Title :
Fuzzy logic data analysis of environmental data for traffic control
Author :
Krause, Bemhard ; von Altrock, C. ; Pozybill, Martin
Author_Institution :
Inform GmbH, Aachen, Germany
Abstract :
Traffic control is based on the analysis of traffic detection and environmental conditions. Especially bad environmental conditions are a hazard to car drivers. In this paper fuzzy technologies are used to analyze environmental conditions like road surface, visual range and weather conditions detected by local stations and road sensors. Because of the fact that detection of environmental conditions is uncertain, conventional approaches are unsuitable in a certain evaluation and analysis of the given signals detected by the available equipment. The fuzzy solution takes the diversified equipment of the different detection stations into account, uses a two step plausibility check to determine the quality of sensor signals, computes substitute values as long as comparable sensors are in use and leads to more appropriate results for the evaluation of road surface condition and visual range to indicate slippery road or fog warning. The solution was developed for an existing traffic control system of the B27, a state highway between Stuttgart city, Stuttgart airport and Tubingen, Germany. The unit is part of a complete fuzzy logic traffic control system. Implementations in several other systems are scheduled
Keywords :
automated highways; distance measurement; fuzzy control; fuzzy logic; moisture measurement; road traffic; sensor fusion; temperature measurement; traffic control; B27 state highway; Germany; Stuttgart airport; Stuttgart city; Tubingen; detection stations; environmental conditions; environmental data; fog warning; fuzzy logic data analysis; fuzzy logic traffic control system; fuzzy technologies; road sensors; road surface; slippery road; traffic detection; two step plausibility check; visual range; weather conditions; Air traffic control; Airports; Cities and towns; Data analysis; Fuzzy logic; Hazards; Road transportation; Signal analysis; Signal detection; Traffic control;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.622818