Title :
A Practical Intelligent Navigation System based on Travel Speed Prediction
Author :
Wang, Yang ; Beullens, Patrick ; Liu, Honghai ; Brown, David ; Thornton, Tim ; Proud, Richard
Author_Institution :
Inst. of Ind. Res., Univ. of Portsmouth, Portsmouth
Abstract :
This paper presents a novel intelligent navigation system capable of delivering route optimisation and guidance based on travel speed reports supplied by on the road users. The approach integrates fuzzy speed prediction models with a dynamic route optimisation engine to generate routes minimising total expected travel time using predictions on future traffic conditions across a wide road network.
Keywords :
Global Positioning System; driver information systems; fuzzy reasoning; transportation; Global Positioning System; fuzzy speed prediction models; intelligent navigation system; road users; route guidance; route optimisation; travel speed prediction; travel time prediction; Engines; Intelligent systems; Intelligent transportation systems; Navigation; Predictive models; Roads; Routing; Telecommunication traffic; Traffic control; Vehicle dynamics;
Conference_Titel :
Intelligent Transportation Systems, 2008. ITSC 2008. 11th International IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2111-4
Electronic_ISBN :
978-1-4244-2112-1
DOI :
10.1109/ITSC.2008.4732635
