openscience – pNEUMA | open-traffic

Inferring vehicle spacing in urban traffic from trajectory data

PublicationsOctober 5, 20236KViews 0Likes 0Comments

A paper by Yiru Jiao, Simeon Calvert, Sander van Cranenburgh and Hans van Lint was published inTransportation Research Part C: Emerging Technologies entitled "Inferring vehicle spacing in urban traffic from trajectory data". The authors utilise the pNEUMA dataset to infer the average two-dimensional (2D) spacing between interacting vehicles in urban traffic. Highlights A method to…

The relation of traffic congestion and noise emissions using the pNEUMA dataset

PublicationsSeptember 1, 202311KViews 0Likes 0Comments

A paper by Jasso Espadaler Clapés,Manos Barmpounakis and Nikolas Geroliminis was published inTransportation Research Part D: Transport and Environment entitled "Traffic congestion and noise emissions with detailed vehicle trajectories from UAVs". The authors utilise the pNEUMA dataset to investigate the relation between noise emissions and traffic congestion. Abstract Excessive noise in cities due to road…

Treating Noise and Anomalies in pNEUMA dataset

Code, PublicationsMay 1, 20232KViews 0Likes 0Comments

A collaboration between researchers from EPFL LUTS and TUM TUM School of Engineering and Design resulted in the publication of a paper entitled "Treating Noise and Anomalies in Vehicle Trajectories From an Experiment With a Swarm of Drones" in IEEE Transactions on Intelligent Transportation Systems. Vishal Mahajan, Manos Barmpounakis, Md. Rakib Alam, Nikolas Geroliminis and…

pNEUMA Vision: The visual extension of pNEUMA

PublicationsJanuary 9, 20234KViews 0Likes 0Comments

You can download the extension of the pNEUMA dataset, nicknamed pNEUMA Vision in the downloads section of our website or here. pNEUMA Vision incorporates imagery data and annotations of vehicles in the form of image coordinates along with newly added vehicle trajectory features like azimuth. More information can be found in the related journal article…

Empirical investigation of the emission-macroscopic fundamental diagram

PublicationsNovember 16, 20217KViews 0Likes 0Comments

A new paper was published in Transportation Research Part D: Transport and Environment entitled "Empirical investigation of the emission-macroscopic fundamental diagram co-authored by LUTS members and Prof. Gonzales from University of Massachussets Amherts, USA. Highlights We analyse vehicle emissions in a multi-modal urban area using the pNEUMA dataset. EPA’s microscopic emission model, project level MOVES…

UAS4T Competition results and codes

Code, Various NewsSeptember 24, 202013KViews 0Likes 0Comments

In a previous post we announced that during the 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2020), the UAS4T Competition organized by the IEEE ITSS Technical Activities Sub-Committee “Transportation 5.0” would utilize the πNEUMA dataset. The teams had the chance to get familiar with the πNEUMA sample dataset and after almost a…

Tag: openscience

Inferring vehicle spacing in urban traffic from trajectory data

The relation of traffic congestion and noise emissions using the pNEUMA dataset

Treating Noise and Anomalies in pNEUMA dataset

pNEUMA Vision: The visual extension of pNEUMA

UAS4T Competition results and codes

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