Title :
Smart Driving Simulator using Intelligence
Author :
Hong, You Sik ; Lee, Hyung Ho
Author_Institution :
Dept. of Comput. Eng., SangJi Univ., Wonju
Abstract :
Considering the domestic traffic environment and the increase of traffic accidents, we have been asked to exactly analyze the main causes of accidents for the accident- experienced drivers to be rehabilitated. In this thesis we present the development process and results of a driving simulator using the IPDE method in the interest of safe driving and driving rehabilitation. Through this driving simulation development the rehabilitated driver has the possibility of experiencing the real driving situation with the driving aptitude and examines the reasons of accidents. Through the examinations the driver has the chance to correct the deformities of driving by choosing the explanatory scenes, and through this process the driver is able to develop the capability to react in the real situation. However this driving simulation system is one of the best developed, depending on weather and road condition the braking distance may change. Therefore the fuzzy rule and neural network have been used in this thesis to solve previously mentioned problem. The simulation exactly calculated the road and weather conditions to adjust the breaking intensity.
Keywords :
digital simulation; fuzzy set theory; neural nets; road accidents; road safety; road traffic; traffic engineering computing; IPDE method; braking distance; driving rehabilitation; fuzzy rule; neural network; road condition; safe driving; smart driving simulator; traffic accidents; weather condition; Analytical models; Asphalt; Blood; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Neural networks; Road accidents; Telecommunication traffic; Traffic control; Fuzzy rules; Optimal traffic cycle; Traffic smart agent;
Conference_Titel :
Advanced Communication Technology, 2008. ICACT 2008. 10th International Conference on
Conference_Location :
Gangwon-Do
Print_ISBN :
978-89-5519-136-3
DOI :
10.1109/ICACT.2008.4493889