非完整移动机器人的仿生导航

A. Alaeddini, K. Morgansen
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引用次数: 2

摘要

这项工作解决了使用昆虫视觉运动系统驱动的光流传感方法的自主飞行器导航问题。这里,考虑了该问题的状态估计和冲突解决方面。具体来说,研究了任意数量传感器的机器人的可观测性,确定了光流传感器的最小数量和可观测系统所需的传感器配置。对某一点线性化的系统动态是不可观测的,但基于李氏导数的非线性可观测性分析表明,传感器的测量结果为估计系统的状态提供了足够的信息。还描述了保证无冲突路径的控制策略。在这项工作中,考虑了平面障碍物,如墙壁。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bioinspired Navigation for a Nonholonomic Mobile Robot
This work addresses the problem of navigation of an autonomous flying vehicle using an optic flow sensing approach motivated by the visuomotor system of insects. Here, the state estimation and conflict resolution aspects of this problem are considered. Specifically, the observability of the robot with an arbitrary number of sensors is investigated, and the minimum number of optic flow sensors and the sensor configuration necessary to have an observable system are determined. The system dynamics linearized about a point are not observable, but a nonlinear observability analysis based on Lie derivatives indicates that the sensor measurements provide enough information for estimating the states of the system. A control policy that guarantees a conflict-free path is also described. In this work, planar obstacles are considered, such as walls. The results are demonstrated in simulation.
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