TY - GEN
T1 - Position measurement system for cylindrical objects using laser range finder
AU - Tamura, Hajime
AU - Sasaki, Takeshi
AU - Hashimoto, Hideki
AU - Inoue, Fumihiro
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - Circle fitting
KW - Laser range finder
KW - Least square method
KW - Maximum likelihood estimation
KW - Newton-Raphson method
KW - Position measurement system
UR - http://www.scopus.com/inward/record.url?scp=78649242691&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:78649242691
SN - 9784907764364
T3 - Proceedings of the SICE Annual Conference
SP - 291
EP - 296
BT - Proceedings of SICE Annual Conference 2010, SICE 2010 - Final Program and Papers
PB - Society of Instrument and Control Engineers (SICE)
ER -