DocumentCode :
2981638
Title :
Multisensor Based Indoor Vehicle Localization System for Production and Logistic
Author :
Michel, J. C Fuentes ; Christmann, Mark ; Fiegert, Michael ; Gulden, Peter ; Vossiek, Martin
Author_Institution :
Clausthal Univ. of Technol.
fYear :
2006
fDate :
Sept. 2006
Firstpage :
553
Lastpage :
558
Abstract :
In this paper a multisensor based indoor vehicle localization system for production and logistics is introduced. To track the position and the orientation of a moving vehicle a set of distance values to several points on the vehicle is measured by a wireless ranging system. The beacons of the wireless system are mounted at known positions in the surrounding infrastructure. It is shown that conventional multilateralization is not very practical to solve the required positioning task. In order to match the complete geometry of the forklift to a set of measured distance data, a heuristic nonlinear optimization method is applied. With our novel approach it is possible to solve the complex underlying transformation problem and to calculate the position and angle of the forklift for nearly arbitrary measuring conditions. The achieved accuracy is optimal in the least squares sense. For situations where the wireless access to the vehicle is disturbed, the localization system is assisted by data from a laser scanner. By matching subsequent scans relative movements of the vehicle are be determined precisely. The fusion of an optical relative sensors and a wireless absolute localization system allows for a flexible and steady control of transportation processes even in complex and dynamically changing environments
Keywords :
fork lift trucks; logistics; optical scanners; sensor fusion; wireless sensor networks; forklift; heuristic nonlinear optimization method; indoor vehicle localization system; laser scanner; logistic; moving vehicle; multisensor; optical relative sensors; production; transportation processes; wireless ranging system; Geometry; Laser fusion; Least squares methods; Logistics; Optical sensors; Optimization methods; Position measurement; Production systems; Vehicles; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multisensor Fusion and Integration for Intelligent Systems, 2006 IEEE International Conference on
Conference_Location :
Heidelberg
Print_ISBN :
1-4244-0566-1
Electronic_ISBN :
1-4244-0567-X
Type :
conf
DOI :
10.1109/MFI.2006.265666
Filename :
4042083
Link To Document :
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