dc.contributor.author | Kolios, Panayiotis | en |
dc.contributor.author | Ellinas, Georgios | en |
dc.coverage.spatial | Santorini, Greece | en |
dc.creator | Kolios, Panayiotis | en |
dc.creator | Ellinas, Georgios | en |
dc.date.accessioned | 2021-01-26T09:45:43Z | |
dc.date.available | 2021-01-26T09:45:43Z | |
dc.date.issued | 2019 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/63369 | |
dc.description.abstract | Accurate arrival-time predictions in public transportation systems can improve the perceived quality-of-service offered and increase usage of these systems. To date, predictions were primarily based on periodic updates of mobility information that however exhibit a tradeoff between deterministic performance and system efficiency. To further improve on this tradeoff, event-triggering is emerging as a promising operations paradigm. This work describes an innovative design of a public transportation tracking system within which arrival-time predictions are made utilizing an event-triggering framework. As a first step towards this direction, behavior models are derived through extensive analysis of real mobility data. Thereafter, an event-triggering algorithm is developed to detect changes in the model in an online fashion. The efficiency and applicability of the proposed data-driven event-triggering paradigm is demonstrated through a real-world transit scenario that compares event triggering updating techniques. | en |
dc.source | 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS) | en |
dc.title | Model-Adaptive Event-triggering for Efficient Public Transportation Tracking | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.identifier.doi | 10.1109/DCOSS.2019.00122 | |
dc.description.startingpage | 682 | |
dc.description.endingpage | 686 | |
dc.author.faculty | Πολυτεχνική Σχολή / Faculty of Engineering | |
dc.author.department | Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών / Department of Electrical and Computer Engineering | |
dc.type.uhtype | Conference Object | en |
dc.contributor.orcid | Kolios, Panayiotis [0000-0003-3981-993X] | |
dc.contributor.orcid | Ellinas, Georgios [0000-0002-3319-7677] | |
dc.gnosis.orcid | 0000-0003-3981-993X | |
dc.gnosis.orcid | 0000-0002-3319-7677 | |