Title :
Design of Mobile Robot Navigation System Using vSLAM and Distributed Filter Techniques
Author :
Jajulwar, Kapil K. ; Deshmukh, A.Y.
Author_Institution :
GHRCE, Nagpur, India
Abstract :
A Vision based Simultaneous localization and mapping (vSLAM) algorithm for navigation systems is a key problem in the field of automation and Control systems. The SLAM technique is used to calculate the pose estimation for unknown environment. In this paper, Autonomous navigation system is design for mobile robot control with a distributed filter. Basically the filter technique is used to reduce the internal and external noise. The proposed system design is used to guide the robot in unknown environment. Simultaneous Localization and Mapping, which means that the mobile robot can simultaneously determine its position and reconstruct the surrounding environment or unknown path is achieved. In this paper, we used the vision-based SLAM method to improve navigation performance. By design the two encoders for calculating the robot position. The Image correlation method is used to implement the mapping technique for pose estimation and distributed filter using kalman filtering to reduce the noise in input images or remote images.
Keywords :
Kalman filters; SLAM (robots); control system synthesis; correlation methods; mobile robots; path planning; pose estimation; position control; robot vision; SLAM technique; autonomous navigation system; control systems; distributed filter techniques; external noise reduction; image correlation method; internal noise reduction; kalman filtering; mapping technique; mobile robot control; mobile robot navigation system design; navigation performance; pose estimation; robot guide; robot position; vSLAM algorithm; vision based simultaneous localization and mapping algorithm; vision-based SLAM method; Correlation; Estimation; Mobile robots; Navigation; Simultaneous localization and mapping; VSLAM technique and distributed filter technique;
Conference_Titel :
Emerging Trends in Engineering and Technology (ICETET), 2013 6th International Conference on
Conference_Location :
Nagpur
Print_ISBN :
978-1-4799-2560-5
DOI :
10.1109/ICETET.2013.35