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Micro controller-based fuzzy logic controller for a small autonomous underwater robot

机译:小型自主水下机器人基于微控制器的模糊逻辑控制器

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摘要

Mobile systems traveling through a complex environment, lil@ underwater environments, present major dfficulties in determining accurate dynamic models. Autonomous underwater vehicle motion in these conditions requires investigation of competent control solutions that guarantee robustness against external parameter uncertainty. In this paper, a microcontroller-basedfuzzy logic controller is introduced to stabilize balancing the robot while it is movingforward. This approach is applied to one onboard microcontroller which is inside small AUV and the control system is able to meet the required robustness. The significance of this work is because of using a microcontroller with its limited amount of on-chip MM rather than using commercial computer. It is implemented along with a fuzzy PI controller as the supemisor, and evaluated through experiments. It is shown that the characteristics of the fuzzy logic, such as flexibility of the I/O selection and saturation of the outputs, provide favorable performance to the control systemfor AUVs.
机译:穿越复杂环境(lil @水下环境)的移动系统在确定准确的动态模型方面存在重大困难。在这种情况下,水下航行器的自主运动需要对有效的控制解决方案进行研究,以确保针对外部参数不确定性的鲁棒性。在本文中,引入了一种基于微控制器的模糊逻辑控制器,以稳定机器人向前移动时的平衡。这种方法适用于小型AUV内的一个板载微控制器,并且控制系统能够满足所需的鲁棒性。这项工作的意义在于,因为使用了数量有限的片上MM的微控制器,而不是商用计算机。它与模糊PI控制器作为替代者一起实现,并通过实验进行评估。结果表明,模糊逻辑的特性(例如I / O选择的灵活性和输出的饱和度)为AUV的控制系统提供了良好的性能。

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