Parente, Guido, Nugent, CD, Hong, Xin, Donnelly, Mark, Chen, Liming and Vicario, Enrico (2010) Formal Modeling Techniques for Ambient Assisted Living. Ageing International, Springer Verlag, 25 pp, DOI: 10.1007/s12126-010-9086-8 [Internet publication]
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In the development of systems of ambient assisted living (AAL), formalized models and analysis techniques can provide a ground that makes development amenable to a systematic approach. We consider the following formal modeling tools and techniques: fault trees, evidential reasoning, evidential ontology networks, temporal logic, hidden Markov models and partially observable Markov models. We review them in the perspective of their potential in the realm of AAL, recalling the general traits and potential of each of them, and highlighting how this can be concretely deployed within the AAL realm. To this end, we present a number of scenarios providing insight on how each technique can match the needs of different types of problem in the application domain.
|Item Type:||Internet publication|
|Keywords:||Ambient assisted living - Formal methods - Modeling and analysis techniques - Knowledge engineering|
|Faculties and Schools:||Faculty of Computing & Engineering|
Faculty of Computing & Engineering > School of Computing and Mathematics
|Research Institutes and Groups:||Computer Science Research Institute|
Computer Science Research Institute > Smart Environments
|Deposited By:||Dr Mark Donnelly|
|Deposited On:||07 Mar 2011 15:37|
|Last Modified:||30 Apr 2015 14:34|
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