Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis

Prajoy Podder; MacIej Zawodniok; Sanjay Madria

doi:10.1109/MDM61037.2024.00040

Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis

Missouri University of Science and Technology

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

Original language	English
Title of host publication	Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	165-174
Number of pages	10
ISBN (Electronic)	9798350374551
DOIs	https://doi.org/10.1109/MDM61037.2024.00040
State	Published - 2024
Event	25th IEEE International Conference on Mobile Data Management, MDM 2024 - Brussels, Belgium Duration: Jun 24 2024 → Jun 27 2024

Publication series

Name	Proceedings - IEEE International Conference on Mobile Data Management
ISSN (Print)	1551-6245

Conference

Conference	25th IEEE International Conference on Mobile Data Management, MDM 2024
Country/Territory	Belgium
City	Brussels
Period	6/24/24 → 6/27/24

ASJC Scopus Subject Areas

General Engineering

Keywords

Convolutional Neural Network (CNN)
Deep Neural Network (DNN)
Radio Frequency (RF) signal
unmanned aerial vehicles (UAV)

Access to Document

10.1109/MDM61037.2024.00040

Cite this

Podder, P., Zawodniok, M., & Madria, S. (2024). Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. In Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024 (pp. 165-174). (Proceedings - IEEE International Conference on Mobile Data Management). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MDM61037.2024.00040

Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. / Podder, Prajoy; Zawodniok, MacIej ; Madria, Sanjay.
Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 165-174 (Proceedings - IEEE International Conference on Mobile Data Management).

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

Podder, P, Zawodniok, M & Madria, S 2024, Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. in Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Proceedings - IEEE International Conference on Mobile Data Management, Institute of Electrical and Electronics Engineers Inc., pp. 165-174, 25th IEEE International Conference on Mobile Data Management, MDM 2024, Brussels, Belgium, 6/24/24. https://doi.org/10.1109/MDM61037.2024.00040

Podder P, Zawodniok M , Madria S. Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. In Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 165-174. (Proceedings - IEEE International Conference on Mobile Data Management). doi: 10.1109/MDM61037.2024.00040

Podder, Prajoy ; Zawodniok, MacIej ; Madria, Sanjay. / Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis. Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 165-174 (Proceedings - IEEE International Conference on Mobile Data Management).

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title = "Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis",

keywords = "Convolutional Neural Network (CNN), Deep Neural Network (DNN), Radio Frequency (RF) signal, unmanned aerial vehicles (UAV)",

author = "Prajoy Podder and MacIej Zawodniok and Sanjay Madria",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 25th IEEE International Conference on Mobile Data Management, MDM 2024 ; Conference date: 24-06-2024 Through 27-06-2024",

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Y1 - 2024

KW - Convolutional Neural Network (CNN)

KW - Deep Neural Network (DNN)

KW - Radio Frequency (RF) signal

KW - unmanned aerial vehicles (UAV)

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M3 - Conference contribution

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BT - Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024

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Y2 - 24 June 2024 through 27 June 2024

ER -

Deep Learning for UAV Detection and Classification via Radio Frequency Signal Analysis

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this