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首页> 外文期刊>International Journal of Advanced Robotic Systems >A Fuzzy Obstacle Avoidance Controller Using a Lookup-Table Sharing Method and Its Applications for Mobile Robots
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A Fuzzy Obstacle Avoidance Controller Using a Lookup-Table Sharing Method and Its Applications for Mobile Robots

机译:使用查找表共享方法的模糊避障控制器及其在移动机器人中的应用

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A Lookup-Table (LUT) based design enhances the processing speed of a fuzzy obstacle avoidance controller by reducing the operation time. Also, a LUT sharing method provides efficient ways of reducing the LUT memory size. In order to share the LUT which is used for a fuzzy obstacle avoidance controller, an idea of using a basis function is developed. As applications of the shared LUT-based fuzzy controller, a laser-sensor-based fuzzy controller and an ultrasonic-sensor-based fuzzy controller are introduced in this paper. This paper suggests a LUT sharing method that reduces the LUT buffer size without a significant degradation of the performance. The LUT sharing method makes the buffer size independent of the fuzzy system's complexity. A simulation using MSRDS (Microsoft Robotics Developer Studio) is used to evaluate the proposed method. To investigate the performance of the controller, experiments are carried out using a Pioneer P3-DX with LabVIEW as an integration tool. Although the simulation and experi...
机译:基于查找表(LUT)的设计通过减少操作时间来提高模糊避障控制器的处理速度。此外,LUT共享方法提供了减少LUT存储器大小的有效方法。为了共享用于模糊避障控制器的LUT,提出了使用基函数的想法。作为基于共享LUT的模糊控制器的应用,本文介绍了基于激光传感器的模糊控制器和基于超声传感器的模糊控制器。本文提出了一种LUT共享方法,该方法可以减小LUT缓冲区的大小而不会显着降低性能。 LUT共享方法使缓冲区大小与模糊系统的复杂度无关。使用MSRDS(Microsoft Robotics Developer Studio)进行的仿真用于评估所提出的方法。为了研究控制器的性能,使用带有LabVIEW作为集成工具的Pioneer P3-DX进行了实验。虽然仿真和实验...

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