Residential wearable RSSI and accelerometer measurements with detailed location annotations

Dallan Byrne; Michal Kozlowski; Raul Santos-Rodriguez; Robert Piechocki; Ian Craddock

doi:10.1038/sdata.2018.168

Residential wearable RSSI and accelerometer measurements with detailed location annotations

Dallan Byrne^*, Michal Kozlowski, Raul Santos-Rodriguez, Robert Piechocki, Ian Craddock

^*Corresponding author for this work

Research output: Contribution to journal › Article (Academic Journal)

5 Citations (Scopus)

294 Downloads (Pure)

Abstract

This repository offers smart-home wearable accelerometer and Radio Signal Strength Indicator (RSSI) data acquired: 1) with low-cost hardware; 2) with high-resolution location annotations; 3) from four UK homes. The data are intended to evaluate RSSI-based indoor localisation methods with activity measurements provided from a user-worn wearable device. A wrist worn accelerometer records activity signatures which are relayed to a number of receiving Access Points (AP) placed throughout the building. Upon reception of a packet, each AP measures the RSSI of the received radio signal and timestamps the accelerometer measurements. Location labels are recorded automatically using a small camera which registers fiducial floor tags as the participant carries out their normal routines in a natural way. Approximately 14 hof annotated wearable measurements are provided. A scripted fingerprint measurement is provided along with several unscripted natural living recordings, where the participant carried out a number of daily household activities which are annotated, where possible, throughout. Codes are provided to access the data and to replicate the ground-truthing procedure.

Original language	English
Article number	180168
Number of pages	14
Journal	Scientific Data
Volume	5
DOIs	https://doi.org/10.1038/sdata.2018.168
Publication status	Published - 21 Aug 2018

Structured keywords

Digital Health

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10.1038/sdata.2018.168

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Projects

1 Finished

SPHERE (EPSRC IRC)

Craddock, I. J., Coyle, D. T., Flach, P. A., Kaleshi, D., Mirmehdi, M., Piechocki, R. J., Stark, B. H., Ascione, R., Ashburn, A. M., Burnett, M. E., Damen, D., Gooberman-Hill, R. J. S., Harwin, W. S., Hilton, G., Holderbaum, W., Holley, A. P., Manchester, V. A., Meller, B. J., Stack, E. & Gilchrist, I. D.

1/10/13 → 30/09/18

Project: Research, Parent

Profiles

Dr Raul Santos-Rodriguez

enrsr@bristol.ac.uk

Department of Engineering Mathematics - Senior Lecturer in Data Science and Intelligent Systems

Person: Academic

Cite this

Byrne, D., Kozlowski, M., Santos-Rodriguez, R., Piechocki, R., & Craddock, I. (2018). Residential wearable RSSI and accelerometer measurements with detailed location annotations. Scientific Data, 5, [180168]. https://doi.org/10.1038/sdata.2018.168

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