Title :
Application of estimation techniques on queue lengths estimation in traffic network
Author :
Pavla Pecherkova;Miroslav Flidr;Jindrich Dunik
Author_Institution :
Research Centre Data - Algorithms - Decision Making, Department of Adaptive Systems, Institute of Information Theory and Automation of the Academy of Sciences of the Czech Republic, Pod vod?arenskou v?.??. 4, 182 08, Prague, Czech Republic
Abstract :
The paper deals with the application of the state and parameter estimation techniques in the area of traffic control. The most important properties of the traffic system are described and the model of the traffic system, based on the traffic flow conservation principle, is presented. Various estimation and identification techniques are briefly introduced and applied for three types of roads and micro-regions, namely for city ring road, peripheral road, and city centre. Performance of estimation techniques is validated, using the derived models on real and synthetic data coming from Prague, with respect to accuracy and complexity.
Keywords :
"Telecommunication traffic","Traffic control","Communication system traffic control","Roads","Control systems","Adaptive control","State estimation","Adaptive systems","Programmable control","Cities and towns"
Conference_Titel :
Cybernetic Intelligent Systems, 2008. CIS 2008. 7th IEEE International Conference on
Print_ISBN :
978-1-4244-2914-1
DOI :
10.1109/UKRICIS.2008.4798947
