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On Radio Frequency Fingerprint Identification for DSSS Systems in Low SNR Scenarios [PDF]
Radio frequency fingerprint (RFF) is an intrinsic hardware characteristic and has been employed for device identification. Its application in low signal-to-noise-ratio (SNR) has never been explored because its identification performance is greatly ...
Yuexiu Xing, Aiqun Hu, Junqing Zhang
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Radio Frequency Fingerprint Identification Based on Transfer Learning
2021 IEEE/CIC International Conference on Communications in China (ICCC), 2021Given the current radio frequency(RF) fingerprint identification methods based on deep learning, there is a problem of poor recognition performance in the scene of RF fingerprint offset. This paper designs an Internet of Things (IoT) devices identification system based on software defined radio(SDR) and transfer learning (TL) technology.
Lvdong Chen +3 more
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Design of a Robust Radio-Frequency Fingerprint Identification Scheme for Multimode LFM Radar [PDF]
Radar is an indispensable part of the Internet of Things (IoT). Specific emitter identification is essential to identify the legitimate radars and, more importantly, to reject the malicious radars.
Yuexiu Xing, Aiqun Hu, Junqing Zhang
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Channel2Channel: Toward Robust Radio Frequency Fingerprint Extraction and Identification [PDF]
In radio frequency fingerprint identification (RFFI) systems, mitigating channel interference remains a critical challenge. This paper introduces a robust RFFI system to tackle this issue effectively.
Lingnan Xie +5 more
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Design and Implementation of a Radio Frequency Fingerprint Identification System
2022 4th International Conference on Intelligent Information Processing (IIP), 2022Haonan Zeng, Yuelei Xie
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In recent years, Dedicated Short-Range Communication (DSRC) vehicle interconnection technology has achieved mature development and broad applications, which is the key Vehicle to Everything (V2X) technology to realize transport intelligence. However, the
Tianshu Chen, Aiqun Hu, Hu Aiqun
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Wavelet Fingerprinting of Radio-Frequency Identification (RFID) Tags
IEEE Transactions on Industrial Electronics, 2012Unintentional modulations of the electromagnetic signal of radio-frequency (RF) emitters are used to identify individual sources of signals as unique from emitters of the same type in a procedure known as RF fingerprinting. It allows for the identification and tracking of physical threats, prevention of unauthorized access, and detecting cloning of ...
Crystal Bertoncini +3 more
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Biometric Fingerprints Based Radio Frequency Identification
2005In recent years, Radio Frequency Identification procedures have become very popular in various aspects of life. Radio frequency identification, or RFID, is a generic term for technologies that use radio waves to automatically identify people or objects.
Sundaram Jayakumar +1 more
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Wireless Device Identification Based on Radio Frequency Fingerprint Features
ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020With the development of the Internet of Things (IoT) technology and the rapid deployment of 5G wireless, more and more radiation devices are appearing in the increasingly complex electromagnetic environment. To be able to manage these devices in a unified manner, accurate identification of the devices has become a top priority.
Yun Lin 0005 +4 more
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Radio frequency fingerprinting identification for Zigbee via lightweight CNN
Physical Communication, 2021Abstract Zigbee is a popular communication protocol in the Internet of things (IoT) which shows great potential in smart home. However, the smart device has the risk of being hijacked by unauthorized users and may result in privacy disclosure. Traditional device identification is based on cryptography which is easy to be cracked.
Guangwei Qing +2 more
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