Explainable AI for Spectrum Sensing

Varun Magotra; Sirani M. Perera; Arjuna Madanayake; Houbing Herbert Song

doi:10.1109/ICCCN65249.2025.11133914

Explainable AI for Spectrum Sensing

Varun Magotra
, Sirani M. Perera
, Arjuna Madanayake
, Houbing Herbert Song

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

Original language	English
Title of host publication	ICCCN 2025 - 34th International Conference on Computer Communications and Networks
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331508982
DOIs	https://doi.org/10.1109/ICCCN65249.2025.11133914
State	Published - 2025
Externally published	Yes
Event	34th International Conference on Computer Communications and Networks, ICCCN 2025 - Tokyo, Japan Duration: Aug 4 2025 → Aug 7 2025

Publication series

Name	Proceedings - International Conference on Computer Communications and Networks, ICCCN
ISSN (Print)	1095-2055

Conference

Conference	34th International Conference on Computer Communications and Networks, ICCCN 2025
Country/Territory	Japan
City	Tokyo
Period	8/4/25 → 8/7/25

ASJC Scopus Subject Areas

Software
Hardware and Architecture
Computer Networks and Communications

Keywords

AI
CNN
Deep Learning
Real Time Spectral Sensing
Zero-Bias

Access to Document

10.1109/ICCCN65249.2025.11133914

Cite this

Magotra, V., Perera, S. M., Madanayake, A., & Song, H. H. (2025). Explainable AI for Spectrum Sensing. In ICCCN 2025 - 34th International Conference on Computer Communications and Networks (Proceedings - International Conference on Computer Communications and Networks, ICCCN). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCCN65249.2025.11133914

Explainable AI for Spectrum Sensing. / Magotra, Varun; Perera, Sirani M.; Madanayake, Arjuna et al.
ICCCN 2025 - 34th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 2025. (Proceedings - International Conference on Computer Communications and Networks, ICCCN).

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

Magotra, V, Perera, SM, Madanayake, A & Song, HH 2025, Explainable AI for Spectrum Sensing. in ICCCN 2025 - 34th International Conference on Computer Communications and Networks. Proceedings - International Conference on Computer Communications and Networks, ICCCN, Institute of Electrical and Electronics Engineers Inc., 34th International Conference on Computer Communications and Networks, ICCCN 2025, Tokyo, Japan, 8/4/25. https://doi.org/10.1109/ICCCN65249.2025.11133914

@inproceedings{f6feebfc9f3e4b35992a06fb9d9ac6b2,

title = "Explainable AI for Spectrum Sensing",

keywords = "AI, CNN, Deep Learning, Real Time Spectral Sensing, Zero-Bias",

author = "Varun Magotra and Perera, \{Sirani M.\} and Arjuna Madanayake and Song, \{Houbing Herbert\}",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 34th International Conference on Computer Communications and Networks, ICCCN 2025 ; Conference date: 04-08-2025 Through 07-08-2025",

year = "2025",

doi = "10.1109/ICCCN65249.2025.11133914",

language = "English",

series = "Proceedings - International Conference on Computer Communications and Networks, ICCCN",

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

booktitle = "ICCCN 2025 - 34th International Conference on Computer Communications and Networks",

}

TY - GEN

T1 - Explainable AI for Spectrum Sensing

AU - Magotra, Varun

AU - Perera, Sirani M.

AU - Madanayake, Arjuna

AU - Song, Houbing Herbert

PY - 2025

Y1 - 2025

KW - AI

KW - CNN

KW - Deep Learning

KW - Real Time Spectral Sensing

KW - Zero-Bias

UR - https://www.scopus.com/pages/publications/105016179983

UR - https://www.scopus.com/pages/publications/105016179983#tab=citedBy

U2 - 10.1109/ICCCN65249.2025.11133914

DO - 10.1109/ICCCN65249.2025.11133914

M3 - Conference contribution

AN - SCOPUS:105016179983

T3 - Proceedings - International Conference on Computer Communications and Networks, ICCCN

BT - ICCCN 2025 - 34th International Conference on Computer Communications and Networks

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 34th International Conference on Computer Communications and Networks, ICCCN 2025

Y2 - 4 August 2025 through 7 August 2025

ER -

Explainable AI for Spectrum Sensing

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this