Attention-based radar PRI modulation recognition with recurrent neural networks

X Li, Z Liu, Z Huang - IEEE Access, 2020 - ieeexplore.ieee.org
Analyzing radar signals is a critical task in modern Electronic Warfare (EW) environments.
However, the pulse streams emitted by radars have flexible features and complex patterns …

A unified method for deinterleaving and PRI modulation recognition of radar pulses based on deep neural networks

JW Han, CH Park - IEEE Access, 2021 - ieeexplore.ieee.org
In the modern electronic warfare signal environment, multiple radar signals of high density
are mixed and received, and separating them into signals for each emitter is an essential …

Deep ToA mask-based recursive radar pulse deinterleaving

H Xiang, F Shen, J Zhao - IEEE Transactions on Aerospace …, 2022 - ieeexplore.ieee.org
In a complex electromagnetic environment, multiple radar signals of various modes are
densely interleaved. In this environment, radar parameters overlap seriously and change …

Joint recognition and parameter estimation of cognitive radar work modes with LSTM-transformer

Z Zhang, M Zhu, Y Li, Y Li, S Wang - Digital Signal Processing, 2023 - Elsevier
The recent developed cognitive radars can implement flexible work modes with
programmable modulation types and optimized modulating values for each mode definition …

Automatic recognition of pulse repetition interval modulation using temporal convolutional network

A Dadgarnia, MT Sadeghi - IET Signal Processing, 2021 - Wiley Online Library
Abstract Pulse Repetition Interval (PRI) modulation recognition is a key issue in radar
identification process in modern electronic intelligent (ELINT) and electronic support …

An improved algorithm for PRI modulation recognition

Y Liu, Q Zhang - 2017 IEEE International Conference on Signal …, 2017 - ieeexplore.ieee.org
In modern electronic warfare, it is a severe challenge for the Electronic Support Measure
(ESM) system to realize the recognition of the threat radiation source, the modulation of the …

[PDF][PDF] A wavelet-based feature set for recognizing pulse repetition interval modulation patterns

K Gencol, N At, A Kara - Turkish Journal of Electrical …, 2016 - journals.tubitak.gov.tr
This paper presents a new feature set for the problem of recognizing pulse repetition interval
(PRI) modulation patterns. The recognition is based upon the features extracted from the …

Robust pulse repetition interval (PRI) classification scheme under complex multi emitter scenario

UI Ahmed, T ur Rehman, S Baqar… - … microwave and radar …, 2018 - ieeexplore.ieee.org
The research is focused on the Pulse Repetition Interval (PRI) Classification of radar data
received by an Electronic Intelligence (ELINT) Platform. Pre-sorted on the basis of basic …

A new method for detection of complex pulse repetition interval modulations

M Keshavarzi, AM Pezeshk… - 2012 IEEE 11th …, 2012 - ieeexplore.ieee.org
In an electronic warfare environment, an electronic support system receives signals emitted
by different radars. One of the key tasks in an electronic support system is detection of Pulse …

Correlation based classification of complex PRI modulation types

F Katsilieris, S Apfeld, A Charlish - 2017 Sensor Signal …, 2017 - ieeexplore.ieee.org
Classification of the pulse repetition interval (PR!) modulation type is an important task in
electronic warfare. Correct determination of an emitter's PR! modulation provides significant …