Advances in Laser Positioning of Machine Vision System and Their Impact on 3D Coordinates Measurement

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

  • Jose A. Nunez-Lopez
  • Oleg Sergiyenko
  • Ruben Alaniz-Plata
  • Cesar Sepulveda-Valdez
  • Oscar M. Perez-Landeros
  • Vera Tyrsa
  • Wendy Flores-Fuentes
  • Julio C. Rodriguez-Quinonez
  • Fabian N. Murrieta-Rico
  • Paolo Mercorelli
  • Vladimir Kartashov
  • Marina Kolendovska

This work presents improvements to a patented 3D laser scanning system with a friction-compensated laser positioning mechanism. By employing a dynamic friction model, the system accurately identifies angular positioning errors through a combination of manual and automatic measurements with different control inputs. The study conducts experiments involving multiple friction cycles and SEM micrograph analysis to compare the microscopic irregularities of steel surfaces before and after friction-based positioning. Parameters of the friction system are derived or estimated from processed input-output test data. A nonlinear control is proposed to compensate for friction effects, resulting in improved positioning accuracy. Experimental implementation using an STM32 board demonstrates a remarkable reduction in the uncertainty of 3D coordinates measured by applying friction-compensated laser positioning. The findings highlight the effectiveness of the proposed friction compensation method, making the 3D laser scanning system more precise and reliable for diverse applications.

Original languageEnglish
Title of host publicationIECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society
Number of pages6
Place of PublicationPiscataway
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
Publication date16.10.2023
ISBN (print)979-8-3503-3183-7
ISBN (electronic)979-8-3503-3182-0
DOIs
Publication statusPublished - 16.10.2023
Event49th Annual Conference of the IEEE Industrial Electronics Society, 2023: Marina Bay Sands Expo and Convention Centre, Singapore - Marina Bay Sands Expo and Convention Centre, Singapore, Singapore
Duration: 16.10.202319.10.2023
https://www.iecon2023.org

Bibliographical note

Funding Information:
ACKNOWLEDGMENT The Autonomous University of Baja California partially supported this work. The authors of this work would like to thank the anonymous reviewers for their valuable support.

Publisher Copyright:
© 2023 IEEE.

    Research areas

  • 3D Coordinate Sensing, Friction Estimation, Laser Scanner, Machine Vision System, Robot Vision
  • Engineering

Recently viewed

Publications

  1. Leverage points for reversing paddock tree loss in Upper Lachlan grazing landscapes: A workshop report.
  2. Robust Control using Sliding Mode Approach for Ice-Clamping Device activated by Thermoelectric Coolers
  3. Microstructures, Corrosion and Mechanical Properties of Mg–Si Alloys as Biodegradable Implant Materials
  4. Stretch goals and backcasting: Approaches for overcoming barriers to large-scale ecological restoration
  5. Landscape perspectives on agricultural intensification and biodiversity - Ecosystem service management
  6. Assessing the impact of the Rwandan refugee crisis on development planning in rural Tanzania, 1994-1996
  7. Introduction to the special issue on applied psychology from transitional economies in eastern Europe
  8. „Die Legalisierung hat uns überhaupt keine Vorteile gebracht. Die Vorteile gibt es nur für Österreicher“
  9. Springback behavior of carbon-fiber-reinforced plastic laminates with metal cover layers in v-die bending
  10. Assembly Modes of General Planar 3-RPR Parallel Mechanisms when Using the Linear Actuators’ Orientations
  11. Laser Scanning Point Cloud Improvement by Implementation of RANSAC for Pipeline Inspection Application
  12. Normativität(en) im Spannungsfeld von Theorieproduktion und Theorieklassifikation in der Sozialen Arbeit
  13. Psychodynamische Prozesse und weibliche Ambivalenzen im Umgang mit kindlicher männlicher Aggressivität
  14. Rahmenbedingungen von Zuwanderung und interkulturellem Zusammenleben in den ostdeutschen Bundesländern
  15. Natur- und Kulturlandschaften zwischen Einheit und Differenz. Das Beispiel Biosphärenreservat Mittelelbe
  16. Das soziale Geschlecht des Raumes - die Kategorie Geschlecht im Diskurs Nachhaltige Regionalentwicklung
  17. Industrial Clusters as a Factor for Innovative Drive- in Regions of Transformation and Structural Change
  18. Methodological support for the selection of simplified equations of state for modeling technical fluids
  19. Ankunfts-, Entscheidungs- und Rückführungszentren (AnkER-Zentren) – Erwartungen und kritische Bestandsaufnahme
  20. Pionierinnen der Willkommenskultur. Strukturen und Motive des ehrenamtlichen Engagements für Geflüchtete
  21. Effect of LPSO Phases on Crack Propagation in an Extruded Mg–Dy–Nd–Zn–Zr Alloy Influenced by Heat Treatment
  22. Forging of Mg–3Sn–2Ca–0.4Al Alloy Assisted by Its Processing Map and Validation Through Analytical Modeling
  23. Consumer Preferences and Their Willingness to Pay for Local Products (by Means of Consumer Ethnocentrism)
  24. Enhancement of cellular immune response to a prostate cancer DNA vaccine by intradermal electroporation.
  25. Diversity promotes temporal stability across levels of ecosystem organization in experimental grasslands
  26. Redistributive Tax Co-operation: Automatic Exchange of Information, US Power and the Absence of Joint Gains
  27. An innovative teaching approach in Engineering Education to impart reflective digitalization competences
  28. Beyond fragmentation: the continuum model for fauna research and conservation in human-modified landscapes
  29. Naturschutz, Landnutzung und Geschlechterverhältnisse – theoretische Orientierungen und politische Befunde
  30. Autonomy of Migration Despite Its Securitisation? Facing the Terms and Conditions of Biometric Rebordering
  31. Digitalisierung aus der Perspektive Fachdidaktischer Forschung und Ingenieurwissenschaftlicher Lehrpraxis
  32. Biodiversity, ecosystem function, and resilience: ten guiding principles for commodity production landscapes