Circle fitting based pile positioning and machine pose estimation from range data for pile driver navigation

Takeshi Sasaki, Hiroshi Kawahara, Fumihiro Inoue, Hideki Hashimoto

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this research, we propose a pile driver navigation system for accurate and efficient pile driving in construction fields. In the system, a laser range finder is placed in the field and measures the position of a driving pile and pose of a pile driver. The measured pile position and the desired pile position are transformed to the pile driver coordinate system and provided to the operator of the driver to allow easy adjustment of the pile position. This paper focuses on pile position estimation and pile driver pose estimation from laser range finder data. We compare two pile position estimation methods based on circle fitting. One is maximum likelihood estimation under Gaussian noise in Cartesian coordinates whereas in another method Gaussian noise is added in polar coordinates. The pile driver pose estimation method uses markers attached to the machine and the pose is calculated from the measured marker positions in global coordinate system and the corresponding marker positions in the pile driver coordinate system.

Original languageEnglish
Title of host publicationSYROCO 2012 Preprints - 10th IFAC Symposium on Robot Control
PublisherIFAC Secretariat
Pages848-853
Number of pages6
Edition22
ISBN (Print)9783902823113
DOIs
Publication statusPublished - 2012 Jan 1
Event10th IFAC Symposium on Robot Control, SYROCO 2012 - Dubrovnik, Croatia
Duration: 2012 Sep 52012 Sep 7

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Number22
Volume45
ISSN (Print)1474-6670

Conference

Conference10th IFAC Symposium on Robot Control, SYROCO 2012
CountryCroatia
CityDubrovnik
Period12/9/512/9/7

    Fingerprint

Keywords

  • Detection algorithms
  • Least-squares estimation
  • Maximum likelihood estimators
  • Navigation systems
  • Position estimation
  • Range data
  • Range finders

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Sasaki, T., Kawahara, H., Inoue, F., & Hashimoto, H. (2012). Circle fitting based pile positioning and machine pose estimation from range data for pile driver navigation. In SYROCO 2012 Preprints - 10th IFAC Symposium on Robot Control (22 ed., pp. 848-853). (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 45, No. 22). IFAC Secretariat. https://doi.org/10.3182/20120905-3-HR-2030.00137