Title :
Realistic mobility modeling of pedestrian traffic in wireless networks
Author :
Sousa, Ivo ; Queluz, Paula ; Rodrigues, António ; Vieira, Pedro
Author_Institution :
Inst. de Telecomun. / IST, Tech. Univ. of Lisbon, Lisbon, Portugal
Abstract :
In this paper a new pedestrian mobility model for outdoor scenarios is presented. It captures realistic features like moving-in-groups, conscious traveling and smart traveling. The routing algorithm proposed within the model works under a step by step approach, leading users to their destination while, at the same time, using more attractable streets from a pedestrian point of view. The model concept is perfectly generic and applicable to any pedestrian outdoor scenario, provided that the street database and pedestrian traffic information is available. The mobility model was validated using Lisbon´s downtown as a case study. The output shows a high correlation between simulated and real data, thus validating the approach.
Keywords :
mobile computing; wireless sensor networks; pedestrian traffic; realistic mobility modeling; routing algorithm; wireless networks; Computational modeling; Databases; Legged locomotion; Routing; Trajectory; Wireless networks; Mobility Model; Mobility Patterns; Pedestrian Traffic; Wireless Communications;
Conference_Titel :
EUROCON - International Conference on Computer as a Tool (EUROCON), 2011 IEEE
Conference_Location :
Lisbon
Print_ISBN :
978-1-4244-7486-8
DOI :
10.1109/EUROCON.2011.5929242