Print)	9781728192024
DOIs	https://doi.org/10.1109/ISCAS51556.2021.9401201
Publication status	Published - 2021
Event	2021 IEEE International Symposium on Circuits and Systems - Daegu, Korea, Republic of Duration: 22 May 2021 → 28 May 2021

Publication series

Name
ISSN (Print)	0271-4302
ISSN (Electronic)	2158-1525

Conference

Conference	2021 IEEE International Symposium on Circuits and Systems
Abbreviated title	ISCAS
Country/Territory	Korea, Republic of
City	Daegu
Period	22/05/21 → 28/05/21

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10.1109/ISCAS51556.2021.9401201

Cite this

@inproceedings{5f8b4468a4834ba294152712ea3650b9,

title = "ADS-B signal detection via time-frequency analysis for radio astronomy applications",

abstract = "This paper proposes a time-frequency (TF) domain technique for detecting the presence of automatic dependent surveillance-broadcast (ADS-B) interference signals in radio astronomy applications. The proposed technique uses a priori knowledge about the ADS-B signal{\textquoteright}s frequency information and compares it with the received signal{\textquoteright}s spectrogram time slices via the cosine similarity function. In the presence of ADS-B signals, the similarity levels are higher, whereas in their absence the levels are lower. Hence, the proposed approach exploits this to detect the presence of such signals. Simulation results using signals from the Parkes radio telescope show the efficacy of the proposed method in detecting the presence of ADS-B signals when compared with other classic detectors.",

author = "{Barboza da Silva}, Felipe and Ediz Cetin and Martins, {Wallace Alves}",

year = "2021",

doi = "10.1109/ISCAS51556.2021.9401201",

language = "English",

isbn = "9781728192024",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

booktitle = "2021 IEEE International Symposium on Circuits and Systems (ISCAS)",

address = "United States",

note = "2021 IEEE International Symposium on Circuits and Systems, ISCAS ; Conference date: 22-05-2021 Through 28-05-2021",

}

Barboza da Silva, F, Cetin, E & Martins, WA 2021, ADS-B signal detection via time-frequency analysis for radio astronomy applications. in 2021 IEEE International Symposium on Circuits and Systems (ISCAS): proceedings. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 2021 IEEE International Symposium on Circuits and Systems, Daegu, Korea, Republic of, 22/05/21. https://doi.org/10.1109/ISCAS51556.2021.9401201

ADS-B signal detection via time-frequency analysis for radio astronomy applications. / Barboza da Silva, Felipe; Cetin, Ediz; Martins, Wallace Alves.
2021 IEEE International Symposium on Circuits and Systems (ISCAS): proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2021.

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

TY - GEN

T1 - ADS-B signal detection via time-frequency analysis for radio astronomy applications

AU - Barboza da Silva, Felipe

AU - Cetin, Ediz

AU - Martins, Wallace Alves

PY - 2021

Y1 - 2021

N2 - This paper proposes a time-frequency (TF) domain technique for detecting the presence of automatic dependent surveillance-broadcast (ADS-B) interference signals in radio astronomy applications. The proposed technique uses a priori knowledge about the ADS-B signal’s frequency information and compares it with the received signal’s spectrogram time slices via the cosine similarity function. In the presence of ADS-B signals, the similarity levels are higher, whereas in their absence the levels are lower. Hence, the proposed approach exploits this to detect the presence of such signals. Simulation results using signals from the Parkes radio telescope show the efficacy of the proposed method in detecting the presence of ADS-B signals when compared with other classic detectors.

AB - This paper proposes a time-frequency (TF) domain technique for detecting the presence of automatic dependent surveillance-broadcast (ADS-B) interference signals in radio astronomy applications. The proposed technique uses a priori knowledge about the ADS-B signal’s frequency information and compares it with the received signal’s spectrogram time slices via the cosine similarity function. In the presence of ADS-B signals, the similarity levels are higher, whereas in their absence the levels are lower. Hence, the proposed approach exploits this to detect the presence of such signals. Simulation results using signals from the Parkes radio telescope show the efficacy of the proposed method in detecting the presence of ADS-B signals when compared with other classic detectors.

UR - http://www.scopus.com/inward/record.url?scp=85111986156&partnerID=8YFLogxK

U2 - 10.1109/ISCAS51556.2021.9401201

DO - 10.1109/ISCAS51556.2021.9401201

M3 - Conference proceeding contribution

SN - 9781728192024

BT - 2021 IEEE International Symposium on Circuits and Systems (ISCAS)

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 2021 IEEE International Symposium on Circuits and Systems

Y2 - 22 May 2021 through 28 May 2021

ER -

ADS-B signal detection via time-frequency analysis for radio astronomy applications

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