Technical Vision Based Autonomous Navigation Intelligent System of a Mobile Robot

A. Usov, S. S. Rzaev, N. Markovkina
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Abstract

Intelligent autonomous navigation system based on technical vision is considered as part of a training and research project. The Autonomous navigation system and its elements are considered. Problems of creating a prototype are described. The goal of this project is to develop this system for a four-wheeled robot. There are some problems with design: the first one is the hard artificial intelligence (AI) part. The similar AI programms are made for autopilots by Tesla [1] and Google. Also, we are used to look at robots that can move straight. But if you want to turn right or left the robots have to stop and then swerve. This problem is called Dubin’s path. The third problem is the problem of extracting unnecessary elements. They can either disorient the system or add extra calculations inside the program. Next problem is the problem of detecting human. We know that road safety is the most important part of transportation. You need to devote most of your time to this aspect. More precisely, the development of the system as a safety assistant.
基于技术视觉的移动机器人自主导航智能系统
基于技术视觉的智能自主导航系统被认为是培训和研究项目的一部分。研究了自主导航系统及其构成要素。描述了创建原型的问题。这个项目的目标是为四轮机器人开发这个系统。设计有一些问题:第一个是硬人工智能(AI)部分。特斯拉[1]和谷歌也为自动驾驶仪设计了类似的AI程序。此外,我们习惯于看到可以直线移动的机器人。但如果你想向右或向左转弯,机器人必须停下来,然后转向。这个问题叫做杜宾路径。第三个问题是提取不必要元素的问题。它们既可以使系统迷失方向,也可以在程序中添加额外的计算。下一个问题是检测人类的问题。我们知道道路安全是交通运输中最重要的部分。你需要在这方面投入大部分时间。更准确地说,该系统的发展是作为一个安全助手。
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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