제어로봇시스템학회논문지 (Journal of Institute of Control, Robotics and Systems)
- 제15권2호
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- Pages.192-197
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- 2009
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- 1976-5622(pISSN)
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- 2233-4335(eISSN)
DOI QR Code
단일 영상과 LM 신경망 퍼지제어기를 적용한 장애물 회피 시스템
Obstacle Avoidance System Using a Single Camera and LMNN Fuzzy Controller
- 발행 : 2009.02.01
초록
In this paper, we proposed the obstacle avoidance system using a single camera image and LM(Levenberg-Marquart) neural network fuzzy controller. According to a robot technology adapt to various fields of industry and public, the robot has to move using self-navigation and obstacle avoidance algorithms. When the robot moves to target point, obstacle avoidance is must-have technology. So in this paper, we present the algorithm that avoidance method based on fuzzy controller by sensing data and image information from a camera and using the LM neural network to minimize the moving error. And then to verify the system performance of the simulation test.