@inproceedings{2e075506bbe1430aa0a7b07d6f4bb841,
title = "A data-driven parameter estimate method for interrupted sampling repeater jamming signal",
abstract = "Interrupted sampling repeater jamming (ISRJ) is highly coherent with radar signals and can produce a significant false target jamming effect, which severely affects radar detection. To achieve jamming signal reconstruction and suppression, this paper proposes a data-driven parameter estimation method based on the feature analysis of the jamming signal. The method uses the neural network based on the gated recurrent units (GRU) to extract the temporal and frequency domain characteristics of the radar received signal contaminated by jamming, and combines it with the jamming envelope to estimate the jamming sampling pulse signal. Simulation analysis validates the effectiveness and expected estimation accuracy of the proposed method.",
keywords = "gated recurrent units, Interrupted sampling repeater jamming, sampling pulse signal, signal parameter estimation",
author = "Yu Zhou and Ronggang Cao and Anqi Zhang and Ping Li",
note = "Publisher Copyright: {\textcopyright} 2024 SPIE.; 4th International Conference on Signal Image Processing and Communication, ICSIPC 2024 ; Conference date: 17-05-2024 Through 19-05-2024",
year = "2024",
doi = "10.1117/12.3040972",
language = "English",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
publisher = "SPIE",
editor = "Xianye Ben and Lei Chen",
booktitle = "Fourth International Conference on Signal Image Processing and Communication, ICSIPC 2024",
address = "United States",
}