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Research on Radar Emitter Identification Algorithm Based on Coupled Recurrent Network
2023 3rd International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI), 2023This article analyzes the operational characteristics of two deep learning algorithms, Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN), and proposes a radar radiation source recognition method based on Coupled Recurrent Network (CRN)
Mingyue Feng +4 more
semanticscholar +1 more source
A Multi-Kemel Discriminant Analysis Framework for Specific Radar Emitter Identification
ACM Cloud and Autonomic Computing Conference, 2021Specific radar emitter identification, a.k.a. radar emitter individual identification, plays a momentous role in modern electronic countermeasures. This paper concentrates on the multiple kernel learning (MKL)-based multi-feature fusion methodology, and ...
Ya Shi +5 more
semanticscholar +1 more source
IET Radar, Sonar & Navigation
To address the challenges of ‘high‐density interference’ and ‘multi‐mode parameter agility’ in Radar Emitter Identification (REI) under complex electromagnetic environments, as well as the limitations of existing models‐pulse sequence models have weak ...
Chen Zhao, Hong-lei Qin, Rong-ling Lang
semanticscholar +1 more source
To address the challenges of ‘high‐density interference’ and ‘multi‐mode parameter agility’ in Radar Emitter Identification (REI) under complex electromagnetic environments, as well as the limitations of existing models‐pulse sequence models have weak ...
Chen Zhao, Hong-lei Qin, Rong-ling Lang
semanticscholar +1 more source
SNR-Aware Contrastive Meta-Learning for Few-Shot Radar Emitter Identification
2025 11th International Conference on Computer and Communications (ICCC)Radar fingerprint identification (RFI) exploits intrinsic hardware impairments in radar transmitters to enable device-specific recognition. Although deep learning-based methods have shown promise in this domain, their reliance on large labeled datasets ...
Asim Saleem +2 more
semanticscholar +1 more source
Design and Implementation of Radar Emitter Identification System based on K-Nearest Neighbor
IEEE Advanced Information Technology, Electronic and Automation Control ConferenceWhen detecting radar targets, we need to infer the specific type of radar the target is by obtaining the feature data, such as a certain type of aircraft loaded radar.
Zhenhao Chen +4 more
semanticscholar +1 more source
IEEE Transactions on Aerospace and Electronic Systems
Specific radar emitter identification enables precise radio fingerprint authentication, serving as a linchpin technology for secure 6G near-field battlefield networks.
Zhengwei Xu +5 more
semanticscholar +1 more source
Specific radar emitter identification enables precise radio fingerprint authentication, serving as a linchpin technology for secure 6G near-field battlefield networks.
Zhengwei Xu +5 more
semanticscholar +1 more source
Analysis of measured radar data for Specific Emitter Identification
2010 IEEE Radar Conference, 2010Measured radar data assisted in the successful development and implementation of Specific Emitter Identification (SEI) signal processing algorithms. The aim of the algorithm is the identification of a specific emitter within a single class of emitters.
Mariette Conning, Ferdie Potgieter
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Radar Specific Emitter Identification Using Carrier Frequency Feature
2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), 2019Radar Specific Emitter Identification (SEI) technology extracts individual features from received pulses to distinguish radar emitters of the same kind. In this paper, we first analyze the mechanism of carrier frequency feature caused by radar transmitters, realizing that the carrier frequency offset is unavoidable and unique to individual emitters ...
Yao Qun, Chai Heng, Gao Moyun
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Specific radar emitter identification based on a digital channelized receiver
2012 5th International Congress on Image and Signal Processing, 2012For recognition of individual characteristics of radar emitter in a complex electromagnetic environment, we propose a new thinking of using digital channelized receiver to receive the Intermediate Frequency(IF) radar signal, and considering the extracted front edge waveform of pulse envelop of radar signal as the individual characteristics of emitter ...
Haiqing Jiang, Wenshuo Guan, Lan Ai
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Radar emitter individual identification
International Conference on Computational Modeling, Simulation, and Data Analysis (CMSDA 2021), 2022Haiyu Yang +4 more
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