Dual‐labelled multi‐Bernoulli filter based on specific emitter identification
IET Radar, Sonar & NavigationIn complex electromagnetic environments, airborne passive bistatic radar encounters the challenge of associating emitters with measurements for multi‐target tracking.
Xin Guan, Yu Lu
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Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators
IEEE Access, 2019 Specific Emitter Identification is the association of a received signal to a unique emitter, and is made possible by the naturally occurring and unintentional characteristics an emitter imparts onto each transmission, known as its radio frequency ...
Lauren J. Wong +2 more
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Specific Emitter Identification Based on Progressive Self-training Open Set Domain Adaptation [PDF]
Jisuanji kexueAiming at the problem that the specific emitter identification model trained in the closed set scene will suffer from the degradation of the known class recognition performance and the error of the new class recognition when deployed in the environmental
ZHANG Taotao, XIE Jun, QIAO Pingjuan
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RIS-Assisted Wireless Link Signatures for Specific Emitter Identification
IEEE Transactions on Wireless CommunicationsThe physical layer authentication (PLA) is a promising technology which can enhance the access security of a massive number of devices in the near future. In this paper, we propose a reconfigurable intelligent surface (RIS)-assisted PLA system, in which the legitimate transmitter can customize the channel fingerprints during PLA by controlling the ON ...
Ning Gao 0001 +6 more
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Specific Emitter Identification Based on Ensemble Neural Network and Signal Graph
Applied Sciences, 2022 Specific emitter identification (SEI) is a technology for extracting fingerprint features from a signal and identifying the emitter. In this paper, the author proposes an SEI method based on ensemble neural networks (ENN) and signal graphs, with the ...
Chenjie Xing +4 more
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Arbitrarily Accurate Classification Applied to Specific Emitter Identification
, 2022 <p>This article introduces a method of evaluating subsamples until any prescribed level of classification accuracy is attained, thus obtaining arbitrary accuracy. A logarithmic reduction in error rate is obtained with a linear increase in sample count.
Michael Kleder (14130735)
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Radar emitter identification based on unintentional phase modulation on pulse characteristic [PDF]
Tongxin xuebao, 2020 Aiming at the problem of poor performance of the classification model in the case of unintentional phase modulation on pulse (UPMOP) to achieve radar specific emitter identification,a method for radar specific emitter identification with long and short ...
Xin QIN +3 more
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Transfer Learning-Based Specific Emitter Identification for ADS-B over Satellite System
Remote SensingIn future aviation surveillance, the demand for higher real-time updates for global flights can be met by deploying automatic dependent surveillance–broadcast (ADS-B) receivers on low Earth orbit satellites, capitalizing on their global coverage and ...
Mingqian Liu +4 more
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Fractal Features of Specific Emitter Identification
Acta Physica Polonica A, 2013 This article presents the issues connected with emitter sources identification with low distinctive primary features of a signal. It is a specific type of identification called specific emitter identification, which distinguishes different copies of the ...
J. Dudczyk, A. Kawalec
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Specific emitter identification using geometric features of frequency drift curve [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2018 Specific emitter identification (SEI) is a technique for recognizing different emitters of the same type which have the same modulation parameters. Using only the classic modulation parameters for recognition, one cannot distinguish different emitters of
Y. Zhao, Y. Li, L. Wui, J. Zhang
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