Intrapulse Forwarding Jamming Detection and Identification Framework for Airborne Radar System Under Clutter Environment
- 22 July 2025
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. 61 (6) , 15900-15917
Abstract
Accurate jamming detection and identification (JDI) are essential prerequisites to effectively implement anti-jamming measures. However, the significant mainlobe clutter complicates JDI in airborne radar systems, limiting the improvement of jamming-to-clutter ratio. To address the issues of intra-pulse forwarding jamming (IPFJ) detection and identification under clutter environments, this paper proposes a JDI framework based on mismatched filtering and difference cosine similarity test (DCST). The proposed framework comprises three stages: mismatched filtering, data deviation factor (DDF)-based detection and DCST-based identification. Firstly, the mismatched filter is designed to suppress the energy of target and clutter. Specifically, the filter coefficients are designed to be orthogonal to the radar signal. After mismatched filtering, IPFJ detection is performed through DDF, and the echo corresponding to the IPFJ's Doppler frequency is extracted. Subsequently, DCST is employed to match the jamming template, thereby achieving the jamming identification. Finally, digital simulations and comparative experiments are conducted to confirm the reliability of the framework. The proposed method achieves a $C$ factor below 0.1 at a jamming-to-clutter-plus-noise ratio (JCNR) of -22dB, indicating superior detection performance. Furthermore, it attains an identification accuracy exceeding 90% for JCNR below -19dB, outperforming other methods by 30%.Keywords
Funding Information
- National Natural Science Foundation of China (62101099, U24B20188)
- China Postdoctoral Science Foundation (2021M690558, 2022T150100)
- Natural Science Foundation of Sichuan Province (2025ZNSFSC1428)
- Aeronautical Science Foundation of China (2022Z017080001)
This publication has 47 references indexed in Scilit:
- Interrupted sampling repeater jamming recognition and suppression based on phase-coded signal processingSignal Processing, 2022
- C&I Jamming Technology Based on Frequency Diverse Array AntennaJournal of Physics: Conference Series, 2021
- A Hybrid Time Frequency Response and Fuzzy Decision Tree for Non-stationary Signal Analysis and Pattern RecognitionInternational Journal of Automation and Computing, 2018
- Parameter estimation and suppression for DRFM‐based interrupted sampling repeater jammerIET Radar, Sonar & Navigation, 2018
- Detection of Spoofing Attack using Machine Learning based on Multi-Layer Neural Network in Single-Frequency GPS ReceiversJournal of Navigation, 2017
- Active jamming suppression based on transmitting array designation for colocated multiple‐input multiple‐output radarIET Radar, Sonar & Navigation, 2016
- A data-driven threshold for wavelet sliding window denoising in mechanical fault detectionScience China Technological Sciences, 2014
- Jamming de-chirping radar using interrupted-sampling repeaterScience China Information Sciences, 2011
- Mathematic principles of interrupted-sampling repeater jamming (ISRJ)Science China Information Sciences, 2007
- Ocean-clutter model for high-frequency radarIEEE Journal of Oceanic Engineering, 1991