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Radar emitter and activity identification using deep clustering methods

Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, 2019
Current challenges in spectrum monitoring include radar emitter state identification and the ability to detect changes in radar activity. Recently, large labeled datasets and better compute power have led to improvements in the classification performance of deep neural network (DNN) models on structured data like time series and images. The reliance on
Diego Marez   +4 more
openaire   +1 more source

Radar Emitter Signals Identification Based on Gray Relational Cluster Analysis

Advanced Materials Research, 2012
To enhance accurate Deinterleaving and identification rate of radar emitter signals to meet the requirements of modern electronic warfare, a novel method for radar emitter signals identification recognition is presented in this work. Firstly, instantaneous frequencies of radar signals are analyzed.
Si Dong Wu, Zhu Ming, Ke Chang Fu
openaire   +1 more source

An Anti-Multipath Radar Specific Emitter Identification Method

2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC ), 2022
Zhao Liu   +3 more
openaire   +1 more source

Radar Emitter Signal Identification Based on Intra-pulse Features

2022 IEEE 6th Information Technology and Mechatronics Engineering Conference (ITOEC), 2022
Qingang Shi, Jiafen Zhang
openaire   +1 more source

Mutation grey wolf elite PSO balanced XGBoost for radar emitter individual identification based on measured signals

Measurement: Journal of the International Measurement Confederation, 2020
Shiqiang Zhao   +2 more
exaly  

Specific Identification of Radar Emitters Based on Manifold Learning Method

2021 4th International Conference on Information Communication and Signal Processing (ICICSP), 2021
Yiwei Hu   +3 more
openaire   +1 more source

Radar specific emitter identification based on open-selective kernel residual network

Digital Signal Processing, 2023
Xiao Han   +3 more
openaire   +1 more source

New radar emitter identification method

Journal of Image and Graphics, 2020
Xinyu Gao   +3 more
semanticscholar   +1 more source

DBF-Net: A Dynamic Mask-Aware Dual-Branch Fusion Network for Radar Emitter Identification with Variable-Length Sequences

IEEE Transactions on Aerospace and Electronic Systems
Shu-ming Zhuang   +3 more
semanticscholar   +1 more source

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