Results 11 to 20 of about 14,532 (259)

Leveraging Deep Learning for IoT Transceiver Identification

Entropy, 2023
With the increasing demand for Internet of Things (IoT) network applications, the lack of adequate identification and authentication has become a significant security concern. Radio frequency fingerprinting techniques, which utilize regular radio traffic
Jiayao Gao, Hongfei Fan, Yumei Zhao, Yang Shi   +3 more
doaj   +1 more source

Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices [PDF]

2021 55th Asilomar Conference on Signals, Systems, and Computers, 2021
Radio frequency fingerprint identification (RFFI) can uniquely classify wireless devices by analyzing the received signal distortions caused by the intrinsic hardware impairments. The state-of-the-art deep learning techniques such as convolutional neural network (CNN) have been adopted to classify IoT devices with high accuracy.
Guanxiong Shen, Junqing Zhang, Alan Marshall 0001, Mikko Valkama, Joseph R. Cavallaro   +4 more
openaire   +4 more sources

Transmitter Fingerprinting for VLC Systems via Deep Feature Separation Network

IEEE Photonics Journal, 2021
Visible light communication (VLC) is a promising technology with a high data rate that can supplement radio frequency communication. Although VLC systems have a natural advantage of high security due to the line-of-sight light propagation characteristic,
Weisong Liu, Xueqiong Li, Zhitao Huang, Xiang Wang   +3 more
doaj   +1 more source

Electromagnetic radiation-based IC device identification and verification using deep learning

EURASIP Journal on Wireless Communications and Networking, 2020
The electromagnetic radiation of electronic equipment carries information and can cause information leakage, which poses a serious threat to the security system; especially the information leakage caused by encryption or other important equipment will ...
Hong-xin Zhang, Jia Liu, Jun Xu, Fan Zhang, Xiao-tong Cui, Shao-fei Sun   +5 more
doaj   +1 more source

How to Sustain Smart Connected Hospital Services: An Experience from a Pilot Project on IoT-Based Healthcare Services [PDF]

Healthcare Informatics Research, 2018
ObjectivesThis paper describes an experience of implementing seamless service trials online and offline by adopting Internet of Things (IoT) technology based on near-field communication (NFC) tags and Bluetooth low-energy (BLE) beacons. The services were
Arum Park, Hyejung Chang, Kyoung Jun Lee
doaj   +1 more source

On the Design and Implementation of an IoT based Architecture for Reading Ultra High Frequency Tags

Information, 2019
Internet of Things comprises an increasing number of interconnected smart devices, where communication happens anytime, anywhere, reducing hardware costs and the complexity of the architectures.
Yago Luiz dos Santos, Edna Dias Canedo
doaj   +1 more source

The kinetics of growth, feed intake, and feed efficiency reveal a good capacity of adaptation of slow and rapid growing broilers to alternative diets

Poultry Science, 2021
Poultry production currently relies on the use of soybean as the main protein and energy source. Reducing its proportion in poultry diets and partly replacing it with local feedstuffs would improve sustainability by reducing dependence on importations ...
Quentin Berger, Elodie Guettier, Séverine Urvoix, Jérémy Bernard, Patrice Ganier, Marine Chahnamian, Elisabeth Le Bihan-Duval, Sandrine Mignon-Grasteau   +7 more
doaj   +1 more source

Study on Radio-Frequency Signal Gene Characteristics From the Perspective of Fractal Theory

IEEE Access, 2019
Radio frequency signal identification technology is a non-password authentication method based on the physical layer hardware of the device. This paper explores the feature extraction and recognition method based on the gene characteristics of the radio ...
Jingchao Li, Yulong Ying, Guang Duan, Chunlei Ji, Chen Sun   +4 more
doaj   +1 more source

Location-Invariant Physical Layer Identification Approach for WiFi Devices

IEEE Access, 2019
Recently, Radio Frequency Fingerprinting (RFF) becomes a promising technique which augments existing multifactor authentication schemes at the device level to counter forgery and related threats.
Guyue Li, Jiabao Yu, Yuexiu Xing, Aiqun Hu   +3 more
doaj   +1 more source

Deep Learning-Based RF Fingerprint Identification With Channel Effects Mitigation

IEEE Open Journal of the Communications Society, 2023
The radio frequency fingerprint (RFF)-based device identification is a promising physical layer authentication technique. However, the wireless channel significantly affects the RFF features of the wideband wireless devices. In this paper, we extensively
Hua Fu, Linning Peng, Ming Liu, Aiqun Hu
doaj   +1 more source