An Android and Arduino Based Low-Cost Educational Robot with Applied Intelligent Control and Machine Learning

Author:

Lopez-Rodriguez Francisco M.,Cuesta FedericoORCID

Abstract

Applied Science requires testbeds to carry out experiments and validate in practice the results of the application of the methods. This article presents a low-cost (35–40 euros) educational mobile robot, based on Android and Arduino, integrated with Robot Operating System (ROS), together with its application for learning and teaching in the domain of intelligent automatic control, computer vision and Machine Learning. Specifically, the practical application to visual path tracking integrated with a Fuzzy Collision Risk system, that avoids collision with obstacles ahead, is shown. Likewise, a Wi-Fi positioning system is presented, which allows identifying in which room the robot is located, based on self-collected data and Machine Learning.

Publisher

MDPI AG

Subject

Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Omobot: a low-cost mobile robot for autonomous search and fall detection;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

2. Mobile robots with differential drive with PD pose control utilizing kinematics model;AIP Conference Proceedings;2024

3. Line follower mobile robots with adaptive PID control utilizing kinematic model;AIP Conference Proceedings;2024

4. Multimodal Low-Cost Device for AI Projects Deployment and PoC Validation;IFAC-PapersOnLine;2024

5. Designing a Neural Network-Based Controller: A Practical Educational Tool for Data-Driven Control Courses;2023 World Engineering Education Forum - Global Engineering Deans Council (WEEF-GEDC);2023-10-23

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3