한국공작기계학회:학술대회논문집 (Proceedings of the Korean Society of Machine Tool Engineers Conference)
- 한국공작기계학회 2001년도 춘계학술대회 논문집(한국공작기계학회)
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- Pages.250-254
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- 2001
퍼지-뉴럴 제어기법에 의한 이동 로봇의 자율주행 제어시스템 개발
Development of Automatic Cruise Control System of Mobile Robot Using Fuzzy-Neural Control Technique
초록
This paper presents a new approach to the design of cruise control system of a mobile robot with two drive wheel. The proposed control scheme uses a Gaussian function as a unit function in the fuzzy-neural network, and back propagation algorithm to train the fuzzy-neural network controller in the framework of the specialized learning architecture. It is proposed a learning controller consisting of two neural network-fuzzy based on independent reasoning and a connection net with fixed weights to simply the neural networks-fuzzy. The performance of the proposed controller is shown by performing the computer simulation for trajectory tracking of the speed and azimuth of a mobile robot driven by two independent wheels.
키워드