Work

Radio frequency fingerprinting and its challenges

Year: 2014

Type: conference-paper

Abstract: RF fingerprinting aims to develop a unique RF fingerprint for a wireless device that can be used as an identity, in the same way a biological fingerprint operates, to improve the security and privacy of wireless communication. This is in contrast to the traditional bit-level algorithmic approaches to securing transmissions. In this work, we present a comprehensive overview of challenges in the deployment of RF fingerprinting in low-cost portable mobile devices including: the preliminary results showing the effect of channel impairments on RF fingerprinting accuracy and open research challenges associated with the deployment of RF fingerprinting.

Source: IEEE Conference on Communications and Network Security

DOI: 10.1109/cns.2014.6997522

Authors: Saeed Ur Rehman, Kevin W. Sowerby, Shafiq Alam, Iman Ardekani

Institutions: Unitec Institute of Technology, University of Auckland

Language: English

Topic: Wireless Signal Modulation Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W1978129244

FWCI: 0.581

Cites: 4

Cited by: 46

Related to: 10