Map matching for low-sampling-rate GPS trajectories by exploring real-time moving directions
YL Hsueh, HC Chen - Information Sciences, 2018 - Elsevier
… the real-time moving direction for map matching. Our experiments indicate that STD-matching
achieves up to 92.97% accuracy for high-sampling-rate (under 1 minute) GPS trajectories …
achieves up to 92.97% accuracy for high-sampling-rate (under 1 minute) GPS trajectories …
A trajectory collaboration based map matching approach for low-sampling-rate GPS trajectories
… Exploring an effective method of clustering … algorithm by considering real-time direction
of the GPS reading. The … T 1 represents GPS trajectories moving along a path with multiple …
of the GPS reading. The … T 1 represents GPS trajectories moving along a path with multiple …
Map matching for urban high-sampling-frequency GPS trajectories
M Liu, L Zhang, J Ge, Y Long, W Che - ISPRS International Journal of Geo …, 2020 - mdpi.com
… real-time trajectory map matching methods, offline trajectory … temporal map-matching algorithm
for low-sampling-rate GPS … In particular, when the trajectory point stopped or moved at a …
for low-sampling-rate GPS … In particular, when the trajectory point stopped or moved at a …
An accurate and fast global map-matching approach for low-sampling-rate GPS trajectories
M Du, L Yang, J Yuan - 2020 7th International Forum on …, 2020 - ieeexplore.ieee.org
… in this paper has higher accuracy for both high- and low-sampling rate data, especially in
the case of a low sampling rate. We also analyse the influence of the mean sampling error on …
the case of a low sampling rate. We also analyse the influence of the mean sampling error on …
A hidden Markov model-based map matching algorithm for low sampling rate trajectory data
… equipped with GPS receivers to locate them in real time and … In this article, we also explored
the impacts in details of road … Both manual matching and our algorithm determined that the …
the impacts in details of road … Both manual matching and our algorithm determined that the …
Incremental route inference from low-sampling GPS data: An opportunistic approach to online map matching
… storage, GPS data has to be collected in a low-sampling rate (… ’s trajectories from low-sampling
GPS data in real-time and … or multimodal map matching problem can be explored. Lastly…
GPS data in real-time and … or multimodal map matching problem can be explored. Lastly…
Map Matching for Low-Sampling-Rate GPS Trajectories by Exploring Real-time Moving Directions
HOC CHEN - 中正大學資訊工程學系學位論文, 2016 - airitilibrary.com
… Moreover, most current map-matching algorithms can not handle the matching problem
at … based matching algorithm (STD-matching) for low-sampling-rate GPS trajectories. STD-…
at … based matching algorithm (STD-matching) for low-sampling-rate GPS trajectories. STD-…
L2mm: learning to map matching with deep models for low-quality gps trajectory data
… Map matching for low-sampling-rate GPS trajectories by exploring realtime moving
directions. Information Sciences 433–434 (2018), 55–69. DOI:https://doi.org/10.1016/j.ins.2017.12.…
directions. Information Sciences 433–434 (2018), 55–69. DOI:https://doi.org/10.1016/j.ins.2017.12.…
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services
… low-sampling-rate GPS trajectories. In contrast, the high-sampling-rate … and real-time traffic
data for adjacent and target links. … , map matched observed PTT for actual paths (AP) and for …
data for adjacent and target links. … , map matched observed PTT for actual paths (AP) and for …
A Fast Real-time Map-Matching for Unstable Sampling-rate GPS Trajectories
J Peng, Y Cao, Z Ding, J Yan - Proceedings of the 2019 7th International …, 2019 - dl.acm.org
… direction of travel, which means that not all roads have two directions. If the angle is a ∈ [0,
π … of adjacent GPS points, if the amount of data that the taxi does not move exceeds 30%, the …
π … of adjacent GPS points, if the amount of data that the taxi does not move exceeds 30%, the …