Title :
Employing Type-2 Fuzzy Logic Systems in the Efforts to Realize Ambient Intelligent Environments [Application Notes]
Author :
Hagras, Hani ; Alghazzawi, Daniyal ; Aldabbagh, Ghadah
Author_Institution :
Sch. of Comp Sci & Electron. Eng., Univ. of Essex, Colchester, UK
Abstract :
Ambient Intelligence (AmI) is an emerging vision that aims to realize intelligent environments which are sensitive and responsive to the users´ needs and behaviors. This paper presents an insight on the benefits that type-2 Fuzzy Logic Systems (FLSs) can offer towards the efforts to realize Ambient Intelligent Environments (AIEs). We will introduce research results from the Scaleup project showing different type-2 FLSs based applications in AIEs. Such applications include intelligent machine vision systems, blending real and virtual realities over dispersed geographical areas and allowing natural communication between the AIE and humans.
Keywords :
ambient intelligence; fuzzy logic; AIE; AmI; FLS; Scaleup project; ambient intelligent environments; type-2 FLS; type-2 fuzzy logic system; Artificial intelligence; Cloud computing; Fuzzy logic; Machine vision; Virtual reality;
Journal_Title :
Computational Intelligence Magazine, IEEE
DOI :
10.1109/MCI.2014.2350952