空间漫游者未知环境下粗糙地形检测与规避设计方法

Sosuke Chiba, K. Uchiyama, Kai Masuda
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摘要

本文介绍了一种未知行星上存在粗糙区域的探测车的制导与控制方法。当太空漫游者落入粗糙区域时,它的任务有时会中断。为了克服这个问题,我们提出了一种不使用安装在漫游车上的相机图像,由观察者检测和避开崎岖地形的方法。该观测器基于自适应扰动控制(DAC)方法,由于非线性项随高土壤阻力区等粗糙地形的变化而变化,该观测器对包括运行阻力和滑移率在内的非线性项进行估计。因此,该方法可以在不使用视觉传感器的情况下自动检测和避开崎岖地形。由于在非gps环境下,太空漫游者在执行任务时也应该确定自己的位置。将扩展卡尔曼滤波同时定位与映射(EKF-SLAM)应用于空间漫游者。通过数值仿真验证了该方法对空间漫游者在崎岖地形上的顺利探测和规避。
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Design Method of Rough Terrain Detection and Avoidance in Unknown Environment for Space Rover
This paper describes the guidance and control method for an exploration rover in an unknown planet where a rough area exists. A mission of a space rover is sometimes interrupted when the rover falls into the rough area. To overcome this problem, we propose the method that detects and avoids rough terrain by an observer without the use of images of a camera mounted on the rover. The observer, which is based on Disturbance Accommodating Control (DAC) method, estimates nonlinear terms including running resistance and slip ratio because nonlinear term changes by rough terrain such as high soil resistance area. Therefore, the proposed method enables to detect and avoid the rough terrain automatically without the use of vision sensors. Space rover also should identify its position during a mission because of a non-GPS environment. Expanded Kalman Filter simultaneous localization and mapping (EKF-SLAM) is applied to a space rover. The numerical simulation is conducted to verify that a space rover detects and avoids the rough terrain smoothly by using the proposed method.
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