地下采矿移动测图技术初探

S. Raval, B. Banerjee, S. Singh, I. Canbulat
{"title":"地下采矿移动测图技术初探","authors":"S. Raval, B. Banerjee, S. Singh, I. Canbulat","doi":"10.1109/IGARSS.2019.8898518","DOIUrl":null,"url":null,"abstract":"Accurate and frequent mapping in an underground mine is essential for roadway development as well as rock mass classification and hazard detection. The utilization of traditional mine mapping equipment in underground mines have been difficult due to unavailability of global navigation satellite system (GNSS) signals, limited lighting conditions, restricted accesses, and intrinsic safety (IS) requirements. Recent advances in sensor technology and post-scanning algorithms have led to the development of portable and mobile laser scanning devices that can work without the need for GNSS by using the principles of simultaneous localization and mapping (SLAM) to obtain a relatively registered laser scan (or point cloud). However, commercially available SLAM based systems are mainly designed for indoor urban applications and their utility in an underground mining environment needs to be tested. In this study, a portable SLAM based mobile mapping system (Zeb-Revo) has been used in an underground coal environment to evaluate its potential and identify related challenges.","PeriodicalId":13262,"journal":{"name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","volume":"67 1","pages":"6071-6074"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"A Preliminary Investigation of Mobile Mapping Technology for Underground Mining\",\"authors\":\"S. Raval, B. Banerjee, S. Singh, I. Canbulat\",\"doi\":\"10.1109/IGARSS.2019.8898518\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Accurate and frequent mapping in an underground mine is essential for roadway development as well as rock mass classification and hazard detection. The utilization of traditional mine mapping equipment in underground mines have been difficult due to unavailability of global navigation satellite system (GNSS) signals, limited lighting conditions, restricted accesses, and intrinsic safety (IS) requirements. Recent advances in sensor technology and post-scanning algorithms have led to the development of portable and mobile laser scanning devices that can work without the need for GNSS by using the principles of simultaneous localization and mapping (SLAM) to obtain a relatively registered laser scan (or point cloud). However, commercially available SLAM based systems are mainly designed for indoor urban applications and their utility in an underground mining environment needs to be tested. In this study, a portable SLAM based mobile mapping system (Zeb-Revo) has been used in an underground coal environment to evaluate its potential and identify related challenges.\",\"PeriodicalId\":13262,\"journal\":{\"name\":\"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium\",\"volume\":\"67 1\",\"pages\":\"6071-6074\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IGARSS.2019.8898518\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IGARSS.2019.8898518","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

摘要

准确、频繁的地下矿山测绘是巷道开发、岩体分类和灾害探测的必要条件。由于全球卫星导航系统(GNSS)信号不可用、光照条件受限、进出受限以及固有安全要求等问题,传统矿山测绘设备在地下矿山的应用存在困难。传感器技术和扫描后算法的最新进展导致了便携式和移动激光扫描设备的发展,这些设备可以在不需要GNSS的情况下工作,通过使用同步定位和绘图(SLAM)的原理来获得相对注册的激光扫描(或点云)。然而,商业上可用的基于SLAM的系统主要是为室内城市应用而设计的,它们在地下采矿环境中的效用需要进行测试。在本研究中,基于SLAM的便携式移动测绘系统(Zeb-Revo)已在地下煤炭环境中使用,以评估其潜力并确定相关挑战。
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
A Preliminary Investigation of Mobile Mapping Technology for Underground Mining
Accurate and frequent mapping in an underground mine is essential for roadway development as well as rock mass classification and hazard detection. The utilization of traditional mine mapping equipment in underground mines have been difficult due to unavailability of global navigation satellite system (GNSS) signals, limited lighting conditions, restricted accesses, and intrinsic safety (IS) requirements. Recent advances in sensor technology and post-scanning algorithms have led to the development of portable and mobile laser scanning devices that can work without the need for GNSS by using the principles of simultaneous localization and mapping (SLAM) to obtain a relatively registered laser scan (or point cloud). However, commercially available SLAM based systems are mainly designed for indoor urban applications and their utility in an underground mining environment needs to be tested. In this study, a portable SLAM based mobile mapping system (Zeb-Revo) has been used in an underground coal environment to evaluate its potential and identify related challenges.
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
Visual Question Answering From Remote Sensing Images The Impact of Additive Noise on Polarimetric Radarsat-2 Data Covering Oil Slicks Edge-Convolution Point Net for Semantic Segmentation of Large-Scale Point Clouds Burn Severity Estimation in Northern Australia Tropical Savannas Using Radiative Transfer Model and Sentinel-2 Data The Truth About Ground Truth: Label Noise in Human-Generated Reference Data
×
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