Results 11 to 20 of about 269 (215)
Transferring Learned Behaviors between Similar and Different Radios [PDF]
SensorsTransfer learning (TL) techniques have proven useful in a wide variety of applications traditionally dominated by machine learning (ML), such as natural language processing, computer vision, and computer-aided design.
Braeden P. Muller +3 more
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Resource-Constrained Specific Emitter Identification Based on Efficient Design and Network Compression [PDF]
SensorsSpecific emitter identification (SEI) methods based on deep learning (DL) have effectively addressed complex, multi-dimensional signal recognition tasks by leveraging deep neural networks.
Mengtao Wang +3 more
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A Review of Specific Emitter Identification Based on Phase Space Reconstruction
Leida 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
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Carrier Leakage Estimation Method for Cross-Receiver Specific Emitter Identification
IEEE Access, 2021 Specific emitter identification (SEI) technology uses fingerprint features originated from the emitter imperfections to identify the transmitting devices.
Mengkai Shi +2 more
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IEEE Access, 2021 As a critical technology in both civil and military fields, specific emitter identification (SEI) can identify signal sources according to their various features.
Qin Zhang, Yu Guo, Zhengyu Song
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Deep adversarial neural network for specific emitter identification under varying frequency [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2021 Specific emitter identification (SEI) is the process of identifying individual emitters by analyzing the radio frequency emissions, based on the fact that each device contains unique hardware imperfections. While the majority of previous research focuses
Keju Huang +3 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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On the Identification Accuracy of the I/Q Imbalance-Based Specific Emitter Identification
IEEE Access, 2023 Specific emitter identification (SEI) is a powerful technique that identifies different emitters utilizing the features generated from hardware imperfections.
Yun Niu +4 more
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Specific Emitter Identification Based on Software-Defined Radio and Decision Fusion
IEEE Access, 2021 Specific emitter identification (SEI) uses the unintentional modulation information carried by the emitter waveform, i.e., radio frequency fingerprints, to realize the matching identification of the received signal and its corresponding emitter.
Kaiwen Tan +4 more
doaj +1 more source