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 …

Enhanced PRIM recognition using PRI sound and deep learning techniques

SM Hasani Azhdari, A Mahmoodzadeh, M Khishe… - Plos one, 2024 - journals.plos.org
Pulse repetition interval modulation (PRIM) is integral to radar identification in modern
electronic support measure (ESM) and electronic intelligence (ELINT) systems. Various …

[PDF][PDF] Range and Doppler ambiguity elimination in coherent radar using quasicontinuous signals

NE Bystrov, IN Zhukova, VM Reganov… - Journal of mechanical …, 2017 - researchgate.net
Modern radars use pulse signals with a various repetition rate. The main drawback of
repetitive signals is the range and Doppler ambiguities, caused by multiple peaks in an …

Investigating the effects of destructive factors on pulse repetition interval modulation type recognition using deep convolutional neural networks based on transfer …

M Khodabandeh, A Mahmoodzadeh… - IET Radar, Sonar & …, 2024 - Wiley Online Library
Automation and self‐sufficiency in the complex environment of modern electronic warfare
(EW) are critical and necessary issues in electronic intelligence and support systems to …

Classification of pulse repetition interval modulations using neural networks

PKH Nguyen, HQ Nguyen - 2018 IEEE Symposium Series on …, 2018 - ieeexplore.ieee.org
Repetition Intervals (PRI)-the distances between consecutive times of arrival of radar pulses-
are important characteristics that help identify the emitting source. The recognition of various …

Deep convolutional neural network classifier of pulse repetition interval modulations

M Hekrdla, A Heřmánek - 2019 International Radar Conference …, 2019 - ieeexplore.ieee.org
Electronic support systems obtain valuable information about a pulsed radar through the
analysis of its Pulse Repetition Intervals (PRIs). PRI signal is very agile and undergone …

Blind deinterleaving of signals in time series with self-attention based soft min-cost flow learning

O Can, YZ Gürbüz, B Yıldırım… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
We propose an end-to-end learning approach to address deinterleaving of patterns in time
series, in particular, radar signals. We link signal clustering problem to min-cost flow as an …

Distributed radar PRI sequence classification using K-medoids algorithm and feedforward neural networks

D Zhang, D Ben, C Jiang, Y Yao - 2021 IEEE 5th Information …, 2021 - ieeexplore.ieee.org
Pulse repetition interval (PRI) is an important feature of distributed radar signals. PRI feature
extraction and PRI sequence classification are meaningful in modern electronic warfare …

Deinterleaving for radars with jitter and agile pulse repetition interval

MB Kocamış, O Torun, H Abacı… - 2017 25th Signal …, 2017 - ieeexplore.ieee.org
In an increasingly dense and complex environment identification of the radars by Radar
Warning Receivers (RWR) has utmost importance. In this study the process of obtaining the …

A Genetic Approach to MTI Filter Design with Nonuniform Sampling

A Ghorbani, SM Karbasi… - 2020 IEEE Radar …, 2020 - ieeexplore.ieee.org
In modern radar systems, moving target indicator (MTI) filters are generally used to remove
the echo caused by fixed unwanted targets, as well as signal-dependent interference (ie …