Designing a NIALM in smart homes for cognitive assistance

Procedia Computer Science

Volumn 19, Issue , 2013, Pages 524-532

  Camier, Thomas Romain ^a   Giroux, Sylvain ^a   Bouchard, Bruno ^b   Bouzouane, Abdenour ^b  

^a UNIVERSITÉ DE SHERBROOKE   (Canada)

^b UNIVERSITÉ DU QUÉBEC À CHICOUTIMI   (Canada)

Author keywords

Activity of daily living; Detection; Electrical activity; Home assistance; Monitoring; Recognition; Smart home

Indexed keywords

EID: 84896927012     PISSN: 18770509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2013.06.070     Document Type: Conference Paper

References (20)

1. P. Smetanin, P. Kobak, C. Briante, S. Sherman, G. Ahmad, Rising tide: The impact of dementia in canada 2008 to 2038, Tech. rep., Risk Analytica (2009).
2. P. Stewart, A report on mental illnesses in canada, Tech. rep., Health Canada (2002).
3. J.-M. Billette, T. Janz, Injuries in canada: Insights from the canadian community health survey. health at a glance (june 2011) catalogue no. 82-624-x, Tech. rep., Statistics Canada (2011).
4. M. Lefebvre, H. amd Vanier, B. Swaine, E. Dutil, M. Pepin, P. Fougeyrollas, C. Rainville, M. McColl, C. Dumont, D. Pelchat, B. Michallet, I. Ǵelinas, S. Denis, M. Morin, H. Trottier, M. Levert, La participation socialea long terme des personnes ayant subi un traumatisme cranien et l'impact chez les proches, 10 ans post-traumatisme (long terme social participation of persons with tbi and the impact for caregivers, 10 years post trauma), Tech. rep., Universite de Montreal (2004).
5. A. Colantonio, G. Ratcliff, S. Chase, S. Kelsey, M. Escobar, L. Vernich, Long term outcomes after moderate to severe traumatic brain injury, Disability and Rehabilitation vol. 26 (2004) pp. 253-261.
6. S. Giroux, J. Bauchet, H. Pigot, D. Lussier-Desrochers, Y. Lachappelle, Pervasive behavior tracking for cognitive assistance, in: Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, 2008.
7. S. N. Patel, T. Robertson, J. A. Kientz, M. S. Reynolds, G. D. Abowd, At the flick of a switch: Detecting and classifying unique electrical events on the residential power line, in: Ubicomp, 2007.
8. S. Gupta, M. S. Reynolds, S. N. Patel, Electrisense: single-point sensing using emi for electrical event detection and classification in the home, in: Proceedings of the 12th ACM international conference on Ubiquitous computing, 2010.
9. T. Saitoh, T. Osaki, R. Konishi, K. Sugahara, Current sensor based home appliance and state of appliance recognition, SICE Journal of Control, Measurement, and System Integration 3 (2010) 86-93.
10. K. Suzuki, S. Inagaki, T. Suzuki, H. Nakamura, K. Ito, Nonintrusive appliance load monitoring based on integer programming, in: SICE Annual Conference, 2008, 2008.
11. D. Srinivasan, W. Ng, A. Liew, Neural-network-based signature recognition for harmonic source identification, Power Delivery, IEEE Transactions on 21 (2006) 398 - 405.
12. G. Hart, Nonintrusive appliance load monitoring, Proceedings of the IEEE 80 (1992) 1870 -1891.
13. A. Ruzzelli, C. Nicolas, A. Schoofs, G. O'Hare, Real-time recognition and profiling of appliances through a single electricity sensor, in: Sensor Mesh and Ad Hoc Communications and Networks (SECON), 2010 7th Annual IEEE Communications Society Conference on, 2010.
14. C. Reeg, T. Overbye, Algorithm development for non-intrusive load monitoring for verification and diagnostics, in: North American Power Symposium (NAPS), 2010, 2010.
15. Z. Wang, G. Zheng, New method for non-intrusive data extraction and classification of residential appliances, in: Control and Decision Conference (CCDC), 2011 Chinese, 2011.
16. M. Baranski, J. Voss, Detecting patterns of appliances from total load data using a dynamic programming approach, in: Data Mining, 2004. ICDM '04. Fourth IEEE International Conference on, 2004.
17. N. Noury, M. Berenguer, H. Teyssier, M.-J. Bouzid, M. Giordani, Building an index of activity of inhabitants from their activity on the residential electrical power line, Information Technology in Biomedicine, IEEE Transactions on 15 (2011) 758-766.
18. P. Bertrand, Method and apparatus for measuring the consumption of an element of an electrical network (July 2001).
19. A. Gersho, R. M. Gray, Vector quantization and signal compression, Kluwer Academic Publishers, 1992, Ch. 11, pp. 362-369.
20. T. Truong, F. Frizon de Lamotte, J.-P. Diguet, F. Said-Hocine, Alert management for home healthcare based on home automation analysis, in: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, 2010.