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

Tao Liu

发表年份
2017
引用次数
4

摘要

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.

关键词

Mobile robotComputer scienceRobotHeading (navigation)Attitude and heading reference systemArtificial neural networkComponent (thermodynamics)Artificial intelligenceControl engineeringInertial measurement unit

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