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Radio frequency fingerprint data augmentation for indoor localization based on diffusion model
Tongxin xuebao, 2023 The radio frequency fingerprint indoor localization method ensures the accuracy by collecting a sufficient amount of fingerprints in the offline state to build a dense fingerprint database.A data augmentation method called FPDiffusion was proposed based ...
Haojun AI +4 more
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Radio Frequency Fingerprint Extraction Based on Multidimension Permutation Entropy
International Journal of Antennas and Propagation, 2017 Radio frequency fingerprint (RF fingerprint) extraction is a technology that can identify the unique radio transmitter at the physical level, using only external feature measurements to match the feature library.
Shouyun Deng +3 more
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Differential Contour Stellar-Based Radio Frequency Fingerprint Identification for Internet of Things
IEEE Access, 2021 Data attacks from illegal access devices of the Internet of Things will cause serious interference and threats to the entire network. It is difficult to ensure the security of the communication system only by relying on traditional application layer ...
Jingchao Li +3 more
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Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation
IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2023 The Radio frequency (RF) fingerprinting technique makes highly secure device authentication possible for future networks by exploiting hardware imperfections introduced during manufacturing. Although this technique has received considerable attention over the past few years, RF fingerprinting still faces great challenges of channel-variation-induced ...
Chuanting Zhang +4 more
openaire +2 more sources
Development of an enhanced student identification system
Firat University Journal of Experimental and Computational Engineering, 2023 Identification, verification, and student authentication to prevent impersonation during examinations are essential. This is a predominant issue in institutions in developing countries such as Nigeria.
Olatilewa Abolade +2 more
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Radio Frequency Fingerprint Identification Based on Metric Learning
International Journal of Information Technologies and Systems Approach, 2023 With the popularization of the internet of things (IoT), its security has become increasingly prominent. Radio-frequency fingerprinting (RFF) is used as a physical-layer security method to provide security in wireless networks. However, the problems of poor performance in a highly noisy environment and less consideration of calculation resources are ...
Danyao Shen +3 more
openaire +1 more source
EURASIP Journal on Wireless Communications and Networking, 2021 With the dramatic development of the internet of things (IoT), security issues such as identity authentication have received serious attention. The radio frequency (RF) fingerprint of IoT device is an inherent feature, which can hardly be imitated.
Zekun Chen +3 more
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Rancang Bangun Sistem Parkir Dengan Menggunakan Fingerprint
Patria Artha Technological Journal, 2020 Saat ini lahan parkir untuk kendaraan sudah menjadi kebutuhan masyarakat, sehingga banyak pengelola parkir menerapkan berbagai sistem demi kenyamanan dan keaamanan pengguna, Salah satu Teknologi yang diterapkan pada sistem parkir adalah menggunakan Radio
Agustiawan Agustiawan +2 more
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On the Reliability of Radio Frequency Fingerprinting
CoRRRadio Frequency Fingerprinting (RFF) offers a unique method for identifying devices at the physical (PHY) layer based on their RF emissions due to intrinsic hardware differences. Nevertheless, RFF techniques depend on the ability to extract information from the PHY layer of the radio spectrum by resorting to Software Defined Radios (SDR).
Muhammad Irfan +2 more
openaire +2 more sources
Sensors, 2020 With the continuous development of science and engineering technology, our society has entered the era of the mobile Internet of Things (MIoT). MIoT refers to the combination of advanced manufacturing technologies with the Internet of Things (IoT) to ...
Qiao Tian +5 more
doaj +1 more source