In this paper, we investigate a novel approach to RF fingerprinting based on the application to time series of the Symbolic Aggregate Approximation algorithm ( ...
IoT devices can also be identified by fingerprinting radio frequency signals transmitted over the air. A recent interesting work proposed in [28] uses ...
The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. Baldini, Gianmarco, Giuliani ...
People also ask
What is the application of radio frequency fingerprinting?
What is symbolic aggregate approximation?
2019. The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. G Baldini, R Giuliani, G Steri ...
Dec 28, 2023 · This survey focuses on exploring the commonly used RF fingerprinting approaches, feature extraction and filtration techniques, and classification algorithm ...
Oct 5, 2022 · This work employed the symbolic approximation algorithm to approximate the time series data as symbols of arbitrary length.
This work employed the symbolic approximation algorithm to approximate the time series data as symbols of arbitrary length. We compared the performance of CPMs ...
The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devicesGianmarco Baldini, Raimondo Giuliani ...
May 30, 2024 · In this paper we propose a dimensionality reduction and shape recognition approach based on the SAX algorithm, an application which requires responses on cost ...
Missing: radio frequency fingerprinting devices.
The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. 2017 IEEE Symposium on ...