基于激光雷达机器人的未知环境地图构建方法研究与实现

Chenggang Lu, Jinxiang Wang, Xu Cui
{"title":"基于激光雷达机器人的未知环境地图构建方法研究与实现","authors":"Chenggang Lu, Jinxiang Wang, Xu Cui","doi":"10.1109/CACRE50138.2020.9230033","DOIUrl":null,"url":null,"abstract":"The role of mobile robots is becoming more and more important. In the meantime, It is the basis for the robot to build a map in an unknown environment autonomously. In this paper, by using ROS robot and 360 distance laser sensor LDS-01, the laser scanning information is acquired in real-time, Synchronous map construction in real-time through the fusion of robot self-positioning information and environmental information. Update existing maps in real-time during the build process, ultimately enabling map construction of the entire unknown environment. By testing in the simulator Gazebo and building an indoor environment map, the test results in the actual environment show that the method of this paper can construct the unknown environment map more accurately and in real-time.","PeriodicalId":325195,"journal":{"name":"2020 5th International Conference on Automation, Control and Robotics Engineering (CACRE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research and Implementation of Unknown Environment Map Construction Method with Lidar-based Robot\",\"authors\":\"Chenggang Lu, Jinxiang Wang, Xu Cui\",\"doi\":\"10.1109/CACRE50138.2020.9230033\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The role of mobile robots is becoming more and more important. In the meantime, It is the basis for the robot to build a map in an unknown environment autonomously. In this paper, by using ROS robot and 360 distance laser sensor LDS-01, the laser scanning information is acquired in real-time, Synchronous map construction in real-time through the fusion of robot self-positioning information and environmental information. Update existing maps in real-time during the build process, ultimately enabling map construction of the entire unknown environment. By testing in the simulator Gazebo and building an indoor environment map, the test results in the actual environment show that the method of this paper can construct the unknown environment map more accurately and in real-time.\",\"PeriodicalId\":325195,\"journal\":{\"name\":\"2020 5th International Conference on Automation, Control and Robotics Engineering (CACRE)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 5th International Conference on Automation, Control and Robotics Engineering (CACRE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CACRE50138.2020.9230033\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 5th International Conference on Automation, Control and Robotics Engineering (CACRE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CACRE50138.2020.9230033","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

移动机器人的作用变得越来越重要。同时,它也是机器人在未知环境中自主绘制地图的基础。本文采用ROS机器人和360距离激光传感器LDS-01,通过融合机器人自身定位信息和环境信息,实时获取激光扫描信息,实时同步构建地图。在构建过程中实时更新现有地图,最终实现整个未知环境的地图构建。通过在模拟器Gazebo上的测试和室内环境图的构建,在实际环境中的测试结果表明,本文方法可以更准确、实时地构建未知环境图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Research and Implementation of Unknown Environment Map Construction Method with Lidar-based Robot
The role of mobile robots is becoming more and more important. In the meantime, It is the basis for the robot to build a map in an unknown environment autonomously. In this paper, by using ROS robot and 360 distance laser sensor LDS-01, the laser scanning information is acquired in real-time, Synchronous map construction in real-time through the fusion of robot self-positioning information and environmental information. Update existing maps in real-time during the build process, ultimately enabling map construction of the entire unknown environment. By testing in the simulator Gazebo and building an indoor environment map, the test results in the actual environment show that the method of this paper can construct the unknown environment map more accurately and 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
期刊最新文献
Model Establishment of Decision Tree Algorithm and Its Application in Vehicle Fault Prediction Analysis Cooperative Level Curve Tracking in Advection-Diffusion Fields Spatial Pooling Network For Lane Line Segmentation Filters navigation and positioning based on mining vehicle motion model Dynamic Optimal Scheduling of Microgrid Based on ε constraint multi-objective Biogeography-based Optimization Algorithm
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1