Modélisation, interrogation et indexation de données de capteurs à localisation mobile dans un réseau routier
Iulian Sandu Popa, Georges Gardarin · OpenGrey (Institut de l'Information Scientifique et Technique) · 2009
New technologies such as GPS, sensors and ubiquitous computing are pervading our society. The movement of people and vehicles may be sensed and recorded, thus producing large volumes of mobility data. The state-of-the-art database management systems fail to handle such complex data and their processing. This thesis addresses the problem of managing mobile location sensor data. We analyze the limitations of existing work in modeling, querying and indexing moving objects with sensors on road networks. Then, we propose new solutions to deal with these limitations. The main contributions of the thesis are a data model and a query language for moving sensor data, and an access method for in-network trajectories of moving objects. We have implemented these proposals as a spatio-temporal database management system extension and evaluated them.