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Towards a Quantitative Analysis of CSI for AI/ML Based Sensing - MaRDI portal

Towards a Quantitative Analysis of CSI for AI/ML Based Sensing

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Dataset:6693515



DOI10.5281/zenodo.14651521Zenodo14651521MaRDI QIDQ6693515

Dataset published at Zenodo repository.

Marco Cominelli, Francesco Gringoli, Renato Lo Cigno, Elena Tonini

Publication date: 13 February 2025

Copyright license: Creative Commons Attribution-ShareAlike 4.0 International



Description

This dataset has been used to conduct a quantitative analysis of the CSI to gain insight into the potentialand limitations of CSI-based ambient sensing in the paper "Towards a Quantitative Analysis of CSI for AI/ML Based Sensing." It contains many CSI traces collected in an indoor environment in the presence of a varying number of people. All the data were collected with commercial Wi-Fi systems using IEEE 802.11ax and 20/40/80-MHz-wide channels.






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