Strategy Optimization for Range-Velocity Gate Pull-off Jamming

Range-velocity gate pull-off (RVGPO) jamming is an effective electronic countermeasure designed to deceive the advanced radar with joint range-velocity tracking ability. However, the multiplied dimensions of the RVGPO jamming strategy optimization problem pose a challenge in searching for the optimal strategy, which significantly constrains the performance of the RVGPO jamming. In response to this challenge, this article proposes a matching relationship-based RVGPO jamming method. To pass the check of a matching degree from the threat radar, the potential matching relationship between time delays and Doppler shifts is derived. With the assistance of a matching relationship, the solution space requiring exploration is substantially diminished, thereby simplifying the optimization problem for the RVGPO jamming strategy. To achieve effective RVGPO jamming strategies, an improved particle swarm optimization with optimal computing budget allocation scheme-based optimization algorithm is proposed. Finally, Monte Carlo simulations are performed over four typical tracking benchmarks. Simulation results demonstrate the effectiveness and robustness of the proposed algorithm in dealing with the RVGPO jamming strategy optimization problem.

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Publication Details

Journal
IEEE Transactions on Aerospace and Electronic Systems
Published
2024-12-11
DOI
https://doi.org/10.1109/taes.2024.3514593
Citations
5
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
1.64
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article

Strategy Optimization for Range-Velocity Gate Pull-off Jamming

Lingjiang Kong, Tianxian Zhang, Zhijie Ma, Yuanhang Wang
5 citations
IEEE Transactions on Aerospace and Electronic Systems
Smart Grid Security and Resilience
1.64
article

Strategy Optimization for Range-Velocity Gate Pull-off Jamming

Lingjiang Kong, Tianxian Zhang, Zhijie Ma, Yuanhang Wang
article en
5 citations

Abstract

Range-velocity gate pull-off (RVGPO) jamming is an effective electronic countermeasure designed to deceive the advanced radar with joint range-velocity tracking ability. However, the multiplied dimensions of the RVGPO jamming strategy optimization problem pose a challenge in searching for the optimal strategy, which significantly constrains the performance of the RVGPO jamming. In response to this challenge, this article proposes a matching relationship-based RVGPO jamming method. To pass the check of a matching degree from the threat radar, the potential matching relationship between time delays and Doppler shifts is derived. With the assistance of a matching relationship, the solution space requiring exploration is substantially diminished, thereby simplifying the optimization problem for the RVGPO jamming strategy. To achieve effective RVGPO jamming strategies, an improved particle swarm optimization with optimal computing budget allocation scheme-based optimization algorithm is proposed. Finally, Monte Carlo simulations are performed over four typical tracking benchmarks. Simulation results demonstrate the effectiveness and robustness of the proposed algorithm in dealing with the RVGPO jamming strategy optimization problem.

IEEE Transactions on Aerospace and Electronic SystemsVol. 61(2)
University of Electronic Science and Technology of China (CN), Dalian University of Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 15%
Smart Grid Security and Resilience
1.64
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