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Bio-inspired autonomous navigation system for logistics mobile robots with inertial AHRS

机译:生物启发自主导航系统,用于物流移动机器人具有惯性AHRS

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Implementing the neural mechanism of animal cognition in mobile robots control is a natural way to make the development of bio-inspired autonomous robots with more robust functionality. The neuroscience researches confirm that grid cells play a special role in animals' spatial navigation. This paper presents a design scheme that implements the continuous attractor neural network model of grid cells in mobile robots' navigation control with an attitude and heading reference systems (AHRS) sensor as self-motion sensing component. Based on the design, the autonomous mobile robots could work robustly and well in more flexible and unstructured environments.
机译:在移动机器人控制中实施动物认知的神经机制是一种利用更强大的功能发展生物启发自主机器人的自然方式。神经科学研究证实,网格细胞在动物空间导航中发挥着特殊作用。本文介绍了一种设计方案,实现了移动机器人导航控制中的网格电池的连续吸引子神经网络模型,其具有姿态和标题参考系统(AHRS)传感器作为自动运动传感组件。基于设计,自主移动机器人可以在更灵活和非结构化的环境中稳健起作用。

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