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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 13 | Issue 12 | Month- December 2025
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Published Paper Details:
Paper Title
AI BASED RF JAMMING AND MITIGATION
Authors
Kruthika V H, Gagana M Aradhyamatt, Bharat K, Bhuvan S, Dr. Sujay Routh
Keywords
Keywords - Software Defined Radio, Artificial Intelligence, Jamming Simulation, Cognitive Radio, Machine Learning, RF Interference, Web Dashboard.
Abstract
This paper presents the design and implementation of an intelligent RF signal generation and jamming simulation system using Software Defined Radio (SDR) integrated with artificial intelligence (AI) and a web-based visualization dashboard. The system simulates real-time jamming scenarios, detects interference patterns using machine learning algorithms, and autonomously executes recovery actions. The framework employs, GNU Radio software, and a Random Forest classifier achieving 97.5% accuracy in interference classification. A React-based web dashboard provides live signal spectrum, waveform, and recovery visualization. This integrated SDR-AI architecture demonstrates real-time cognitive communication capabilities and serves as a platform for research, education, and defencegrade anti-jamming solutions.
IJCRT's Publication Details
Unique Identification Number - IJCRT2512356
Paper ID - 298657
Page Number(s) - d39-d45
Pubished in - Volume 13 | Issue 12 | December 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Kruthika V H, Gagana M Aradhyamatt, Bharat K, Bhuvan S, Dr. Sujay Routh, "AI BASED RF JAMMING AND MITIGATION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 12, pp.d39-d45, December 2025, Available at :http://www.ijcrt.org/papers/IJCRT2512356.pdf
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Volume 13 | Issue 12
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December 2025
Volume 13 | Issue 12
Last Date :
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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