3 citations · 5 across the 8 of their papers we have counts for
4 papers · 1 filter
Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data?
Guopeng Li, Victor L. Knoop, J. W. C. +1
Network-level traffic condition forecasting has been intensively studied for decades. Although prediction accuracy has been continuously improved with emerging deep learning models…
Macroscopic analysis and modelling of multi-class, flexible-lane traffic
Victor L. Knoop, Wouter J. Schakel, Tim P. van Oijen +1
An excessive demand of vehicles to a motorway bottleneck leads to traffic jams. Motorbikes are narrow and can drive next to each other in a lane, or in-between lanes in low speeds.…
Game-theoretical approach to decentralized multi-drone conflict resolution and emergent traffic flow operations
Serge Hoogendoorn, Victor Knoop, Hani Mahmassani +1
This paper introduces decentralized control concepts for drones using differential game theory. The approach optimizes the behavior of an ego drone, assuming the anticipated behavi…
Large Car-following Data Based on Lyft level-5 Open Dataset: Following Autonomous Vehicles vs. Human-driven Vehicles
Guopeng Li, Yiru Jiao, Victor L. Knoop +2
Car-Following (CF), as a fundamental driving behaviour, has significant influences on the safety and efficiency of traffic flow. Investigating how human drivers react differently w…