IMU Aided GPS Based Navigation of Ackermann Steered Rover

Muhammad Sufyan Arshad, Ijlal Hussain, A. R. Maud, Moazam Maqsood
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Abstract

GPS signal loss is a major issue when the navigation system of rovers is based solely on GPS for outdoor navigation rendering the rover stuck in the mid of the road in case of signal loss. In this study, a low-cost IMU aided GPS-based navigation system for Ackermann Steered mobile robots is presented and tested to cater to the issue of GPS signal loss along. GPS path is selected and fed using the android application which provides real-time location tracking of the rover on the map embedded into the application. System utilizes Arduino along with the node MCU, compass, IMU, Rotary encoders, and an Ackermann steered rover. Controller processes the path file, compares its current position with the path coordinates and navigates using inertial sensor aided navigation algorithm, avoiding obstacles to reach its destination. IMU measures the distance traveled from each path point, and in case of signal loss, it makes the rover move for the remaining distance in the direction of destination point. Rover faced a sinusoidal motion due to the steering, so PID was implemented. The system was successfully tested on the IST premises and finds its application in the delivery trolley, institutional delivery carts, and related applications.
基于IMU辅助GPS的阿克曼操纵漫游车导航
GPS信号丢失是漫游者的导航系统完全依靠GPS进行室外导航时的一个主要问题,一旦信号丢失,漫游者就会被困在路中间。本研究针对Ackermann steering移动机器人中GPS信号丢失的问题,提出并测试了一种低成本IMU辅助GPS导航系统。GPS路径的选择和输入使用android应用程序,该应用程序在嵌入到应用程序中的地图上提供实时位置跟踪。系统利用Arduino以及节点MCU,指南针,IMU,旋转编码器和阿克曼转向漫游者。控制器对路径文件进行处理,将其当前位置与路径坐标进行比较,利用惯性传感器辅助导航算法进行导航,避开障碍物到达目的地。IMU测量从每个路径点出发的距离,在信号丢失的情况下,使漫游车沿着目的地方向移动剩余的距离。由于转向,火星车面临正弦运动,因此采用PID控制。该系统在IST的前提下成功地进行了测试,并在送货手推车,机构送货手推车和相关应用中得到了应用。
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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