A Wi-Fi Channel State Information (CSI) and Received Signal Strength (RSS) data-set for human presence and movement detection

Name: A Wi-Fi Channel State Information (CSI) and Received Signal Strength (RSS) data-set for human presence and movement detection
Creator: Scheurer, Sebastian
Keywords: Machine Learning, Device-free Sensing, Human Sensing, CSI, WiFi, RSS, Motion Detection

Scheurer, Sebastian

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ZENODO

Dataset . 2020

License: CC BY

Data sources: Datacite

ZENODO

Dataset . 2020

License: CC BY

Data sources: Datacite

A Wi-Fi Channel State Information (CSI) and Received Signal Strength (RSS) data-set for human presence and movement detection

Research datakeyboard_double_arrow_right Dataset 19 Feb 2020 English Publisher:Zenodo

Authors: Scheurer, Sebastian;

doi: 10.5281/zenodo.3677366 , 10.5281/zenodo.3653219

A Wi-Fi Channel State Information (CSI) and Received Signal Strength (RSS) data-set for human presence and movement detection

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Abstract

This data-set consists of antenna-wise received signal strength (RSS) and channel state information (CSI) data. Both types of data have been captured using the Intel CSI Tools. The RSS data have been used in our paper "Detecting Human Movement from Ambient Wi-Fi Signal Strength". This release extends the README with a data dictionary for the annotations.

Related Organizations

University College Cork
Ireland

Keywords

Machine Learning, Device-free Sensing, Human Sensing, CSI, WiFi, RSS, Motion Detection

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