Local Map Building Using the information of a Range Finder

영역 검출기 정보를 이용한 지역 지도 작성

  • 고낙용 (조선대학교 제어계측공학과) ;
  • 최웅 (조선대학교 제어계측공학과) ;
  • 최정상 (조선대학교 산업공학과)
  • Published : 2000.02.01

Abstract

This paper presents an algorithm of local map building for autonomous robot navigation using LASER range finder information. We develop a model of sensor output for a LASER range finder, and obtain an output data of the LASER range finder for a given environment. From the output data, a local map is obtained through the following procedures: (1) filtering of output data to remove noisy and unnecessary data, (2) comparison of filtered data with the original data to restore useful data, (3) thickening of the map obtained from the restored data, and (4) skeletonizing of the thickened map to get a final local map. Through some simulation studies, a map is obtained from the LASER range finder information for a given indoor environment, and is compared with the environment.

Keywords

References

  1. Proc. IEEE Int. Conf. on Automation Laser-Radar Based Mapping and Navigation for an Autonomous Mobile Robot P. Hoppen;T. Knieriemen;E. Puttkamer
  2. Navigationg mobile robots Johann Broenstein
  3. Proc. IEEE Int. Conf. Robotics and Automation Map building for a mobile robot equipped with a laser range scanner J. Gonzalez;A. Ollero;A. Reina
  4. Proc. IROS’96 Nowadays trends in map generation for mobile robots T. Tsubouchi
  5. Wiley-inter-science publication Digital image processing W.K.Pratt
  6. Pattern Classfication and Scene Analysis P.E.Hart;R.O. Duda
  7. U.S. Patent 069,654. Technical report no.3 Method and Means for Recognizing Complex Patterns Paul V.C. Hough
  8. Proc. IROS’97 Characterization of a radial laser scanner for mobile robot Navigation A. Reina;J. Gonzalez
  9. SICK Proximity Laser Scanner Technical Description SICK. Inc
  10. Publication of HelpMate Robotics LightRanger User Manual Version 1.0 HelpMate Robotics. Inc
  11. Numerical Recipies in c:The Art Scientific Computing W.H.Press;S.A. Teukolsky;W. T. Vetterling;B. P. Flannery
  12. IFAC world congress Local Map buliding for a mobile robot Autonomous Navigation by using a 2D Laser Sensor J. Gonzalez;A. Ollero;A. Ollero
  13. Information and System Sciences Series Fundamentals of of digital image processing A.K.Jain.
  14. Robotics K. S. Fu;R. C. Gonzalez;C. S. G. Lee
  15. Handbook of image processing operators R. Klette;P. Zamperoni