Title :
Adaptive route guidance system with real-time traffic information
Author :
Li, Caixia ; Anavatti, Sreenatha Gopalarao ; Ray, Tapabrata
Author_Institution :
UNSW@ADFA, Canberra, ACT, Australia
Abstract :
This paper presents a systematic approach to adaptively realize the vehicle routing with the real-time traffic information during the whole time period of a day. It focuses on the route planning procedures for determining the optimal route based on analytical hierarchy process (AHP) and fuzzy logic theory. This approach can adaptively switch from pre-routing to real-time routing based on real-time traffic information to find an optimal route for each O-D (Origin-Destination) pairs. The AHP-FUZZY approach is a multi-criteria combination system, which can greatly simplify the definition of decision strategy and represent the multiple criteria explicitly. A simulation is implemented to compare with the traditional route guidance system and the results are validated.
Keywords :
decision making; fuzzy logic; real-time systems; traffic information systems; AHP-fuzzy approach; adaptive route guidance system; analytical hierarchy process; fuzzy logic theory; multicriteria combination system; real-time traffic information; route planning; vehicle routing; Navigation; Real-time systems; Routing; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338729