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Abstract:
The dynamic control problem for coordinated motion of a free-floating dual-arm space robot system was discussed. According to the momentum conservation law, the dynamic equations of dual-arm space robot system were established through Lagrange equation of the second kind. Based on the above results, a fuzzy wavelet based neural network scheme was designed for dual-arm space robot system with unknown system parameters. The scheme achieves the coordinated motion of the base attitude and the joint angle in joint space. The control scheme needs neither to parameterize the dynamic equations of the system linearly, nor knows any system parameters. Further more, its network parameters are updating on-line by back propagation algorithm so that fuzzy neural network has strong ability of self-learning and self-adapting. Thus time-consuming off-line training process is not required. Simulation results of a planar dual-arm space robot system confirms that the proposed control scheme is effective and feasible.
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China Mechanical Engineering
ISSN: 1004-132X
CN: 42-1294/TH
Year: 2011
Issue: 13
Volume: 22
Page: 1591-1596
Cited Count:
SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 1
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