Accelerated Map Matching for GPS Trajectories
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3046375
Abstract: The processing and analysis of large-scale journey trajectory data is becoming increasingly important as vehicles become ever more prevalent and interconnected. Mapping these trajectories onto a road network is a complex task, largely due to… read more here.
Keywords: gps trajectories; accuracy; matching gps; accelerated map ... See more keywords
Corridor Detection from Large GPS Trajectories Datasets
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DOI: 10.3390/app10145003
Abstract: Given the widespread use of mobile devices that track their geographical location, it has become increasingly easy to acquire information related to users’ trips in real time. This availability has triggered several studies based on… read more here.
Keywords: gps trajectories; trajectories datasets; detection large; large gps ... See more keywords
Estimating Road Segments Using Kernelized Averaging of GPS Trajectories
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DOI: 10.3390/app9132736
Abstract: A method called iTEKA, which stands for iterative time elastic kernel averaging, was successfully used for averaging time series. In this paper, we adapt it to GPS trajectories. The key contribution is a denoising procedure… read more here.
Keywords: estimating road; gps trajectories; segments using; using kernelized ... See more keywords