DocumentCode
3366216
Title
A navigation system for family indoor monitor mobile robot
Author
Tan, Fusheng ; Yang, Jun ; Huang, Jianming ; Jia, Tinggang ; Chen, Weidong ; Wang, Jingchuan
Author_Institution
Central Academe of Shanghai Electr. Group co. Ltd., Shanghai, China
fYear
2010
fDate
18-22 Oct. 2010
Firstpage
5978
Lastpage
5983
Abstract
The navigation system of family indoor mobile robot includes localization, path planning, collision avoidance. The hybrid localization method of straight line matching, corner matching and odometry is proposed. The hardware and software configuration is introduced. Robot detects environment using a 2D laser range finder. Line feature extraction process including area divided, iterative end point fit (IEPF) and a least square technique is introduced. Based on line feature, straight lines and corners as geometry features are obtained. The odometry localization algorithm, straight line localization algorithm and corner localization algorithm are discussed. Artificial Potential Field (APF) based path planning algorithms is implemented. As a result stable localization is achieved with position and orientation resolution as 50mm, 5 degree. A good performance for the method is also achieved with cycle time as 120ms. Experiment shows the effectiveness of the hybrid localization method.
Keywords
collision avoidance; iterative methods; laser ranging; least squares approximations; mobile robots; 2D laser range finder; artificial potential field; collision avoidance; corner localization algorithm; corner matching; family indoor monitor mobile robot; geometry features; hybrid localization method; iterative end point fit; least square technique; line feature extraction process; navigation system; odometry localization algorithm; path planning; straight line localization algorithm; straight line matching; time 120 ms;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location
Taipei
ISSN
2153-0858
Print_ISBN
978-1-4244-6674-0
Type
conf
DOI
10.1109/IROS.2010.5653526
Filename
5653526
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