Optimal gaits for dynamic robotic locomotion

被引:38
作者
Cortés, J
Martínez, S
Ostrowski, JP
McIsaac, KA
机构
[1] CSIC, Inst Matemat & Fis Fundamental, Lab Dynam Syst Mech & Control, E-28006 Madrid, Spain
[2] Univ Penn, Gen Robot Automat Sensing & Percept Lab, Philadelphia, PA 19104 USA
关键词
optimal control; robotic locomotion; dynamic systems; geometric methods;
D O I
10.1177/02783640122067624
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper addresses the optimal control and selection of gaits in a class of dynamic locomotion systems that exhibit group symmetries. The authors study near-optimal gaits for an underwater eel-like robot, although the tools and analysis can be applied more broadly to a large family of nonlinear control systems vith drift, The approximate solutions to the optimal control problem are found using a truncated basis of cyclic input functions. This generates feasible paths that approach the optimal one as the number of basis functions is increased. The authors describe an algorithm to obtain numerical solutions to this problem and present simulation results that demonstrate the types of solutions that can be achieved. Comparisons are made with experimental data using the REEL II robot platform.
引用
收藏
页码:707 / 728
页数:22
相关论文
共 58 条
[31]  
Koiller J, 1996, J NONLINEAR SCI, V6, P507, DOI 10.1007/s003329900021
[32]   Optimal control for holonomic and nonholonomic mechanical systems with symmetry and Lagrangian reduction [J].
Koon, WS ;
Marsden, JE .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1997, 35 (03) :901-929
[33]  
Krishnaprasad P. S., 1990, Proceedings of the 1990 American Control Conference (IEEE Cat. No.90CH2896-9), P2440
[34]  
KRISHNAPRASAD PS, 1991, PROCEEDINGS OF THE 30TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-3, P1133, DOI 10.1109/CDC.1991.261521
[35]   A MOTION PLANNER FOR NONHOLONOMIC MOBILE ROBOTS [J].
LAUMOND, JP ;
JACOBS, PE ;
TAIX, M ;
MURRAY, RM .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1994, 10 (05) :577-593
[36]   MOTION CONTROL OF DRIFT-FREE, LEFT-INVARIANT SYSTEMS ON LIE-GROUPS [J].
LEONARD, NE ;
KRISHNAPRASAD, PS .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (09) :1539-1554
[37]  
LEONARD NE, 1995, P IEEE C DEC CONTR N, P1131
[38]  
McIsaac KA, 2001, LECT NOTES CONTR INF, V271, P271
[39]  
McIsaac KA, 1999, ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, P2843, DOI 10.1109/ROBOT.1999.774028
[40]  
MCISAAC KA, 2001, THESIS U PENNSYLVANI