DocumentCode :
1318816
Title :
Image Recognition and Force Measurement Application in the Humanoid Robot Imitation
Author :
Liu, Hsin-Yu ; Wang, Wen-June ; Wang, Rong-Jyue ; Tung, Cheng-Wei ; Wang, Pei-Jui ; Chang, I-Ping
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Jhongli, Taiwan
Volume :
61
Issue :
1
fYear :
2012
Firstpage :
149
Lastpage :
161
Abstract :
This paper studies and implements motion imitation interaction between a humanoid robot and a human. To achieve the implementation, three main processes are required. The first is the human motion data acquisition; the second is the motion data modification; and the last is the ankle angle adjustment on the supporting foot (or feet) of the humanoid robot. In the human motion data acquisition, we use a webcam to recognize the 13 marks that are pasted on the human´s body and then calculate and record the relative positions of the marks for each motion into the motion database. In the motion data modification, the recorded motion data are modified by computer simulation to guarantee that the zero moment point of the robot is inside the stable region. Finally, based on the force sensor measurement on the soles of the robot, the ankle angles of the supporting foot (or feet) are adjusted such that the humanoid robot is capable of imitating the human motion with a balance status in real time. The experimental results demonstrate that the humanoid robot successfully imitates a series of human gymnastic motions.
Keywords :
force measurement; force sensors; fuzzy control; human-robot interaction; humanoid robots; image motion analysis; image recognition; mobile robots; Webcam; ankle angle adjustment; computer simulation; force sensor measurement; fuzzy control; human gymnastic motions; human motion data acquisition; humanoid robot imitation; image recognition; motion data modification; motion database; motion imitation interaction; Humanoid robots; Humans; Image color analysis; Robot kinematics; Robot sensing systems; Three dimensional displays; Force sensor; fuzzy control; humanoid robot; image processing; stability; zero moment point (ZMP);
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2011.2161025
Filename :
6017116
Link To Document :
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