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
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;
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
DOI :
10.1109/ICCAS.2007.4407097