Uncertainty handling in navigation services using rough and fuzzy set theory

Authors:
Anahid Basiri;Pouria Amirian;Adam Winstanley;Colin Kuntzsch;Monika Sester
Affiliations:
National University of Ireland, Maynooth, Ireland;National University of Ireland Maynooth, Ireland;National University of Ireland Maynooth, Ireland;Leibniz University, Hannover, Germany;Leibniz University, Hannover, Germany
Venue:
Proceedings of the Third ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data
Year:
2012

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Abstract

Navigation services, such as used in cars, are widely used nowadays. Many applications, positioning technologies and techniques have been developed to make navigation systems easier to use. However current navigation systems suffer from different aspects of uncertainty such as incomplete or inaccurate positional data. This paper reviews aspects of uncertainty which should be considered when developing navigation systems. A proposed approach, based on rough set and fuzzy set theories, is explained and implemented in an application.