DocumentCode :
433962
Title :
Control of a complex traffic junction using fuzzy inference
Author :
Khalid, Marzuki ; Liang, See Chin ; Yusof, Rubiyah
Author_Institution :
Centre for Artificial Intelligence & Robotics, Univ. Teknologi Malaysia, Kuala Lumpur, Malaysia
Volume :
3
fYear :
2004
fDate :
20-23 July 2004
Firstpage :
1544
Abstract :
Fuzzy controllers have been widely used in many consumer products and industrial applications with success over the past two decades. For traffic control, however, fuzzy controllers have not been widely applied. This paper proposes a fuzzy traffic lights controller to be used at a complex traffic junction in the middle of Kuala Lumpur city, Malaysia. The proposed fuzzy traffic lights controller is capable of communicating with neighbor junctions and manages phase sequences and phase lengths adaptively. A real case study of a complex traffic junction is simulated having 4 intersections. Average flow density, average delay time and link overflow of all the 4 intersections are used as performance indices when comparing the fuzzy controller with two other existing traffic lights controllers in Malaysia, namely the preset-cycle time and vehicle-actuated controllers. A simulator has been developed to show the effectiveness of the fuzzy traffic controller which can also be used for teaching purposes.
Keywords :
fuzzy control; fuzzy reasoning; performance index; road traffic; traffic control; Kuala Lumpur city; Malaysia; complex traffic junction control; fuzzy inference; fuzzy traffic lights controller; link overflow; performance indices; phase lengths; phase sequences; preset-cycle time; vehicle-actuated controllers; Cities and towns; Communication system traffic control; Consumer products; Control systems; Fuzzy control; Lighting control; Power generation economics; Road transportation; Road vehicles; Traffic control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference, 2004. 5th Asian
Conference_Location :
Melbourne, Victoria, Australia
Print_ISBN :
0-7803-8873-9
Type :
conf
Filename :
1426872
Link To Document :
بازگشت