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Radar Deception Jamming Identification Based on Multi-dimensional Feature Extraction

  • Lin Du
  • , Feng Li*
  • , Xuanzhi He
  • , Yang Li
  • *Corresponding author for this work
  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the advancement of electronic technology, Digital Radio Frequency Memory (DRFM) jammers are capable of generating highly realistic active deception jamming signals that closely mimic radar transmission signals, severely disrupting our radar systems' ability to track real targets. To address this issue, this paper analyzes the differences in scattering point angle characteristics and polarization characteristics between target echoes and deception jamming. We propose a radar deception jamming identification method based on multi-dimensional feature extraction. This method calculates and analyzes features from multiple sets of measured radar data, obtaining jamming clustering thresholds for each feature. Based on these thresholds, we can distinguish between the jamming and the target The method maintains excellent recognition performance even under low jamming-to-noise ratios (JNR). Experimental results demonstrate the effectiveness of our proposed method.

Original languageEnglish
Title of host publicationIEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331515669
DOIs
Publication statusPublished - 2024
Event2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024 - Zhuhai, China
Duration: 22 Nov 202424 Nov 2024

Publication series

NameIEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024

Conference

Conference2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
Country/TerritoryChina
CityZhuhai
Period22/11/2424/11/24

Keywords

  • Dense false target jamming
  • Feature extraction
  • Radar jamming identification

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