44 citations · 107 across the 5 of their papers we have counts for
5 papers
Antifragile perimeter control: Thriving on disruptions through reinforcement learning
Linghang Sun, Michail A. Makridis, Alexander Genser +3
The optimal operation of transportation systems is often susceptible to unexpected disruptions. Many established control strategies reliant on mathematical models can struggle with…
Time-to-Green predictions for fully-actuated signal control systems with supervised learning
Alexander Genser, Michail A. Makridis, Kaidi Yang +3
Recently, efforts have been made to standardize signal phase and timing (SPaT) messages. These messages contain signal phase timings of all signalized intersection approaches. This…
An Experimental Urban Case Study with Various Data Sources and a Model for Traffic Estimation
Alexander Genser, Noel Hautle, Michail Makridis +1
Accurate estimation of the traffic state over a network is essential since it is the starting point for designing and implementing any traffic management strategy. Hence, traffic o…
Critical ride comfort detection for automated vehicles
Alexander Genser, Roland Spielhofer, Philippe Nitsche +1
In a future connected vehicle environment, an optimized route and motion planning should not only fulfill efficiency and safety constraints but also minimize vehicle motions and os…
Dynamic optimal congestion pricing in multi-region urban networks by application of a Multi-Layer-Neural network
Alexander Genser, Anastasios Kouvelas
Traffic management by applying congestion pricing is a measure for mitigating congestion in protected city corridors. As a promising tool, pricing improves the level of service in…