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A New Method of Specific Emitter Identification
2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), 2019Specific Emitter Identification (SEI) techniques have been widely used as a tool of spectrum management operation to enhance the security by matching the received signal with the specific emitter. However, there are few methods focusing on the unintentional modulation (UIM) of signals.
Liting Sun +5 more
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Neural network application for emitter identification
2017 18th International Radar Symposium (IRS), 2017A common function of Electronic Support Measures (ESM) system is a threat detection in the electromagnetic environment and the area surveillance so as to determine the identity of surrounding emitters. The paper presents the application of neural networks as a new way to cluster and classify radar signals in the reconnaissance systems.
Jan Matuszewski +1 more
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Specific Emitter Identification Based on Feature Selection
2019For the high dimension of fingerprint feature set in the process of specific emitter identification (SEI), feature selection method is utilized to reduce the feature dimension and improve individual recognition rate. This paper adopted the filter feature selection in four ways: MIFS, mRMR, CMIM, and JMIM fingerprint feature set of high-dimensional ...
Yingsen Xu, Shilian Wang, Luxi Lu
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A vector neural network for emitter identification
IEEE Transactions on Antennas and Propagation, 2002This paper proposes a three-layer vector neural network (VNN) with a supervised learning algorithm suitable for signal classification in general, and for emitter identification (EID) in particular. The VNN can accept interval-value input data as well as scalar input data.
null Ching-Sung Shieh +1 more
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Method of Empirical Mode Decomposition in Specific Emitter Identification
Wireless Personal Communications, 2017RF fingerprint (RFF) extraction is a fundamental issue of specific emitter identification (SEI). In most of current SEI techniques, the extracted RFFs are adversely affected by other components. This paper introduces a novel SEI system for the common communication signals.
Jiang-Hai Liang +2 more
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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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Nonlinearity Estimation for Specific Emitter Identification in Multipath Channels
IEEE Transactions on Information Forensics and Security, 2011We present a radio frequency (RF) front-end nonlinearity estimator that is based on the knowledge of a training sequence to perform specific emitter identification (SEI), which discerns radio emitters of interest. Design and fabrication variations provide unique signal signatures for each emitter, and we extract those characteristics through the ...
Ming-Wei Liu, John F. Doherty
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Specific Emitter Identification Based on Eye Diagram
2021 IEEE 21st International Conference on Communication Technology (ICCT), 2021Chentao Cun, Tianyun Li, Jiawei Zhu
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Specific Emitter Identification Via Multiple Distorted Receivers
2019 IEEE International Conference on Communications Workshops (ICC Workshops), 2019Specific emitter identification (SEI) is a technique that identifies different emitters based on specific characteristics of each individual emitter, which finds broad applications in wireless communication authentication, radio monitoring, electromagnetic environment sensing, and information warfare.
Boxiang He +3 more
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Specific Emitter Identification via Contrastive Learning
IEEE Communications Letters, 2023Zitao Wu, Fanggang Wang 0001, Boxiang He
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