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أسامة بن عبدالعزيز الفراج

Associate Professor

عميد كلية المجتمع

كلية المجتمع بالرياض
كلية المجتمع، مبنى رقم (2)، الدور الرابع، مكتب رقم (4)
المنشورات
مقال فى مجلة
2020

An Identity Authentication Method of a MIoT Device Based on Radio Frequency (RF) Fingerprint Technology

, Qiao Tian , Yun Lin , Xinghao Guo , Jin Wang, Osama AlFarraj and Amr Tolba . 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 create a flexible digital manufacturing ecosystem. The wireless communication technology in the Internet of Things is a bridge between mobile devices. Therefore, the introduction of machine learning (ML) algorithms into MIoT wireless communication has become a research direction of concern. However, the traditional key-based wireless communication method demonstrates security problems and cannot meet the security requirements of the MIoT. Based on the research on the communication of the physical layer and the support vector data description (SVDD) algorithm, this paper establishes a radio frequency fingerprint (RFF or RF fingerprint) authentication model for a communication device. The communication device in the MIoT is accurately and efficiently identified by extracting the radio frequency fingerprint of the communication signal. In the simulation experiment, this paper introduces the neighborhood component analysis (NCA) method and the SVDD method to establish a communication device authentication model. At a signal-to-noise ratio (SNR) of 15 dB, the authentic devices authentication success rate (ASR) and the rogue devices detection success rate (RSR) are both 90%.

نوع عمل المنشور
ورقة في مجلة عملية
رقم المجلد
20
رقم الانشاء
4
مجلة/صحيفة
SENSORS
الصفحات
1-18
مزيد من المنشورات
publications

Purpose - Designers of mobile applications have long understood the importance of users' preferences in making the user experience easier, convenient and therefore valuable.

بواسطة Alsswey, AH; Al-Samarraie, H ; El-Qirem, FA ; Alzahrani, AI ; Alfarraj, O
2020
publications

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…

بواسطة Qiao Tian , Yun Lin , Xinghao Guo , Jin Wang, Osama AlFarraj and Amr Tolba
2020
publications

​Since the British National Archive put forward the concept of the digital continuity in 2007, several developed countries have worked out their digital continuity action plan. However, the…

بواسطة Yongjun Ren, Jian Qi, Yaping Cheng, Jin Wang, and Osama Alfarrajj
2020