Considering the complex traffic operation environment in the core areas and transportation hubs of modern cities, we develop multi-dimensional parameter detection techniques and state description methods for vehicular and pedestrian traffic flows, with special emphasis on the transit cooperative vehicle infrastructure system, coordinated controls of trams and road traffic, and the analysis and optimization of the operation of large parking places.