SlideShare a Scribd company logo
1 of 9
AN INTRODUCTION TO LASER SCANNING
PART 3 – MOBILE MAPPING AND
ACCURACY CHALLENGES
MOBILE MAPPING
• SURVEYING FROM A GROUND BASED MOVING VEHICLE
• COMBINING NAVIGATION DATA WITH LASER SCANNER DATA TO FORM A POINTCLOUD
WHY MOBILE MAPPING?
• FAST
• QUICK TO MOBILISE AND MAP
• LOWER OPERATING COSTS
• CHEAPER THAN CONVENTIONAL SURVEY
• SAFE
• MINIMISES SURVEY STAFF ON THE HIGHWAY
• HIGH RESOLUTION
• HIGH LEVEL OF DETAIL ON THE PAVEMENT AND STRUCTURES
• FLEXIBLE
• CAN BE USED ON MANY DIFFERENT TYPES OF PROJECTS
MMS COMPONENTS
• NAVIGATION
• INERTIAL NAVIGATION SYSTEM (INS)
• GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS)
• DISTANCE MEASUREMENT INDICATOR (DMI)
• LASER SCANNER(S)
• CAMERA (OPTIONAL)
• MOUNT
MAINTAINING GOOD ACCURACY
• UNLIKE AIRBORNE LIDAR, MOBILE MAPPING SYSTEMS SUFFER FROM LOSS OF GNSS
• WITH NO GNSS, TRAJECTORY ACCURACY DECREASES EXPONENTIALLY OVER TIME DUE TO IMU
INACCURACIES
• HIGHER GRADE IMUS WILL MINIMISE THESE ERRORS
• FOG IMU MORE SUITABLE FOR CHALLENGING GNSS ENVIRONMENTS
• A DMI WILL HELP IMPROVE ACCURACY WHEN GNSS IS NOT AVAILABLE
IMU ERROR OVER TIME – MEMS V FOG
0.00
1.00
2.00
3.00
4.00
5.00
6.00
7.00
8.00
9.00
0 50 100 150 200 250 300 350
3DError(m)
Time
MEMS 3D Positional Error over Time
30 60 120 180 240 300
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0 50 100 150 200 250 300 350
3DError(m)
Time
FOG 3D Positional Error over Time
30 60 120 180 240 300
INS COUPLING
• COUPLING IS A TERM USED TO DESCRIBE HOW THE INS AND GNSS INTERACT WITH EACH OTHER IN
ORDER TO IMPROVE ACCURACY
• LOOSELY COUPLED
• THE POSITION AND VELOCITY FROM THE INS AND GNSS ARE COMBINED TO FORM A TRAJECTORY
• ALL MMS’ WILL HAVE AT LEAST A LOOSELY COUPLED INS
• TIGHTLY COUPLED
• ALSO COMBINES THE GNSS RAW MEASUREMENTS WITH THE INS, THEREFORE ALLOWING GNSS POSITION
UPDATES WITH FEWER THAN FOUR SATELLITES
• DEEPLY COUPLED
• AS TIGHTLY COUPLED BUT INFORMATION IS ALSO PASSED FROM THE INS FILTER TO THE GNSS FILTER, WHICH
ENABLES FASTER GNSS SIGNAL REACQUISITION
• DIA+
• AS LOOSELY COUPLED BUT INFORMATION IS ALSO PASSED FROM THE INS FILTER TO THE GNSS FILTER,
WHICH ENABLES FASTER GNSS SIGNAL REACQUISITION
COLOURED POINTCLOUD
DO YOU WANT TO KNOW MORE ABOUT MOBILE
MAPPING?
IF SO, GO TO
WWW.3DLASERMAPPING.COM/STREETMAPPER
UK: +44 1949 838 004
South Africa: +27 12 940 0515
Australia: +61 (0) 8 9261 7703
North America: +1 720 214 3554

More Related Content

What's hot

Commonly used ground truth equipments
Commonly used ground truth equipmentsCommonly used ground truth equipments
Commonly used ground truth equipmentsHimangshuKalita10
 
Lorenzo Martelletti Pix4D
Lorenzo Martelletti   Pix4DLorenzo Martelletti   Pix4D
Lorenzo Martelletti Pix4DsUAS News
 
Remote sensing with drones: The challenges of obtaining truly quantitative da...
Remote sensing with drones: The challenges of obtaining truly quantitative da...Remote sensing with drones: The challenges of obtaining truly quantitative da...
Remote sensing with drones: The challenges of obtaining truly quantitative da...ARDC
 
Applications of lidar technology
Applications of lidar technologyApplications of lidar technology
Applications of lidar technologySourabh Jain
 
Aerial photogrammetry ppt 1
Aerial photogrammetry ppt 1Aerial photogrammetry ppt 1
Aerial photogrammetry ppt 1Mr Amol Ghogare
 
Introduction to GNSS (1)
Introduction to GNSS (1)Introduction to GNSS (1)
Introduction to GNSS (1)NopphawanTamkuan
 
Mobile mapping
Mobile mappingMobile mapping
Mobile mappingMoumen Sherif
 
LiDAR technology
LiDAR technology LiDAR technology
LiDAR technology shlokdoshi
 
Dgps concept
Dgps conceptDgps concept
Dgps conceptegovindia
 
Satellite image processing
Satellite image processingSatellite image processing
Satellite image processingalok ray
 
Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)NopphawanTamkuan
 
Digital terrain model
Digital terrain modelDigital terrain model
Digital terrain modelSumant Diwakar
 
Introduction to gps and gnss
Introduction to gps and gnssIntroduction to gps and gnss
Introduction to gps and gnssVivek Srivastava
 
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptx
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptxPERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptx
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptxgrssieee
 
Overview of hyperspectral remote sensing of impervious surfaces
Overview of hyperspectral remote sensing of impervious surfacesOverview of hyperspectral remote sensing of impervious surfaces
Overview of hyperspectral remote sensing of impervious surfaceszhengspace
 

What's hot (20)

Lidar
LidarLidar
Lidar
 
Commonly used ground truth equipments
Commonly used ground truth equipmentsCommonly used ground truth equipments
Commonly used ground truth equipments
 
LIDAR
LIDARLIDAR
LIDAR
 
Lorenzo Martelletti Pix4D
Lorenzo Martelletti   Pix4DLorenzo Martelletti   Pix4D
Lorenzo Martelletti Pix4D
 
Remote sensing with drones: The challenges of obtaining truly quantitative da...
Remote sensing with drones: The challenges of obtaining truly quantitative da...Remote sensing with drones: The challenges of obtaining truly quantitative da...
Remote sensing with drones: The challenges of obtaining truly quantitative da...
 
Applications of lidar technology
Applications of lidar technologyApplications of lidar technology
Applications of lidar technology
 
Aerial photogrammetry ppt 1
Aerial photogrammetry ppt 1Aerial photogrammetry ppt 1
Aerial photogrammetry ppt 1
 
Dgps
DgpsDgps
Dgps
 
Gnss data-processing
Gnss data-processingGnss data-processing
Gnss data-processing
 
Introduction to GNSS (1)
Introduction to GNSS (1)Introduction to GNSS (1)
Introduction to GNSS (1)
 
Mobile mapping
Mobile mappingMobile mapping
Mobile mapping
 
LiDAR technology
LiDAR technology LiDAR technology
LiDAR technology
 
Dgps concept
Dgps conceptDgps concept
Dgps concept
 
Satellite image processing
Satellite image processingSatellite image processing
Satellite image processing
 
Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)
 
Digital terrain model
Digital terrain modelDigital terrain model
Digital terrain model
 
GPS-errors-2
GPS-errors-2GPS-errors-2
GPS-errors-2
 
Introduction to gps and gnss
Introduction to gps and gnssIntroduction to gps and gnss
Introduction to gps and gnss
 
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptx
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptxPERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptx
PERSISTENT SCATTERER SAR INTERFEROMETRY APPLICATION.pptx
 
Overview of hyperspectral remote sensing of impervious surfaces
Overview of hyperspectral remote sensing of impervious surfacesOverview of hyperspectral remote sensing of impervious surfaces
Overview of hyperspectral remote sensing of impervious surfaces
 

Viewers also liked

Airborne Laser Scanning Technologies
Airborne Laser Scanning TechnologiesAirborne Laser Scanning Technologies
Airborne Laser Scanning Technologiesgpetrie
 
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMicroVision
 
3D Laser Scanning in Action - There Is More to This Than Meets the Eye
3D Laser Scanning in Action - There Is More to This Than Meets the Eye3D Laser Scanning in Action - There Is More to This Than Meets the Eye
3D Laser Scanning in Action - There Is More to This Than Meets the EyeErik Birzulis
 
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...Melissa Tiffany
 
MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017MicroVision
 
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...MicroVision
 
Zeb1 for surveying - 'Game Changing Surveying'
Zeb1 for surveying - 'Game Changing Surveying' Zeb1 for surveying - 'Game Changing Surveying'
Zeb1 for surveying - 'Game Changing Surveying' 3D Laser Mapping
 
Airborne Digital Data Capture Systems
Airborne Digital Data Capture SystemsAirborne Digital Data Capture Systems
Airborne Digital Data Capture Systemsgpetrie
 
Practical Scanning Uses for Construction Applications by Tim Schubert
Practical Scanning Uses for Construction Applications by Tim SchubertPractical Scanning Uses for Construction Applications by Tim Schubert
Practical Scanning Uses for Construction Applications by Tim SchubertMelissa Tiffany
 
FARO Laser Scanner Focus
FARO Laser Scanner FocusFARO Laser Scanner Focus
FARO Laser Scanner FocusKim Carter
 
PMI 3D Laser Scanning (As Built) Services
PMI 3D Laser Scanning (As Built) ServicesPMI 3D Laser Scanning (As Built) Services
PMI 3D Laser Scanning (As Built) Servicesssoni747
 
Application of terrestrial 3D laser scanning in building information modellin...
Application of terrestrial 3D laser scanning in building information modellin...Application of terrestrial 3D laser scanning in building information modellin...
Application of terrestrial 3D laser scanning in building information modellin...Martin Ma
 
Direct Dimensions: 3D Laser Scanning for Digital Modeling and Documentation
Direct Dimensions: 3D Laser Scanning for Digital Modeling and DocumentationDirect Dimensions: 3D Laser Scanning for Digital Modeling and Documentation
Direct Dimensions: 3D Laser Scanning for Digital Modeling and DocumentationDirect Dimensions, Inc.
 
laser scanning
laser scanning laser scanning
laser scanning shavin vinu
 
Di 100 flyer
Di 100 flyerDi 100 flyer
Di 100 flyerZahid Nazir
 
3D Projection Mapping
3D Projection Mapping3D Projection Mapping
3D Projection MappingJump' Kmutt
 
Scanner 3D e Reverse Engineering
Scanner 3D e Reverse EngineeringScanner 3D e Reverse Engineering
Scanner 3D e Reverse EngineeringPaolo Aliverti
 
Building a DIY 3D Scanner
Building a DIY 3D ScannerBuilding a DIY 3D Scanner
Building a DIY 3D ScannerMatthewShotton
 

Viewers also liked (20)

Airborne Laser Scanning Technologies
Airborne Laser Scanning TechnologiesAirborne Laser Scanning Technologies
Airborne Laser Scanning Technologies
 
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
 
3D Laser Scanning in Action - There Is More to This Than Meets the Eye
3D Laser Scanning in Action - There Is More to This Than Meets the Eye3D Laser Scanning in Action - There Is More to This Than Meets the Eye
3D Laser Scanning in Action - There Is More to This Than Meets the Eye
 
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...
Demolition, Deformation, and Demarcation: Scanning to Enable Design and Const...
 
MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017
 
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
 
Zeb1 for surveying - 'Game Changing Surveying'
Zeb1 for surveying - 'Game Changing Surveying' Zeb1 for surveying - 'Game Changing Surveying'
Zeb1 for surveying - 'Game Changing Surveying'
 
Airborne Digital Data Capture Systems
Airborne Digital Data Capture SystemsAirborne Digital Data Capture Systems
Airborne Digital Data Capture Systems
 
Practical Scanning Uses for Construction Applications by Tim Schubert
Practical Scanning Uses for Construction Applications by Tim SchubertPractical Scanning Uses for Construction Applications by Tim Schubert
Practical Scanning Uses for Construction Applications by Tim Schubert
 
ADF 3D Laser Scanning
ADF 3D Laser ScanningADF 3D Laser Scanning
ADF 3D Laser Scanning
 
FARO Laser Scanner Focus
FARO Laser Scanner FocusFARO Laser Scanner Focus
FARO Laser Scanner Focus
 
PMI 3D Laser Scanning (As Built) Services
PMI 3D Laser Scanning (As Built) ServicesPMI 3D Laser Scanning (As Built) Services
PMI 3D Laser Scanning (As Built) Services
 
3D Scanner Case Study Verhaert
3D Scanner Case Study Verhaert3D Scanner Case Study Verhaert
3D Scanner Case Study Verhaert
 
Application of terrestrial 3D laser scanning in building information modellin...
Application of terrestrial 3D laser scanning in building information modellin...Application of terrestrial 3D laser scanning in building information modellin...
Application of terrestrial 3D laser scanning in building information modellin...
 
Direct Dimensions: 3D Laser Scanning for Digital Modeling and Documentation
Direct Dimensions: 3D Laser Scanning for Digital Modeling and DocumentationDirect Dimensions: 3D Laser Scanning for Digital Modeling and Documentation
Direct Dimensions: 3D Laser Scanning for Digital Modeling and Documentation
 
laser scanning
laser scanning laser scanning
laser scanning
 
Di 100 flyer
Di 100 flyerDi 100 flyer
Di 100 flyer
 
3D Projection Mapping
3D Projection Mapping3D Projection Mapping
3D Projection Mapping
 
Scanner 3D e Reverse Engineering
Scanner 3D e Reverse EngineeringScanner 3D e Reverse Engineering
Scanner 3D e Reverse Engineering
 
Building a DIY 3D Scanner
Building a DIY 3D ScannerBuilding a DIY 3D Scanner
Building a DIY 3D Scanner
 

Similar to An Introduction to Laser Scanning - Part 3: Mobile mapping and accuracy challenges

SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)
SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)
SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)maneeb
 
GPS ppt.
GPS ppt. GPS ppt.
GPS ppt. Jawad Ali
 
AFUSbjbiCiPL7EJ5488.pptx
AFUSbjbiCiPL7EJ5488.pptxAFUSbjbiCiPL7EJ5488.pptx
AFUSbjbiCiPL7EJ5488.pptxVishuBaniyan
 
Surveying with gps
Surveying with gpsSurveying with gps
Surveying with gpsengr jafar
 
Global positioning system (GPS)
Global positioning system (GPS)Global positioning system (GPS)
Global positioning system (GPS)Chandana R
 
Mobile Positioning System
Mobile Positioning SystemMobile Positioning System
Mobile Positioning SystemMohammed Abuibaid
 
Global Positioning System
Global Positioning System Global Positioning System
Global Positioning System Varun B P
 
What Is GPS
What Is  GPSWhat Is  GPS
What Is GPSncta
 
A Fully Automated System for Monitoring Pit Wall Displacements
 A Fully Automated System for Monitoring Pit Wall Displacements A Fully Automated System for Monitoring Pit Wall Displacements
A Fully Automated System for Monitoring Pit Wall DisplacementsJOSE ESPEJO VASQUEZ
 
Global positioning system and geographic information system.pptx
Global positioning system and geographic information system.pptxGlobal positioning system and geographic information system.pptx
Global positioning system and geographic information system.pptxVamsiKrishna767673
 
Geographical information systems
Geographical information systemsGeographical information systems
Geographical information systemsGift Musanza
 
Introduction to GPS/GNSS Presentation
Introduction to GPS/GNSS PresentationIntroduction to GPS/GNSS Presentation
Introduction to GPS/GNSS PresentationSERC at Carleton College
 
Introduction gps gnss_presentation.v12
Introduction gps gnss_presentation.v12Introduction gps gnss_presentation.v12
Introduction gps gnss_presentation.v12Soumik Chakraborty
 

Similar to An Introduction to Laser Scanning - Part 3: Mobile mapping and accuracy challenges (20)

SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)
SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)
SUBSIDENCE MONITORING USING THE GLOBAL POSITIONING SYSTEM(GPS)
 
Lps
LpsLps
Lps
 
MAVMeetup - All About GPS
MAVMeetup - All About GPSMAVMeetup - All About GPS
MAVMeetup - All About GPS
 
GPS ppt.
GPS ppt. GPS ppt.
GPS ppt.
 
Kealy fidaforever
Kealy fidaforeverKealy fidaforever
Kealy fidaforever
 
AFUSbjbiCiPL7EJ5488.pptx
AFUSbjbiCiPL7EJ5488.pptxAFUSbjbiCiPL7EJ5488.pptx
AFUSbjbiCiPL7EJ5488.pptx
 
GPS ERRORS
GPS ERRORS GPS ERRORS
GPS ERRORS
 
Surveying with gps
Surveying with gpsSurveying with gps
Surveying with gps
 
Global positioning system (GPS)
Global positioning system (GPS)Global positioning system (GPS)
Global positioning system (GPS)
 
Mobile Positioning System
Mobile Positioning SystemMobile Positioning System
Mobile Positioning System
 
B_gps.pdf
B_gps.pdfB_gps.pdf
B_gps.pdf
 
Global Positioning System
Global Positioning System Global Positioning System
Global Positioning System
 
What Is GPS
What Is  GPSWhat Is  GPS
What Is GPS
 
A Fully Automated System for Monitoring Pit Wall Displacements
 A Fully Automated System for Monitoring Pit Wall Displacements A Fully Automated System for Monitoring Pit Wall Displacements
A Fully Automated System for Monitoring Pit Wall Displacements
 
Gps
GpsGps
Gps
 
Unit-1 GNSS.pdf
Unit-1 GNSS.pdfUnit-1 GNSS.pdf
Unit-1 GNSS.pdf
 
Global positioning system and geographic information system.pptx
Global positioning system and geographic information system.pptxGlobal positioning system and geographic information system.pptx
Global positioning system and geographic information system.pptx
 
Geographical information systems
Geographical information systemsGeographical information systems
Geographical information systems
 
Introduction to GPS/GNSS Presentation
Introduction to GPS/GNSS PresentationIntroduction to GPS/GNSS Presentation
Introduction to GPS/GNSS Presentation
 
Introduction gps gnss_presentation.v12
Introduction gps gnss_presentation.v12Introduction gps gnss_presentation.v12
Introduction gps gnss_presentation.v12
 

Recently uploaded

#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsAndrey Dotsenko
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 

Recently uploaded (20)

#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 

An Introduction to Laser Scanning - Part 3: Mobile mapping and accuracy challenges

  • 1. AN INTRODUCTION TO LASER SCANNING PART 3 – MOBILE MAPPING AND ACCURACY CHALLENGES
  • 2. MOBILE MAPPING • SURVEYING FROM A GROUND BASED MOVING VEHICLE • COMBINING NAVIGATION DATA WITH LASER SCANNER DATA TO FORM A POINTCLOUD
  • 3. WHY MOBILE MAPPING? • FAST • QUICK TO MOBILISE AND MAP • LOWER OPERATING COSTS • CHEAPER THAN CONVENTIONAL SURVEY • SAFE • MINIMISES SURVEY STAFF ON THE HIGHWAY • HIGH RESOLUTION • HIGH LEVEL OF DETAIL ON THE PAVEMENT AND STRUCTURES • FLEXIBLE • CAN BE USED ON MANY DIFFERENT TYPES OF PROJECTS
  • 4. MMS COMPONENTS • NAVIGATION • INERTIAL NAVIGATION SYSTEM (INS) • GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS) • DISTANCE MEASUREMENT INDICATOR (DMI) • LASER SCANNER(S) • CAMERA (OPTIONAL) • MOUNT
  • 5. MAINTAINING GOOD ACCURACY • UNLIKE AIRBORNE LIDAR, MOBILE MAPPING SYSTEMS SUFFER FROM LOSS OF GNSS • WITH NO GNSS, TRAJECTORY ACCURACY DECREASES EXPONENTIALLY OVER TIME DUE TO IMU INACCURACIES • HIGHER GRADE IMUS WILL MINIMISE THESE ERRORS • FOG IMU MORE SUITABLE FOR CHALLENGING GNSS ENVIRONMENTS • A DMI WILL HELP IMPROVE ACCURACY WHEN GNSS IS NOT AVAILABLE
  • 6. IMU ERROR OVER TIME – MEMS V FOG 0.00 1.00 2.00 3.00 4.00 5.00 6.00 7.00 8.00 9.00 0 50 100 150 200 250 300 350 3DError(m) Time MEMS 3D Positional Error over Time 30 60 120 180 240 300 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0 50 100 150 200 250 300 350 3DError(m) Time FOG 3D Positional Error over Time 30 60 120 180 240 300
  • 7. INS COUPLING • COUPLING IS A TERM USED TO DESCRIBE HOW THE INS AND GNSS INTERACT WITH EACH OTHER IN ORDER TO IMPROVE ACCURACY • LOOSELY COUPLED • THE POSITION AND VELOCITY FROM THE INS AND GNSS ARE COMBINED TO FORM A TRAJECTORY • ALL MMS’ WILL HAVE AT LEAST A LOOSELY COUPLED INS • TIGHTLY COUPLED • ALSO COMBINES THE GNSS RAW MEASUREMENTS WITH THE INS, THEREFORE ALLOWING GNSS POSITION UPDATES WITH FEWER THAN FOUR SATELLITES • DEEPLY COUPLED • AS TIGHTLY COUPLED BUT INFORMATION IS ALSO PASSED FROM THE INS FILTER TO THE GNSS FILTER, WHICH ENABLES FASTER GNSS SIGNAL REACQUISITION • DIA+ • AS LOOSELY COUPLED BUT INFORMATION IS ALSO PASSED FROM THE INS FILTER TO THE GNSS FILTER, WHICH ENABLES FASTER GNSS SIGNAL REACQUISITION
  • 9. DO YOU WANT TO KNOW MORE ABOUT MOBILE MAPPING? IF SO, GO TO WWW.3DLASERMAPPING.COM/STREETMAPPER UK: +44 1949 838 004 South Africa: +27 12 940 0515 Australia: +61 (0) 8 9261 7703 North America: +1 720 214 3554