Literature DB >> 33540864

A Novel Real-Time MATLAB/Simulink/LEGO EV3 Platform for Academic Use in Robotics and Computer Science.

Nicolas Montes1, Nuria Rosillo1, Marta C Mora2, Lucia Hilario1.   

Abstract

Over the last years, mobile robot platforms are having a key role in education worldwide. Among others, LEGO Robots and MATLAB/Simulink are being used mainly in universities to improve the teaching experience. Most LEGO systems used in the literature are based on NXT, as the EV3 version is relatively recent. In contrast to the previous versions, the EV3 allows the development of real-time applications for teaching a wide variety of subjects as well as conducting research experiments. The goal of the research presented in this paper was to develop and validate a novel real-time educational platform based on the MATLAB/Simulink package and the LEGO EV3 brick for academic use in the fields of robotics and computer science. The proposed framework is tested here in different university teaching situations and several case studies are presented in the form of interactive projects developed by students. Without loss of generality, the platform is used for testing different robot path planning algorithms. Classical algorithms like rapidly-exploring random trees or artificial potential fields, developed by robotics researchers, are tested by bachelor students, since the code is freely available on the Internet. Furthermore, recent path planning algorithms developed by the authors are also tested in the platform with the aim of detecting the limits of its applicability. The restrictions and advantages of the proposed platform are discussed in order to enlighten future educational applications.

Entities:  

Keywords:  EV3; LEGO Mindstorms; MATLAB; STEAM; Simulink; computational thinking; computer science; robotics

Year:  2021        PMID: 33540864      PMCID: PMC7867358          DOI: 10.3390/s21031006

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  2 in total

1.  MEIoT 2D-CACSET: IoT Two-Dimensional Cartesian Coordinate System Educational Toolkit Align with Educational Mechatronics Framework.

Authors:  Rocío Carrasco-Navarro; Luis F Luque-Vega; Jesús Antonio Nava-Pintor; Héctor A Guerrero-Osuna; Miriam A Carlos-Mancilla; Celina Lizeth Castañeda-Miranda
Journal:  Sensors (Basel)       Date:  2022-06-25       Impact factor: 3.847

2.  Feasibility Analysis and Discrete Dynamic Modeling of Physical Education Teaching Strategy Based on Intelligent Computing.

Authors:  Ge Wang
Journal:  Comput Intell Neurosci       Date:  2022-06-07
  2 in total

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