Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
A neural-fuzzy controller for intelligent cruise control of vehicle in highways
This paper presents a neuro-fuzzy controller for intelligent cruise control (ICC) of vehicles. One of the objectives of ICC is to achieve automatic vehicle following in a safe, reliable and smooth way. This paper focuses on the longitudinal control by following the speed of the leading vehicle and keeping constant time headway safety distance at the same time. A fuzzy membership function based neural networks is used to combine the advantage of fuzzy logics and neural network. This network is similar to radial basis function network (RBFN) and can be used for online learning due to its fast training. Simulation results are included to show the validity of the algorithm.
A neural-fuzzy controller for intelligent cruise control of vehicle in highways
This paper presents a neuro-fuzzy controller for intelligent cruise control (ICC) of vehicles. One of the objectives of ICC is to achieve automatic vehicle following in a safe, reliable and smooth way. This paper focuses on the longitudinal control by following the speed of the leading vehicle and keeping constant time headway safety distance at the same time. A fuzzy membership function based neural networks is used to combine the advantage of fuzzy logics and neural network. This network is similar to radial basis function network (RBFN) and can be used for online learning due to its fast training. Simulation results are included to show the validity of the algorithm.
A neural-fuzzy controller for intelligent cruise control of vehicle in highways
Lin Cai, (Autor:in) / Rad, A.B. (Autor:in) / Chan, W.L. (Autor:in) / Ho, M.L. (Autor:in)
01.01.2003
263190 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
A Neural-Fuzzy Controller for Intelligent Cruise Control of Vehicle in Highways
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