DocumentCode :
2486717
Title :
Study on location system of underwater robot based on LMS adaptive algorithm
Author :
Yang, Qingmei ; Sun, Jianmin
Author_Institution :
Coll. of Autom., Beijing Union Univ., Beijing
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
3692
Lastpage :
3695
Abstract :
Adaptive algorithm is widely applied in the filed of digital signal processing. LMS adaptive algorithm is applied in the location system of an autonomous robot to increase the accuracy of the location system according to the analysis of the adaptive filter. The autonomous robot is used to dig the hole in the mud underwater along the prearranged trajectory in wreck salvage. The working condition of the robot in the mud is terrible. The location system is designed. Based on the location method, the location errors of the autonomous robot are analyzed. The LMS adaptive algorithm of location system is simulated in the computer. The simulation results show that LMS adaptive algorithm can decrease the errors of location system.
Keywords :
least mean squares methods; mobile robots; underwater vehicles; LMS adaptive algorithm; adaptive filter; autonomous robot; least mean squares methods; location system; underwater robot; Adaptive algorithm; Adaptive filters; Algorithm design and analysis; Computational modeling; Computer errors; Computer simulation; Digital signal processing; Employee welfare; Least squares approximation; Robots; Adaptive algorithm; Autonomous robot; Location method; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4593516
Filename :
4593516
Link To Document :
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