Autonomous Flight Using UWB-Based Positioning System with Optical Flow Sensors in a GPS-Denied Environment

Yoshiyuki Higashi, Kenta Yamazaki
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Abstract

This study presents the positioning method and autonomous flight of a quadrotor drone using ultra-wideband (UWB) communication and an optical flow sensor. UWB communication obtains the distance between multiple ground stations and a mobile station on a robot, and the position is calculated based on a multilateration method similar to global positioning system (GPS). The update rate of positioning using only UWB communication devices is slow; hence, we improved the update rate by combining the UWB and inertial measurement unit (IMU) sensor in the prior study. This study demonstrates the improvement of the positioning method and accuracy by sensor fusion of the UWB device, an IMU, and an optical flow sensor using the extended Kalman filter. The proposed method is validated by hovering and position control experiments and also realizes a sufficient rate and accuracy for autonomous flight.
gps拒绝环境下基于超宽带光流传感器定位系统的自主飞行
研究了利用超宽带通信和光流传感器实现四旋翼无人机定位和自主飞行的方法。UWB通信获取机器人上多个地面站与移动站之间的距离,并基于类似于全球定位系统(GPS)的多层方法计算位置。仅使用超宽带通信设备的定位更新速度较慢;因此,我们在之前的研究中通过将超宽带与惯性测量单元(IMU)传感器相结合来提高更新速率。本研究演示了利用扩展卡尔曼滤波器将超宽带器件、IMU和光流传感器融合在一起,从而提高了定位方法和精度。通过悬停和位置控制实验验证了该方法的有效性,实现了足够的自主飞行速率和精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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