i-Light—Intelligent Luminaire Based Platform for Home Monitoring and Assisted Living

We present i-Light, a cyber-physical platform that aims to help older adults to live safely within their own homes. The system is the result of an international research project funded by the European Union and is comprised of a custom developed wireless sensor network together with software services that provide continuous monitoring, reporting and real-time alerting capabilities. The principal innovation proposed within the project regards implementation of the hardware components in the form of intelligent luminaires with inbuilt sensing and communication capabilities. Custom luminaires provide indoor localisation and environment sensing, are cost-effective and are designed to replace the lighting infrastructure of the deployment location without prior mapping or fingerprinting. We evaluate the system within a home and show that it achieves localisation accuracy sufficient for room-level detection. We present the communication infrastructure, and detail how the software services can be configured and used for visualisation, reporting and real-time alerting.

[1]  Erik Tews,et al.  Practical attacks against WEP and WPA , 2009, WiSec '09.

[2]  Kris Cuppens Detection of epileptic seizures based on video and accelerometer recordings (Detectie van epileptische aanvallen gebaseerd op video- en accelerometeropnamen) , 2012 .

[3]  Manuel Graña,et al.  Lynx: Automatic Elderly Behavior Prediction in Home Telecare , 2015, BioMed research international.

[4]  Peter A. Dinda,et al.  Indoor localization without infrastructure using the acoustic background spectrum , 2011, MobiSys '11.

[5]  Li-Zhi Liao,et al.  Convergence analysis of the Levenberg–Marquardt method , 2007, Optim. Methods Softw..

[6]  George Despotou,et al.  Providing Patient Home Clinical Decision Support using Off ‐ the ‐ shelf Cloud ‐ based Smart Voice Recognition , 2017 .

[7]  Nicolae Goga,et al.  Evaluating indoor localization using WiFi for patient tracking , 2016, 2016 International Symposium on Fundamentals of Electrical Engineering (ISFEE).

[8]  Zabih Ghassemlooy,et al.  Visible light communications: real time 10 Mb/s link with a low bandwidth polymer light-emitting diode. , 2014, Optics express.

[9]  Oana Geman,et al.  An Approach of a Decision Support and Home Monitoring System for Patients with Neurological Disorders using Internet of Things Concepts , 2014 .

[10]  Andrei Vasilateanu,et al.  A Quantitative Research to Decide the User Requirements for the i-Light System , 2017, 2017 21st International Conference on Control Systems and Computer Science (CSCS).

[11]  Nicolae Goga,et al.  Indoor positioning system for location based healthcare using trilateration with corrections , 2017, 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC).

[12]  Florica Moldoveanu,et al.  Real-time hand hygiene monitoring system for HAI prevention , 2015, 2015 E-Health and Bioengineering Conference (EHB).

[13]  Maria-Iuliana Bocicor,et al.  Intelligent Decision Support for Pervasive Home Monitoring and Assisted Living , 2018, 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP).

[14]  Yvon Kermarrec,et al.  A Comparison Between Ambient Assisted Living Systems , 2014, ICOST.

[15]  Busra Ozdenizci,et al.  Near Field Communication : From Theory to Practice , 2012 .

[16]  Bart Vanrumste,et al.  Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study , 2013, SLPAT.

[17]  Bart Vanrumste,et al.  Semi-automated Video-based In-home Fall Risk Assessment , 2013 .

[18]  A. Dey World report on ageing and health , 2017, The Indian Journal of Medical Research.

[19]  Edward S. Dove,et al.  The EU General Data Protection Regulation: Implications for International Scientific Research in the Digital Era , 2018 .

[20]  Juan A. Botía Blaya,et al.  Ambient Assisted Living system for in-home monitoring of healthy independent elders , 2012, Expert Syst. Appl..

[21]  Bart Vanrumste,et al.  Footstep localization based on in-home microphone-array signals , 2013 .

[22]  Chia-Tai Chan,et al.  ZigBee-based indoor location system by k-nearest neighbor algorithm with weighted RSSI , 2011, ANT/MobiWIS.

[23]  Umer Farooq,et al.  Comparative analysis of different AES implementation techniques for efficient resource usage and better performance of an FPGA , 2017, J. King Saud Univ. Comput. Inf. Sci..

[24]  Andrei Vasilateanu,et al.  Cyber-physical system for assisted living and home monitoring , 2017, 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP).

[25]  Francisco Barceló,et al.  WLAN indoor positioning based on TOA with two reference points , 2007, 2007 4th Workshop on Positioning, Navigation and Communication.

[26]  Chris D. Nugent,et al.  Decision Support for Alzheimer's Patients in Smart Homes , 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

[27]  Eric Campo,et al.  A Telemetry System Embedded in Clothes for Indoor Localization and Elderly Health Monitoring , 2013, Sensors.

[28]  Nicolae Goga,et al.  A Novel Indoor Positioning Using Smart Luminaires , 2018, 2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA).

[29]  Qian Dong,et al.  Evaluation of the reliability of RSSI for indoor localization , 2012, 2012 International Conference on Wireless Communications in Underground and Confined Areas.

[30]  José R. Casar,et al.  An energy-efficient strategy for combined RSS-PDR indoor localization , 2011, 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops).

[31]  Hideki Matsuoka,et al.  Development of a control system for home appliances based on BLE technique , 2014, 2014 IEEE International Symposium on Independent Computing (ISIC).

[32]  Hasan Mahmood,et al.  Evaluation of indoor positioning based on Bluetooth Smart technology , 2014 .

[33]  Nicolae Goga,et al.  Testing Wi-Fi and bluetooth low energy technologies for a hybrid indoor positioning system , 2016, 2016 IEEE International Symposium on Systems Engineering (ISSE).

[34]  Sourav Patra,et al.  Designing simple indoor navigation system for UAVs , 2011, 2011 19th Mediterranean Conference on Control & Automation (MED).

[35]  Busra Ozdenizci,et al.  Developing NFC Applications , 2011 .

[36]  Iuliana Marin,et al.  Ambient Assisted Control using Smart Luminaires , 2018, 2018 Zooming Innovation in Consumer Technologies Conference (ZINC).

[37]  Sabine Van Huffel,et al.  Detecting rare events using extreme value statistics applied to epileptic convulsions in children , 2014, Artif. Intell. Medicine.