Sugeno法控制直线跟随机器人的模糊逻辑算法

Bayu Aji, Sutikno Sutikno
{"title":"Sugeno法控制直线跟随机器人的模糊逻辑算法","authors":"Bayu Aji, Sutikno Sutikno","doi":"10.33096/ilkom.v15i2.1558.283-289","DOIUrl":null,"url":null,"abstract":"The industrial world has been increasingly using robots for production purposes. One type of robot used is a line follower robot for the purposes of transportation of production materials. Various researches and competitions of line follower robots were held to improve its performance. This study proposed a fuzzy logic algorithm using Sugeno method for a line follower mobile robot. This algorithm received input from the readings of 8 sensors mounted on the bottom of the robot and generated the speed of each left and right motor. This speed was used to keep the robot on track. The performance of this algorithm was compared with the fuzzy logic algorithm of the Mamdani method. The proposed fuzzy logic algorithm was better in terms of speed. The results of this study can be used as material to study the application of fuzzy logic algorithm in real time.","PeriodicalId":33690,"journal":{"name":"Ilkom Jurnal Ilmiah","volume":"113 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Fuzzy Logic Algorithm of Sugeno Method for Controlling Line Follower Mobile Robot\",\"authors\":\"Bayu Aji, Sutikno Sutikno\",\"doi\":\"10.33096/ilkom.v15i2.1558.283-289\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The industrial world has been increasingly using robots for production purposes. One type of robot used is a line follower robot for the purposes of transportation of production materials. Various researches and competitions of line follower robots were held to improve its performance. This study proposed a fuzzy logic algorithm using Sugeno method for a line follower mobile robot. This algorithm received input from the readings of 8 sensors mounted on the bottom of the robot and generated the speed of each left and right motor. This speed was used to keep the robot on track. The performance of this algorithm was compared with the fuzzy logic algorithm of the Mamdani method. The proposed fuzzy logic algorithm was better in terms of speed. The results of this study can be used as material to study the application of fuzzy logic algorithm in real time.\",\"PeriodicalId\":33690,\"journal\":{\"name\":\"Ilkom Jurnal Ilmiah\",\"volume\":\"113 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-08-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ilkom Jurnal Ilmiah\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.33096/ilkom.v15i2.1558.283-289\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ilkom Jurnal Ilmiah","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33096/ilkom.v15i2.1558.283-289","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

工业世界越来越多地将机器人用于生产目的。其中一种机器人是用于运输生产材料的直线跟随机器人。为提高直线跟随机器人的性能,开展了各种研究和比赛。提出了一种基于Sugeno方法的模糊逻辑算法。该算法从安装在机器人底部的8个传感器的读数中接收输入,并生成每个左右电机的速度。这个速度被用来保持机器人在轨道上。将该算法的性能与模糊逻辑算法的Mamdani方法进行了比较。所提出的模糊逻辑算法在速度上更胜一筹。本文的研究结果可以作为研究模糊逻辑算法在实时应用中的材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Logic Algorithm of Sugeno Method for Controlling Line Follower Mobile Robot
The industrial world has been increasingly using robots for production purposes. One type of robot used is a line follower robot for the purposes of transportation of production materials. Various researches and competitions of line follower robots were held to improve its performance. This study proposed a fuzzy logic algorithm using Sugeno method for a line follower mobile robot. This algorithm received input from the readings of 8 sensors mounted on the bottom of the robot and generated the speed of each left and right motor. This speed was used to keep the robot on track. The performance of this algorithm was compared with the fuzzy logic algorithm of the Mamdani method. The proposed fuzzy logic algorithm was better in terms of speed. The results of this study can be used as material to study the application of fuzzy logic algorithm in real time.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
审稿时长
4 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信