Title :
Position measurement system for cylindrical objects using laser range finder
Author :
Tamura, Hajime ; Sasaki, Takeshi ; Hashimoto, Hideki ; Inoue, Fumihiro
Author_Institution :
Inst. of Ind. Sci., Univ. of Tokyo, Tokyo, Japan
Abstract :
In this paper, an accurate long-distance position measurement system using laser range finders (LRFs) is proposed. The system uses cylindrical objects, and can be used for surveys in construction fields. Given data from the LRF are nothing more than the contours of the objects. Therefore, this research aims to estimate accurate center positions of the objects by applying the least square method or the maximum likelihood estimation to their contours based on the shape information of the objects. We adopted cylindrical shaped objects since a circle is invariant against rotation. If we know the radius of the cylindrical object in advance, the aforementioned two methods become non-linear problems. For this reason, we applied the Newton-Raphson method to solve these non-linear equations. Additionally, we implemented a reflected beam intensity filter to compensate for a collapse of the contour´s shape and a multiple times scanning algorithm to increase the number of data points belonging to the contour.
Keywords :
Newton-Raphson method; laser ranging; maximum likelihood estimation; nonlinear equations; position measurement; surface topography; LRF; Newton-Raphson method; cylindrical objects; laser range finder; least square method; maximum likelihood estimation; multiple time scanning algorithm; nonlinear equation; object contour; position measurement system; Bars; Maximum likelihood estimation; Measurement by laser beam; Mobile robots; Noise; Position measurement; Shape; Circle fitting; Laser range finder; Least square method; Maximum likelihood estimation; Newton-Raphson method; Position measurement system;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8