DocumentCode
3044241
Title
Path planning and control system design for cleaning robot
Author
Hu, Zhengwei ; Wang, Hongbo ; Zhang, Tian ; Zheng, Xiaoqian ; Yang, Xue
Author_Institution
Coll. of Mech. Eng., Yanshan Univ., Qinhuangdao, China
fYear
2010
fDate
20-23 June 2010
Firstpage
2368
Lastpage
2373
Abstract
This paper describes the path planning method based on biologically inspired neural network and proposes a novel robot control system. Firstly, the principle of the biologically inspired neural network is introduced and its application is analyzed. Secondly, the computer modeling and simulation are conducted and show that this method is effective. Moreover, path planning experiments are accomplished by the cleaning prototype, and the results show the path planning algorithm and the control system feasible. Finally, several necessary measures corresponding to different error reasons are presented to improve the precision of this control system.
Keywords
mobile robots; neural nets; path planning; cleaning robot; computer modeling; control system design; neural network; path planning method; robot control system; Application software; Biological system modeling; Biology computing; Cleaning; Computational modeling; Computer simulation; Control systems; Neural networks; Path planning; Robot control; Cleaning robot; control system; neural network; path planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-5701-4
Type
conf
DOI
10.1109/ICINFA.2010.5512066
Filename
5512066
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