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Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies

Wagner, Christian and Goumopoulos, Christos and Hagras, Hani (2012) 'Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies.' Pervasive and Mobile Computing, 8 (4). pp. 500-521. ISSN 1574-1192

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Abstract

In order for Ambient Ecologies (AEs) to provide a viable and functional service to people in their day-to-day lives, it is paramount for the AEs to autonomously learn and adapt to the requirements of the human users living in their everyday environments which are populated with a large number of potentially heterogeneous artefacts/devices (different manufacturers, different descriptions of properties, etc.). In this paper, we will propose the concept of emerging and adaptive fuzzy logic based behaviours which are based on dynamically created activity spheres. We will provide details both on the conceptual notions behind this approach as well as the detailed results from a real world deployment of our proposed system. © 2011 Elsevier B.V. All rights reserved.

Item Type: Article
Uncontrolled Keywords: Activity spheres; Fuzzy logic; Ambient ecologies; Adaptation; Learning; Service-oriented computing
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health
Faculty of Science and Health > Computer Science and Electronic Engineering, School of
SWORD Depositor: Elements
Depositing User: Elements
Date Deposited: 06 Sep 2013 14:06
Last Modified: 15 Jan 2022 00:28
URI: http://repository.essex.ac.uk/id/eprint/4276

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