Title :
Improvements in visual odometry algorithm for planetary exploration rovers
Author :
Dinesh, S. ; Koteswara Rao, K. ; Unnikrishnan, Manju ; Brinda, V. ; Lalithambika, V.R. ; Dhekane, M.V.
Author_Institution :
Vikram Sarabhai Space Centre (V.S.S.C.), Indian Space Res. Organ., Thiruvananthapuram, India
Abstract :
Localization is a key aspect of planetary exploration rovers. Visual odometry algorithm can give improved motion estimates compared to conventional systems (Wheel encoders/Inertial measurement units) when traveling in Steep/Sandy terrains. This paper gives the details of a Visual odometry algorithm developed for future planetary exploration rovers. A new algorithm to improve the feature matching and a computationally efficient method to compute the Jacobian used to model the triangulation errors are given here. The test results indicate good accuracy in estimation for the translational movement.
Keywords :
distance measurement; motion control; planetary rovers; Jacobian; computationally efficient method; feature matching; motion estimates; planetary exploration rovers; steep-sandy terrains; translational movement; triangulation errors; visual odometry algorithm; Cameras; Computational modeling; Estimation; Feature extraction; Three-dimensional displays; Visualization; Wheels; Error modeling; Feature matching; Triangulation; Visual Odometry;
Conference_Titel :
Emerging Trends in Communication, Control, Signal Processing & Computing Applications (C2SPCA), 2013 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-1082-3
DOI :
10.1109/C2SPCA.2013.6749359