Title :
A PSO-Based Ball-Plate Calibration for Laser Scanner
Author :
Zhao, Qiang ; Yue, Yongheng ; Guan, Qiang
Author_Institution :
Traffic Sch., Northeast Forestry Univ., Harbin, China
Abstract :
Three coordinate laser scanner is one of the important equipments in geometric measurement and reverse engineering fields. The rapid development of manufacture precision towards precise or ultra-precise direction requires higher scanning precision. Calibration is the most direct, simplest method to check the measuring uncertainty of the scanner. This paper put forward a ball-plate based calibration method and proposed to use particle swarm optimization (PSO) algorithm to solve the critical point-cloud sphere center fitting problem in the calibration. A practical calibration is completed on a laser scanner and the calibration results show that PSO algorithm enables to present an adequately accurate fitting centers and the proposed method is practical and effective.
Keywords :
calibration; measurement uncertainty; optical scanners; particle swarm optimisation; PSO algorithm; ball-plate based calibration method; critical point-cloud sphere center fitting problem; geometric measurement; laser scanner; measuring uncertainty; particle swarm optimization; reverse engineering; scanning precision; Calibration; Coordinate measuring machines; Distortion measurement; Fitting; Laser modes; Laser noise; Laser transitions; Manufacturing; Measurement uncertainty; Reverse engineering; PSO; ball-plate; calibration; error; laser scanner;
Conference_Titel :
Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-0-7695-3583-8
DOI :
10.1109/ICMTMA.2009.620