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Single Elder Home Monitoring: Gas and Position

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This dataset contains gas and temperature sensors as well as movement infra-red sensors from the monitoring of an elder person living alone in their own home from 2019-11-06 to 2020-02-13. The measurings have a temporal resolution of 20 seconds. The air and gas sensors measure temperature, humidity, CO2, CO and MOX readings. The data from the position sensors are binary; for each room, a 1 means that movement has been detected in that room while a 0 means that the sensor has gone back to baseline. The attached figure represents a simple layout of the monitored home as well as the sensors locations. The dataset also includes 19 days of measurements (from 2020-01-25 to 2020-02-13) where noone was occupying the room (except for an esporadic visit the 2020-01-29 at 15:), as reference data Preprocessing description: No. Does this dataset contain sensitive information?: No.
Subject Area
Engineering
Instances
444,631
Features
10
Data Types
Tabular
Tasks
Classification
Feature Types
Continuous

Features

NameRoleTypeUnitsMissing Values

Introductory Paper

Home monitoring system based on a gas sensor arrayfor elderly people living alone
Daniel Marín, Joshua Llano, Zouhair Haddi, Alexandre Perera-Lluna, Jordi Fonollosa. 2023.
B2SLab, Departament d’Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya, Barcelona, 08028, Spain

Additional Metadata

Authors
Daniel Marín López
Daniel Marín
Jordi Fonollosa
Joshua Llano
Alexandre Perera
Zouhair Haddi
Year Created
2023
License
CC BY 4.0