Abstract

Over the last few years, there has been a significant increase in people’s dependence on passenger and freight transport. As a result, traffic infrastructure is congested, especially in big city centers and, at critical times, this is to the point of traffic collapse. This has led to the need to address this situation by the progressive deployment of Intelligent Transport Systems (ITS), which are used to optimize traffic, to increase traffic flow, and to improve transport safety, including reduction of adverse environmental impacts. In 2018, the first results of the C-Roads Platform which is a joint initiative of European Member States and road operators for testing and implementing C-ITS services in light of cross-border harmonization and interoperability (C-ROADS) Czech Republic project were put into operation in Brno, closely related to the international initiative to support the data structure for future communication between vehicles and intelligent transport infrastructure. A system of transport organization and safety was introduced in the city of Brno, which manages key information and ensures central management of partial systems of transport organization and safety. The most important part of this system is the parking organization system discussed in this article. The main objective was to streamline the parking system in the city center of Brno and in the immediate vicinity by preventing unauthorized long-term parking, ensuring an increased number of parking places for residents and visitors by increasing the turnover of parking. The aim of the research was to investigate (i) the possibility and optimal use of Geographic Information System (GIS) technology for resident parking system solutions, (ii) the integration of Global Satellite Navigation Systems (GNSS) satellite data and image data collected by cameras on the move and (iii) the possibility of using network algorithms to optimize mobile data collection planning. The aim of our study is to design and optimize the integrated collection of image data localized by satellite GNSS technologies in the GIS environment to support the resident parking system, including an evaluation of its effectiveness. To achieve this goal, a residential parking monitoring system was designed and implemented, based on dynamic monitoring of the parking state using a vehicle equipped with a digital camera system and Global Satellite Navigation Systems (GNSS) technology for measuring the vehicle position, controlled by spatial and attribute data flow from static and dynamic spatial databases in the Geographic Information System (GIS), which integrate the whole monitoring system. The control algorithm of a vehicle passing through the street network works on the basis of graph theory with a defined recurrence interval for the same route, taking into account other parameters such as the throughput of the street network at a given time, its traffic signs and the usual level of traffic density. Statistics after one year of operation show that the proposed system significantly increased the economic yield from parking areas from the original 30% to 90%, and reduced the overall violation of parking rules to only 10%. It further increased turnover and thus the possibility of short-term parking for visitors and also ensured availability of parking for residents in the historical center of Brno and surrounding monitored areas.

Highlights

  • Brno is the second largest city in the Czech Republic and has about 500,000 inhabitants

  • The rapid deployment of mobile digital technologies is changing the way we provide traffic information or current changes that affect traffic

  • The evaluation uses the position and time of the control vehicle at the time of recording. This information is part of the scanned data (TrackPoints). After completing this data evaluation process, the phase of comparison is followed, where the remaining photo documentation is subjected to the automated license plate recognition of the parked vehicles, and these license plates are compared with the SOBD database, which includes information on vehicle registrations parked in regulated resident parking lots

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Summary

Introduction

Brno is the second largest city in the Czech Republic and has about 500,000 inhabitants. Brno is a university city with a strong support for science, research and development, represented by more than 100 scientific research institutions. The most important are, for example, medical and research centers covered by Masaryk University or technical research centers under the auspices of the Brno. Brno has the ambition to be a modern city that uses modern technology and applies information technology to many areas of social life. The map portal [1] provides an on-line basic map of the city, as well as many thematically oriented map sets, such as, in the area of spatial planning, price maps, 3D building models, temperature maps, maps of water resources, georisk maps, etc. The basic maps relating to the city of Brno can be found at the geoportal [2]

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