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Intelligent Path Planning of Vision-Based Mobile Robot with Fuzzy Approach

Intelligent Path Planning of Vision-Based Mobile Robot with Fuzzy Approach
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摘要 The path planning problem for intelligent mobile robots involves two main problems:the represent of task environment including obstacles and the development of a strategy to determine a collision-free route.In this paper, new approaches have been developed to solve these problems.The first problem was solved using the fuzzy system approach,which represent obstacles with a circle.The other problem was overcome through the use of a strategy selector,which chooses the best strategy between velocity control strategy and direction control strategy. The path planning problem for intelligent mobile robots involves two main problems:the represent of task environment including obstacles and the development of a strategy to determine a collision-free route.In this paper, new approaches have been developed to solve these problems.The first problem was solved using the fuzzy system approach,which represent obstacles with a circle.The other problem was overcome through the use of a strategy selector,which chooses the best strategy between velocity control strategy and direction control strategy.
作者 张一巍
出处 《自动化技术与应用》 2002年第5期25-28,共4页 Techniques of Automation and Applications
关键词 模糊控制 计算机控制 网络控制 Path planning Vision-based robot Fuzzy
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参考文献5

  • 1H. Noborio, T,. Nauiva, and S.Arimoto, "A fesible moticon- planning algorithm for a mobile robot in a quadtreerepresentation,"[C] in Processdings of the IEEE International Conference onRoboticsand Automation, 1933, pp. 327 - 332.
  • 2J.O. Kim andP. K. Khosla, "Real- time obstacle avoidanceusing hamonicpotential functions, "[J] IEEE Transactions on R oboticsand Auttomation, Vol. 8, No.3, pp. 338 - 349, June 1992.
  • 3Yunfeng Wang and Gregory S. Chirikjian, "A New PotentialField Method for RobotPath Planning", "[C] IEEE International Conference on Robotics & Automation,2000, pp 977 - 982.
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  • 5KunHsiangWu, Chin Hsing Chen and Jiann Der Lee, "Genetic - Based AdaptiveFuzzy Controller for Robot Path Planning" [ C]IEEE, 1996, pp 1687 - 1692.

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