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
Link To Document :
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