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Citation

Pecherková Pavla and Flídr Miroslav and Duník Jindřich : Application of Estimation Techniques on Queue Lengths Estimation in Traffic Network . Proceedings of 2008 7th IEEE International Conference on Cybernetic Intelligent Systems, vol. ;, p. 257-262, IEEE, Middlesex, United Kingdom, 2008.

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.

Detail of publication

Title: Application of Estimation Techniques on Queue Lengths Estimation in Traffic Network
Author: Pecherková Pavla ; Flídr Miroslav ; Duník Jindřich
Language: English
Year: 2008
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Proceedings of 2008 7th IEEE International Conference on Cybernetic Intelligent Systems
Číslo vydání: ;
Page: 257 - 262
ISBN: 978-1-4244-2914-1
Publisher: IEEE
Address: Middlesex, United Kingdom
Date: 10 Sep 2008
2011-03-15 16:21:32 / 2011-03-15 16:21:32 / 1

Keywords

traffic system model, stochastic systems, state estimation, Kalman filtering

BibTeX

@INPROCEEDINGS{PecherkovaPavla_2008_Applicationof,
 author = {Pecherkov\'{a} Pavla and Fl\'{i}dr Miroslav and Dun\'{i}k Jind\v{r}ich},
 title = {Application of Estimation Techniques on Queue Lengths Estimation in Traffic Network},
 year = {2008},
 publisher = {IEEE},
 journal = {Proceedings of 2008 7th IEEE International Conference on Cybernetic Intelligent Systems},
 address = {Middlesex, United Kingdom},
 volume = {;},
 pages = {257-262},
 ISBN = {978-1-4244-2914-1},
 note = {Dopln\v{e}no UT ISI},
 url = {http://www.kky.zcu.cz/en/publications/PecherkovaPavla_2008_Applicationof},
}