Design for intelligent motion controller of unmanned vehicle

Ruan Jiuhong1, Song Rui2, Li Yibin2
1Shandong Jiaotong University, Jinan, China
2Shandong University of Science and Technology, Jinan, China

Tóm tắt

As the unmanned vehicle is a complicated system, its controller can be regarded as the selection of the controller structure space and the process of seeking proper parameters. It's generally solved by optimal algorithm. This paper details a method in which the T-S fuzzy-neural networks is used as the control strategy and GA as the learning algorithm. This controller would not get trapped into the complicated rules of fuzzy logic controller, nor the intricate analyse in neural networks. This method can be applied in designing of a controller with monitor learning function under actual datum. Additionally, the universality of it caused this method can also be used for designing some other intelligent controllers.

Từ khóa

#Intelligent vehicles #Motion control #Control systems #Intelligent control #Space vehicles #Fuzzy logic #Neural networks #Monitoring #Automatic control #Motion planning