Results 31 to 40 of about 31,814 (175)

Weak Labeling-specific Emitter Identification Algorithm Based on the Weakly Supervised Wav-KAN Network [PDF]

open access: yesLeida xuebao
Most existing specific emitter identification technologies rely on supervised learning, making them unsuitable for scenarios with label loss due to factors such as the acquisition environment (e.g., weather conditions, terrain, obstacles, and ...
Kangsheng LIU   +5 more
doaj   +2 more sources

Transfer learning method for specific emitter identification based on pseudo‐labelling and meta‐learning

open access: yesIET Radar, Sonar & Navigation
Specific emitter identification (SEI) represents a prominent research direction within the electronic countermeasures domain aimed at discerning carrier identity attributes by analysing subtle radar characteristics.
Qing Ling   +4 more
doaj   +2 more sources

A Unified Method for Deinterleaving and PRI Modulation Recognition of Radar Pulses Based on Deep Neural Networks

open access: yesIEEE Access, 2021
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 step for emitter identification. Each radar has its own pulse repetition
Jin-Woo Han, Cheong Hee Park
doaj   +1 more source

Radar Emitter Identification Based on Fully Connected Spiking Neural Network

open access: yesJournal of Physics: Conference Series, 2021
In the face of the increasing complex electromagnetic environment and new radar system, it is difficult to extract radar emitter characteristics based on manual mode to meet requirements of modern cognitive electronic warfare.
Li Wei   +3 more
semanticscholar   +1 more source

Experimental Study of Maritime Moving Target Detection Using Hitchhiking Bistatic Radar

open access: yesRemote Sensing, 2022
Hitchhiking bistatic radar system takes the direct wave signal that is transmitted by the non-cooperative radar emitter as the reference to detect and analyze the target echo signal, so as to realize the positioning and tracking of the target. This radar
Jie Song   +3 more
doaj   +1 more source

Radar Emitter Identification Based on Stacked Long and Short Term Memory

open access: yesDEStech Transactions on Materials Science and Engineering, 2021
. With the increasing complexity of electromagnetic environment and the rising of operating patterns of new radars, emitter identification is becoming more and more difficult.
L. Meng, Wei Qu, Kai Cai
semanticscholar   +1 more source

Radar Signals Intrapulse Modulation Recognition Using Phase-Based STFT and BiLSTM

open access: yesIEEE Access, 2022
The goal of radar emitter recognition (RER) is to extract the features of the received emitter signal. This has become a critical issue as new radar types are emerging, and the electromagnetic environment is becoming denser and more complex.
Sidra Ghayour Bhatti, Aamer Iqbal Bhatti
doaj   +1 more source

A Review of Specific Emitter Identification Based on Phase Space Reconstruction

open access: yesLeida xuebao, 2023
Specific Emitter Identification (SEI), originated from identifying radar systems, is to extract fingerprint features from the intercepted signals for recognizing emitter identifies.
Yurui ZHAO, Zhitao HUANG, Xiang WANG
doaj   +1 more source

Research on modern radar emitter modelling technique under complex electromagnetic environment

open access: yesThe Journal of Engineering, 2019
Since many modern multi-functional radars emitting dense complex signals are applied in the complex electromagnetic environment, it is challenge to classify and identify the radar emitters in the electronic reconnaissance field.
Chunhong Zhang   +4 more
doaj   +1 more source

ELM-Based Discriminant Auto-Encoder and Multi-Kernel Fusion for Radar Specific Emitter Identification

open access: yesIEEE Access, 2023
Radar specific emitter identification (SEI) distinguishes different radar emitters, which is the research hotspot in the fields of electronic countermeasures and intelligence reconnaissance.
Ya Shi   +4 more
doaj   +1 more source

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