Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine

In the survey of high slope perilous rock-mass in open-pit iron mine, the traditional unmanned aerial vehicle (UAV) can overcome the shortcomings of high difficulty and high risk factor in artificial geological exploration. However, it is very easy to be disturbed by the magnetic field of iron ore d...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Geotechnical and geological engineering 2020, Vol.38 (1), p.71-78
Hauptverfasser: Wu, Xinghui, Guo, Qifeng, Zhang, Jie
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 78
container_issue 1
container_start_page 71
container_title Geotechnical and geological engineering
container_volume 38
creator Wu, Xinghui
Guo, Qifeng
Zhang, Jie
description In the survey of high slope perilous rock-mass in open-pit iron mine, the traditional unmanned aerial vehicle (UAV) can overcome the shortcomings of high difficulty and high risk factor in artificial geological exploration. However, it is very easy to be disturbed by the magnetic field of iron ore due to its orientation with magnetic compass, which makes the work unable to carry out normally. In order to solve the above problems, the UAV with dual-GPS equipped with laser radar can resist the magnetic field interference to a large extent and scan the high slope. By means of field experiment and point cloud data post-progressing, a set of application method of dual GPS multi-rotor UAV laser measurement technology was proposed for geological survey of high slope perilous rock under the interference of magnetic field. The preliminary conclusions are also obtained: the dual GPS combined orientation method makes the multi-rotor UAV not affected by the iron ore magnetic field and can fly normally according to the flight route. At the same time, the airborne LiDAR technology can realize the long-distance and fast acquisition of the valid terrain data of high-slope dangerous rock mass. Through the fuzzy clustering method (FCM), the joint system of outcrop rock-mass is automatically recognized and categorized based on point cloud data captured. The plane normal vector of fitting structural surface and structural surface occurrence can then be acquired. The normal vector of structural surface and the occurrence of structural surface can be obtained by substituting calculation. The occurrence of the slope and the shape of the structural surface was further drew into the stereographic projection map in order to determine the dominant joint group which affects rock slope stability.
doi_str_mv 10.1007/s10706-019-00999-7
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2257070411</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2257070411</sourcerecordid><originalsourceid>FETCH-LOGICAL-a342t-c18d80b2aaf69b03c30bd1186f3d7d9bf4b2609b41df76eaa9a36a1ec0a3973a3</originalsourceid><addsrcrecordid>eNp9kLFOwzAQhi0EEqXwAkyWmA3nOI3jsSrQVmpFRSmr5SRO6xLiYCcI3h6XINiYbvm__-4-hC4pXFMAfuMpcEgIUEEAhBCEH6EBHXFG6CgSx2gAIgHCaBqdojPv9wAQJUAH6GPcNJXJVWtsjW2Jb22XVRpPV2u87KrWEGdb6_Bm_IxNjdudxvP6XfvWbH-Rmdnu8LqyjcYr7UxlO48fbf5Clsr7AzWu8UOja7wyLZ67AC1Nrc_RSakqry9-5hBt7u-eJjOyeJjOJ-MFUSyOWpLTtEghi5QqE5EByxlkBaVpUrKCFyIr4yw8IrKYFiVPtFJCsURRnYNigjPFhuiq722cfevC5XJvO1eHlTKKRjxoiykNqahP5c5673QpG2delfuUFOTBsOwNy2BYfhuWPECsh3wI11vt_qr_ob4AzV197g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2257070411</pqid></control><display><type>article</type><title>Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine</title><source>SpringerNature Journals</source><creator>Wu, Xinghui ; Guo, Qifeng ; Zhang, Jie</creator><creatorcontrib>Wu, Xinghui ; Guo, Qifeng ; Zhang, Jie</creatorcontrib><description>In the survey of high slope perilous rock-mass in open-pit iron mine, the traditional unmanned aerial vehicle (UAV) can overcome the shortcomings of high difficulty and high risk factor in artificial geological exploration. However, it is very easy to be disturbed by the magnetic field of iron ore due to its orientation with magnetic compass, which makes the work unable to carry out normally. In order to solve the above problems, the UAV with dual-GPS equipped with laser radar can resist the magnetic field interference to a large extent and scan the high slope. By means of field experiment and point cloud data post-progressing, a set of application method of dual GPS multi-rotor UAV laser measurement technology was proposed for geological survey of high slope perilous rock under the interference of magnetic field. The preliminary conclusions are also obtained: the dual GPS combined orientation method makes the multi-rotor UAV not affected by the iron ore magnetic field and can fly normally according to the flight route. At the same time, the airborne LiDAR technology can realize the long-distance and fast acquisition of the valid terrain data of high-slope dangerous rock mass. Through the fuzzy clustering method (FCM), the joint system of outcrop rock-mass is automatically recognized and categorized based on point cloud data captured. The plane normal vector of fitting structural surface and structural surface occurrence can then be acquired. The normal vector of structural surface and the occurrence of structural surface can be obtained by substituting calculation. The occurrence of the slope and the shape of the structural surface was further drew into the stereographic projection map in order to determine the dominant joint group which affects rock slope stability.</description><identifier>ISSN: 0960-3182</identifier><identifier>EISSN: 1573-1529</identifier><identifier>DOI: 10.1007/s10706-019-00999-7</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Civil Engineering ; Clustering ; Compasses ; Earth and Environmental Science ; Earth Sciences ; Exploration ; Fuzzy systems ; Geological surveys ; Geotechnical Engineering &amp; Applied Earth Sciences ; Hydrogeology ; Interference ; Iron ; Iron compounds ; Iron ores ; Lasers ; Lidar ; Magnetic compass ; Magnetic compasses ; Magnetic field ; Magnetic fields ; Mass ; Orientation ; Original Paper ; Outcrops ; Radar ; Risk analysis ; Risk factors ; Rock masses ; Rocks ; Satellite navigation systems ; Slope stability ; Surveying ; Technology ; Terrestrial Pollution ; Unmanned aerial vehicles ; Waste Management/Waste Technology</subject><ispartof>Geotechnical and geological engineering, 2020, Vol.38 (1), p.71-78</ispartof><rights>Springer Nature Switzerland AG 2019</rights><rights>Geotechnical and Geological Engineering is a copyright of Springer, (2019). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a342t-c18d80b2aaf69b03c30bd1186f3d7d9bf4b2609b41df76eaa9a36a1ec0a3973a3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10706-019-00999-7$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10706-019-00999-7$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>315,782,786,27931,27932,41495,42564,51326</link.rule.ids></links><search><creatorcontrib>Wu, Xinghui</creatorcontrib><creatorcontrib>Guo, Qifeng</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><title>Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine</title><title>Geotechnical and geological engineering</title><addtitle>Geotech Geol Eng</addtitle><description>In the survey of high slope perilous rock-mass in open-pit iron mine, the traditional unmanned aerial vehicle (UAV) can overcome the shortcomings of high difficulty and high risk factor in artificial geological exploration. However, it is very easy to be disturbed by the magnetic field of iron ore due to its orientation with magnetic compass, which makes the work unable to carry out normally. In order to solve the above problems, the UAV with dual-GPS equipped with laser radar can resist the magnetic field interference to a large extent and scan the high slope. By means of field experiment and point cloud data post-progressing, a set of application method of dual GPS multi-rotor UAV laser measurement technology was proposed for geological survey of high slope perilous rock under the interference of magnetic field. The preliminary conclusions are also obtained: the dual GPS combined orientation method makes the multi-rotor UAV not affected by the iron ore magnetic field and can fly normally according to the flight route. At the same time, the airborne LiDAR technology can realize the long-distance and fast acquisition of the valid terrain data of high-slope dangerous rock mass. Through the fuzzy clustering method (FCM), the joint system of outcrop rock-mass is automatically recognized and categorized based on point cloud data captured. The plane normal vector of fitting structural surface and structural surface occurrence can then be acquired. The normal vector of structural surface and the occurrence of structural surface can be obtained by substituting calculation. The occurrence of the slope and the shape of the structural surface was further drew into the stereographic projection map in order to determine the dominant joint group which affects rock slope stability.</description><subject>Civil Engineering</subject><subject>Clustering</subject><subject>Compasses</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Exploration</subject><subject>Fuzzy systems</subject><subject>Geological surveys</subject><subject>Geotechnical Engineering &amp; Applied Earth Sciences</subject><subject>Hydrogeology</subject><subject>Interference</subject><subject>Iron</subject><subject>Iron compounds</subject><subject>Iron ores</subject><subject>Lasers</subject><subject>Lidar</subject><subject>Magnetic compass</subject><subject>Magnetic compasses</subject><subject>Magnetic field</subject><subject>Magnetic fields</subject><subject>Mass</subject><subject>Orientation</subject><subject>Original Paper</subject><subject>Outcrops</subject><subject>Radar</subject><subject>Risk analysis</subject><subject>Risk factors</subject><subject>Rock masses</subject><subject>Rocks</subject><subject>Satellite navigation systems</subject><subject>Slope stability</subject><subject>Surveying</subject><subject>Technology</subject><subject>Terrestrial Pollution</subject><subject>Unmanned aerial vehicles</subject><subject>Waste Management/Waste Technology</subject><issn>0960-3182</issn><issn>1573-1529</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp9kLFOwzAQhi0EEqXwAkyWmA3nOI3jsSrQVmpFRSmr5SRO6xLiYCcI3h6XINiYbvm__-4-hC4pXFMAfuMpcEgIUEEAhBCEH6EBHXFG6CgSx2gAIgHCaBqdojPv9wAQJUAH6GPcNJXJVWtsjW2Jb22XVRpPV2u87KrWEGdb6_Bm_IxNjdudxvP6XfvWbH-Rmdnu8LqyjcYr7UxlO48fbf5Clsr7AzWu8UOja7wyLZ67AC1Nrc_RSakqry9-5hBt7u-eJjOyeJjOJ-MFUSyOWpLTtEghi5QqE5EByxlkBaVpUrKCFyIr4yw8IrKYFiVPtFJCsURRnYNigjPFhuiq722cfevC5XJvO1eHlTKKRjxoiykNqahP5c5673QpG2delfuUFOTBsOwNy2BYfhuWPECsh3wI11vt_qr_ob4AzV197g</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Wu, Xinghui</creator><creator>Guo, Qifeng</creator><creator>Zhang, Jie</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TN</scope><scope>7UA</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>H96</scope><scope>HCIFZ</scope><scope>L.G</scope><scope>L6V</scope><scope>M7S</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope></search><sort><creationdate>2020</creationdate><title>Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine</title><author>Wu, Xinghui ; Guo, Qifeng ; Zhang, Jie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a342t-c18d80b2aaf69b03c30bd1186f3d7d9bf4b2609b41df76eaa9a36a1ec0a3973a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Civil Engineering</topic><topic>Clustering</topic><topic>Compasses</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Exploration</topic><topic>Fuzzy systems</topic><topic>Geological surveys</topic><topic>Geotechnical Engineering &amp; Applied Earth Sciences</topic><topic>Hydrogeology</topic><topic>Interference</topic><topic>Iron</topic><topic>Iron compounds</topic><topic>Iron ores</topic><topic>Lasers</topic><topic>Lidar</topic><topic>Magnetic compass</topic><topic>Magnetic compasses</topic><topic>Magnetic field</topic><topic>Magnetic fields</topic><topic>Mass</topic><topic>Orientation</topic><topic>Original Paper</topic><topic>Outcrops</topic><topic>Radar</topic><topic>Risk analysis</topic><topic>Risk factors</topic><topic>Rock masses</topic><topic>Rocks</topic><topic>Satellite navigation systems</topic><topic>Slope stability</topic><topic>Surveying</topic><topic>Technology</topic><topic>Terrestrial Pollution</topic><topic>Unmanned aerial vehicles</topic><topic>Waste Management/Waste Technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Xinghui</creatorcontrib><creatorcontrib>Guo, Qifeng</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><collection>CrossRef</collection><collection>Oceanic Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric &amp; Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Earth, Atmospheric &amp; Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><jtitle>Geotechnical and geological engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wu, Xinghui</au><au>Guo, Qifeng</au><au>Zhang, Jie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine</atitle><jtitle>Geotechnical and geological engineering</jtitle><stitle>Geotech Geol Eng</stitle><date>2020</date><risdate>2020</risdate><volume>38</volume><issue>1</issue><spage>71</spage><epage>78</epage><pages>71-78</pages><issn>0960-3182</issn><eissn>1573-1529</eissn><abstract>In the survey of high slope perilous rock-mass in open-pit iron mine, the traditional unmanned aerial vehicle (UAV) can overcome the shortcomings of high difficulty and high risk factor in artificial geological exploration. However, it is very easy to be disturbed by the magnetic field of iron ore due to its orientation with magnetic compass, which makes the work unable to carry out normally. In order to solve the above problems, the UAV with dual-GPS equipped with laser radar can resist the magnetic field interference to a large extent and scan the high slope. By means of field experiment and point cloud data post-progressing, a set of application method of dual GPS multi-rotor UAV laser measurement technology was proposed for geological survey of high slope perilous rock under the interference of magnetic field. The preliminary conclusions are also obtained: the dual GPS combined orientation method makes the multi-rotor UAV not affected by the iron ore magnetic field and can fly normally according to the flight route. At the same time, the airborne LiDAR technology can realize the long-distance and fast acquisition of the valid terrain data of high-slope dangerous rock mass. Through the fuzzy clustering method (FCM), the joint system of outcrop rock-mass is automatically recognized and categorized based on point cloud data captured. The plane normal vector of fitting structural surface and structural surface occurrence can then be acquired. The normal vector of structural surface and the occurrence of structural surface can be obtained by substituting calculation. The occurrence of the slope and the shape of the structural surface was further drew into the stereographic projection map in order to determine the dominant joint group which affects rock slope stability.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s10706-019-00999-7</doi><tpages>8</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0960-3182
ispartof Geotechnical and geological engineering, 2020, Vol.38 (1), p.71-78
issn 0960-3182
1573-1529
language eng
recordid cdi_proquest_journals_2257070411
source SpringerNature Journals
subjects Civil Engineering
Clustering
Compasses
Earth and Environmental Science
Earth Sciences
Exploration
Fuzzy systems
Geological surveys
Geotechnical Engineering & Applied Earth Sciences
Hydrogeology
Interference
Iron
Iron compounds
Iron ores
Lasers
Lidar
Magnetic compass
Magnetic compasses
Magnetic field
Magnetic fields
Mass
Orientation
Original Paper
Outcrops
Radar
Risk analysis
Risk factors
Rock masses
Rocks
Satellite navigation systems
Slope stability
Surveying
Technology
Terrestrial Pollution
Unmanned aerial vehicles
Waste Management/Waste Technology
title Application of Double GPS Multi-rotor UAV in the Investigation of High Slope Perilous Rock-Mass in An Open Pit Iron Mine
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-04T06%3A40%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Application%20of%20Double%20GPS%20Multi-rotor%20UAV%20in%20the%20Investigation%20of%20High%20Slope%20Perilous%20Rock-Mass%20in%20An%20Open%20Pit%20Iron%20Mine&rft.jtitle=Geotechnical%20and%20geological%20engineering&rft.au=Wu,%20Xinghui&rft.date=2020&rft.volume=38&rft.issue=1&rft.spage=71&rft.epage=78&rft.pages=71-78&rft.issn=0960-3182&rft.eissn=1573-1529&rft_id=info:doi/10.1007/s10706-019-00999-7&rft_dat=%3Cproquest_cross%3E2257070411%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2257070411&rft_id=info:pmid/&rfr_iscdi=true