Skip to main content

Datasets

Standard Dataset

Bluetooth Direction Finding for Passive Respiration Monitoring

Citation Author(s):
Gerrit Maus (University of Wuppertal)
Stefan Janicke (University of Wuppertal)
Submitted by:
Gerrit Maus
Last updated:
DOI:
10.21227/wxj4-g666
Data Format:
Average: 4 (1 vote)

Abstract

The Bluetooth 5.1 Core Specification brought Angle of Arrival (AoA) based Indoor Localization to the Bluetooth Standard. This feature is usually referred to as Bluetooth Direction Finding.
Technically, the Direction Finding is done by adding a so-called Constant Tone Extension (CTE) to a Bluetooth packet. During this CTE, either transmitter or receiver can switch through several antennas of an antenna array while IQ data, i.e. amplitude and phase information, is sampled on the receiving side. Using these IQ samples, the direction(s) of the incident wavefronts can be estimated. However, these IQ samples can be used for a variety of further applications.
This dataset holds several measurements during which two subjects were standing nearby a Bluetooth 5.1 transmitter receiver pair. This way, the breathing activity of these subjects have had an impact on the wireless signal propagation. Applying appropriate signal processing, the respiration rates of the two subjects can be identified from the measurements.
In this document, the experimental setup, the used sensor devices, and the structure of the provided data files are described in detail.

Instructions:

All necessary information can be found in the provided README file.

Since it is still not possible to upload text and/or markdown documents, I've converted the README.md into a PDF document for download.
Gerrit Maus Wed, 10/26/2022 - 15:06 Permalink