Institute of Information Theory and Automation

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Dept.: AS Duration: 2011 - 2014
The aim of this project is to create, verify and hand over to the industrial partner a prototype of a small urban traffic control system with an open interface. The control system is inspired by an existing macroscopic state-space model of an urban transportation network, that has been tested in real traffic conditions in winter 2010. The core of the proposed system is a new mesoscopic model...
Dept.: AS Duration: 2010 - 2011
Many engineering systems can be characterised as complex since they have a nonlinear behaviour incorporating a stochastic uncertainty. Urban traffic systems or traffic pollution propagation models are typical representatives of such complex systems. One of the most appropriate methods for modelling such systems is based on the application of Gaussian processes. Gaussian process models provide a...