DocumentCode
2839671
Title
Fuzzy gravity compensation for wall-climbing microrobots
Author
Xiao, Jun ; Song, Xing ; Qin, Bin ; Wang, Hongguang
Author_Institution
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear
2010
fDate
26-28 May 2010
Firstpage
4435
Lastpage
4440
Abstract
A fuzzy control system with gravity compensation is presented to improve the performance of the wall-climbing microrobots. After introduction of the robot system, robot motion modes are described. And kinematic models and dynamic models are introduced. Then a fuzzy motion controller is designed to improve control performance and reduce power consumption by the suitable selection of fuzzy sets and inference methods, as well as the definition of corresponding membership functions and control rule bases. A fuzzy logic compensator is developed to compensate the gravitational effects according to different robot configurations and task situations. Experimental results prove the validity of the proposed methods.
Keywords
fuzzy control; fuzzy set theory; inference mechanisms; knowledge based systems; microrobots; mobile robots; motion control; robot dynamics; robot kinematics; control rule bases; dynamic model; fuzzy control system; fuzzy gravity compensation; fuzzy logic compensator; fuzzy sets; inference methods; kinematic model; membership functions; robot motion modes; wall-climbing microrobots; Climbing robots; Energy consumption; Fuzzy control; Fuzzy sets; Gravity; Mobile robots; Motion control; Power system modeling; Robot kinematics; Robotics and automation; Fuzzy control; Gravity compensation; Motion control; Wall-climbing robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location
Xuzhou
Print_ISBN
978-1-4244-5181-4
Electronic_ISBN
978-1-4244-5182-1
Type
conf
DOI
10.1109/CCDC.2010.5498341
Filename
5498341
Link To Document