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Volume: 1 Issue: 2

Using FML and Fuzzy Technology in Adaptive Ambient Intelligence Environments

Giovanni Acampora, Vincenzo Loia

Abstract:
Ambient Intelligence (AmI, shortly) gathers best results from three key technologies, Ubiquitous Computing, Ubiquitous Communication, and Intelligent User Friendly Interfaces. The functional and spatial distribution of tasks is a natural thrust to employ multi-agent paradigm to design and implement AmI environments. Two critical issues, common in most of applications, are (1) how to detect in a general and efficient way context from sensors and (2) how to process contextual information in order to improve the functionality of services. In this work we experiment a framework where hybrid techniques (distributed fuzzy control, mobile agents, fuzzy rules induction algorithms) are mixed to gain flexibility and uniformity.

Keywords:
Distributed Fuzzy Control, Markup Languages, Agents, Fuzzy Rule Induction Algorithms.

doi:10.5019/j.ijcir.2004.33

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