Signal Preprocessing for Enhanced IoT Device Identification Using Support Vector Machine

Signal Preprocessing for Enhanced IoT Device Identification Using Support Vector Machine

Device identification based on radio frequency fingerprinting is widely used to improve the security of Internet of Things systems. However, noise and acquisition inconsistencies in raw radio frequency signals can affect the effectiveness of classification, identification and authentication algorith...

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Bibliographic Details
Main Authors: Rene Francisco Santana-Cruz, Martin Moreno, Daniel Aguilar-Torres, Román Arturo Valverde-Domínguez, Rubén Vázquez-Medina
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Future Internet
Subjects:
RF device identification
IoT Authentication
RF fingerprints
Bluetooth devices
support vector machine
Online Access:https://www.mdpi.com/1999-5903/17/6/250
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