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DART 20148th International Workshop on
Information Filtering and
Retrieval
Telemonitoring and Home Support
in BackHome
Felip Miralles, Eloisa Vargiu, Stefan Dauwalder, Marc Solà,
Juan Manuel Fernández, Eloi Casals, José Alejandro Cordero
BackHome is the first European research project aimed at delivering the ambitious, but critical,
step to bring BCI systems to mainstream markets
Main outcomeso new and better integrated
practical electrode systems
o friendlier and more flexible
BNCI software
o better telemonitoring and home
support tools
BackHome is the first European research project aimed at delivering the ambitious, but critical,
step to bring BCI systems to mainstream markets
Main outcomeso new and better integrated
practical electrode systems
o friendlier and more flexible
BNCI software
o better telemonitoring and home
support tools
BackHome is the first European research project aimed at delivering the ambitious, but critical,
step to bring BCI systems to mainstream markets
Main outcomeso new and better integrated
practical electrode systems
o friendlier and more flexible
BNCI software
o better telemonitoring and home
support tools
BackHome is the first European research project aimed at delivering the ambitious, but critical,
step to bring BCI systems to mainstream markets
Telemonitoring and Home Support Systems (TMHSSs) provide a range of services which enable users to transition more smoothly into the home
environment and be maintained for longer at home
Facilitate services which are
convenient for users, avoiding travel
whilst supporting participation in
basic healthcare
Can be a cost effective intervention
which promotes personal
empowerment
Why
indoors activitieso Percentage of time in each room
o Time spent watching TV / playing games / …
outdoor activitieso Covered distance by “walking”
o Covered distance by transportation
Monitoring indoor and outdoor activities as well as BCI use at home
What
BCI useo Session time and duration
o Used services and number of selections
Two weeks ago, the system has been installedin 4 end-users’ home in Belfast
Where
Usero Sensors and actuators
o Smartphone
o BCI equipment
A sensor-based system at user’s home&
A therapist station at the hospital
Therapisto A web application
How
Sensors and actuators
Smartphone
BCI equipment
A Web application
Preliminary Experiments: Indoors habits
Preliminary Experiments: Indoors habits
A 40-years-old healthy woman in Barcelona
Sensorso Presence (in each room)
o Main door
Monitored period
Preliminary Experiments: Indoors habits
Preliminary Experiments: Indoor habits
Full-time workday
Part-time workday
Sensorso Presence (in each room)
o Main door
o Smartphone (Moves)
Monitored period
Preliminary Experiments: Mobility
A 40-years-old healthy woman in Barcelonao Each day at 7:00 PM she has to answer by mail to the following
questions
Preliminary Experiments: Mobility
Categories Adopted metrics
o 𝜋 =𝑇𝑃
𝑇𝑃+𝐹𝑃
o 𝜌 =𝑇𝑃
𝑇𝑃+𝐹𝑁
o 𝐹1 = 2𝜋∙𝜌
𝜋+𝜌
1 2 3 4 5
Low High
Normal
Preliminary Experiments: Mobility
The system is currently running at healthy-users’ homes in Barcelona. Experiments with end-users in Belfast started two weeks ago!
What’s next?
Expected results and actions
o Behavior recognition
Personalization and adaptation of the system
o Alarm triggering
Notification to therapist(s)
o Quality of life assessment (mobility and mood)
Notification to the user and her therapist(s)
Closing remarks
A telemonitoring and home support system for people with
severe disabilities
Support for both the user and her therapist(s)
Preliminary results with a healthy user showed that the
system is ready to be tested with the end-users
The work is part of the BackHome EU project
The system is currently running in Belfast at 4 end-users’
home
Web
• www.Backhome-FP7.eu
• BackHome-FP7-Research-Innovation
• @BackHomeFP7
Youtube
• BackHomeFP7
![Telemonitoring of Wind Turbines[1]](https://img.pdfslide.us/doc/110x75/577d29731a28ab4e1ea6d22a/telemonitoring-of-wind-turbines1.jpg)
