DocumentCode
2439520
Title
Mobile robot velocity estimation using an array of optical flow sensors
Author
Kim, Sungbok ; Jeong, Ilhwa ; Lee, Sanghyup
Author_Institution
Hankuk Univ. of Foreign Studies, Seoul
fYear
2007
fDate
17-20 Oct. 2007
Firstpage
616
Lastpage
621
Abstract
This paper presents the velocity estimation of a mobile robot using a regular polygonal array of optical flow sensors that are installed at the bottom of a mobile robot. First, the velocity kinematics from a mobile robot to an array of optical flow sensors is derived. Second, for a given set of optical flow sensor readings, the mobile robot velocity is estimated based on the least squares solution. Third, the robustness of the proposed method against random noise of optical flow sensors is analyzed. Fourth, the sensitivity of the proposed method to imprecise installation of optical flow sensors is analyzed. Finally, simulation results are given to demonstrate the validity of the proposed mobile robot localization.
Keywords
image sequences; least squares approximations; mobile robots; robot kinematics; sensor arrays; velocity control; least squares solution; mobile robot localization; mobile robot velocity estimation; optical flow sensors array; polygonal array; velocity kinematics; Image motion analysis; Kinematics; Least squares approximation; Mobile robots; Noise robustness; Optical arrays; Optical noise; Optical sensors; Sensor arrays; Sensor systems; Mobile robot; least squares; optical flow sensor; robustness; sensitivity; velocity estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-950038-6-2
Electronic_ISBN
978-89-950038-6-2
Type
conf
DOI
10.1109/ICCAS.2007.4407097
Filename
4407097
Link To Document