Results 11 to 20 of about 172,768 (247)
Map Matching with Simplicity Constraints [PDF]
, 2013 We study a map matching problem, the task of finding in an embedded graph a path that has low distance to a given curve in R^2. The Fr\'echet distance is a common measure for this problem.
Meulemans, Wouter
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Conditional Random Field-Based Offline Map Matching for Indoor Environments [PDF]
Sensors, 2016 In this paper, we present an offline map matching technique designed for indoor localization systems based on conditional random fields (CRF). The proposed algorithm can refine the results of existing indoor localization systems and match them with the ...
Safaa Bataineh +4 more
doaj +2 more sources
Map Matching for Intelligent Speed Adaptation [PDF]
IET Intelligent Transport Systems, 2007 Udgivelsesdato ...
Jensen, Christian Søndergaard +3 more
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Map-Matching Error Identification in the Absence of Ground Truth
ISPRS International Journal of Geo-Information, 2022 Map-matching of trajectory data has widespread applications in vehicle tracking, traffic flow analysis, route planning, and intelligent transportation systems.
Subhrasankha Dey +2 more
doaj +1 more source
HMM-Based Map Matching and Spatiotemporal Analysis for Matching Errors with Taxi Trajectories
ISPRS International Journal of Geo-Information, 2023 Map matching of trajectory data has wide applications in path planning, traffic flow analysis, and intelligent driving. The process of map matching involves matching GPS trajectory points to roads in a roadway network, thereby converting a trajectory ...
Lin Qu +4 more
doaj +1 more source
AUTONOMOUS VEHICLES LOCALISATION BASED ON SEMANTIC MAP MATCHING METHOD [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023 In autonomous driving systems, a positioning method that can be used in scenarios with no satellite signals or long signal interruptions is a must. In this paper, we address the problems in map construction methods and map matching methods in scenes ...
H. Huang, D. Yu, J. Yang, X. Liu
doaj +1 more source
IEEE Access, 2021 This paper proposes a map-matching based precise positioning system for highways. The proposed system fuses multiple sensors such as a camera, conventional GPS, and vehicle motion sensors widely adapted in mass-produced vehicles.
Kyoungtaek Choi +2 more
doaj +1 more source
Physically consistent map matching
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022 An important data source for traffic analysis is GPS trajectory data. However, due to measurement inaccuracies, such data does not necessarily align well with data describing the road network. Hence, GPS data typically needs to be aligned with the road network before further analysis can take place; this process is called map matching.
Custers, Bram A. +4 more
openaire +1 more source
ISPRS International Journal of Geo-Information, 2020 Taxi mobility data plays an important role in understanding urban mobility in the context of urban traffic. Specifically, the taxi is an important part of urban transportation, and taxi trips reflect human behaviors and mobility patterns, allowing us to ...
Boxi Shen +4 more
doaj +1 more source
PyTrack: A Map-Matching-Based Python Toolbox for Vehicle Trajectory Reconstruction
IEEE Access, 2022 The exponential growth of IoT devices, smartphones, smartwatches, and vehicles equipped with positioning technology, such as Global Positioning System (GPS) modules, has boosted the development of location-based services for several applications in ...
Matteo Tortora +2 more
doaj +1 more source