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IJCNN
2007
IEEE

Context-Aware Fuzzy ArtMap for Received Signal Strength Based Location Systems

10 years 2 months ago
Context-Aware Fuzzy ArtMap for Received Signal Strength Based Location Systems
Abstract— Received Signal Strength (RSS) based location systems are potential candidates to enable indoor location aware services due to pervasively available wireless local area networks and hand held devices. Intrinsically RSS based positioning is a multi-class pattern recognition problem. Previous researches have shown that Visibility Matrix based approach of modular classi ers improves location accuracy but costs longer periods of training and testing in development life cycle. We present a Context-aware Fuzzy ArtMap neural network that provides competitive location accuracy in comparison with modular approach while leveraging online and incremental learning capabilities to location system development life cycle.
Uzair Ahmad, Andrey Gavrilov, Sungyoung Lee, Young
Added 03 Jun 2010
Updated 03 Jun 2010
Type Conference
Year 2007
Where IJCNN
Authors Uzair Ahmad, Andrey Gavrilov, Sungyoung Lee, Young-Koo Lee
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