Proactive fuzzy control and adaptation methods for smart homes

IEEE Intelligent Systems

Volumn 23, Issue 2, 2008, Pages 42-49

  Vainio, Antti Matti ^a   Valtonen, Miika ^a   Vanhala, Jukka ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Adaptive fuzzy control; Ambient intelligence; Context awareness; Reinforcement learning

Indexed keywords

ADAPTIVE SYSTEMS; DIGITAL COMPUTERS; FUZZY LOGIC; ONLINE SYSTEMS; REINFORCEMENT LEARNING;

CONTEXT AWARENESS; SMART HOMES;

FUZZY CONTROL;

EID: 41549155678     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIS.2008.33     Document Type: Article

References (8)

1. D. Tennenhouse. "Proactive Computing," Comm. ACM, vol. 43. no. 5, 2000, pp. 43-50.
2. S. Pirttikangas, Routine Learning: From Reactive to Proactive Environments, doctoral dissertation, Faculty of Technology, Univ. of Oulu, 2004.
3. H.E. Byun and K. Cheverst, "Supporting Proactive 'Intelligent' Behaviour: The Problem of Uncertainty," Workshop User Modeling for Ubiquitous Computing, 9th Int'l Conf. User Modeling 2003 (UM 03), LNCS 2702, Springer, 2003; www.di.uniba.it/~ubium03/byun-8.pdf.
4. J. Mäntyjärvi and T. Seppänen, "Adapting Applications in Handheld Devices Using Fuzzy Context Information," Interacting with Computers, vol. 15, no. 4, 2003, pp. 521-538.
5. A.-M. Vainio, M. Valtonen, and J. Vanhala, "Learning and Adaptive Fuzzy Control System for a Smart Home," Developing Ambient Intelligence: Proc. 1st Int'l Conf. Ambient Intelligence Developments, Springer, 2006, pp. 28-47.
6. M. Valtonen, A.-M. Vainio, and J. Vanhala, "Continuous-Time Fuzzy Control and Learning Methods," Proc. 7th Int'l Symp. Communications and Information Technologies (ISCIT 07), 2007, pp. 346-351.
7. G. Klir, B. Yuan, and U. St. Clair, Fuzzy Set Theory: Foundations and Applications, Prentice Hall, 1997.
8. E. Mamdani and B. Gaines, Fuzzy Reasoning and Its Applications, Academic Press, 1981.