Lee, Shin, Walter, Simon and Howlett, R.J. (2008) Intelligent GPS-Based vehicle control for improved fuel consumption and reduced emissions In: Knowledge-Based Intelligent Information and Engineering Systems, 12th International Conference, KES 2008, 3-5 Sept 2008, Zagreb, Croatia.
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The development of in-vehicle control systems such as Global Positioning Systems (GPS) provides static and dynamic road information. This widely accessible technology can be used to develop an auxiliary control sub-system to reduce vehicle fuel consumption as well as improve road safety and comfort. The raw GPS data from the receiver were processed and integrated with the past trajectory using a Neuro-fuzzy technique. The system essentially used a fuzzy logic derived relief map of the test route and this was further validated and corrected based on the past trajectory from the GPS sensor. The information was then processed and translated in order to estimate the future elevation of the vehicle. Experimental results demonstrated the feasibility and robustness of the system for potential application in vehicle control for reduced fuel consumption and emissions.
|Item Type:||Contribution to conference proceedings in the public domain ( Full Paper)|
|Additional Information:||© Springer-Verlag Berlin Heidelberg 2008|
|Subjects:||G000 Computing and Mathematical Sciences
H000 Engineering > H600 Electrical and Electronic Engineering
H000 Engineering > H300 Mechanical Engineering > H330 Automotive Engineering
G000 Computing and Mathematical Sciences > G700 Artificial Intelligence
|Faculties:||Faculty of Science and Engineering > School of Computing, Engineering and Mathematics > Engineering and Product Design Research|
|Depositing User:||Shaun Lee|
|Date Deposited:||11 Mar 2010|
|Last Modified:||25 Mar 2015 14:45|
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