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
[1]  
Abraham R., 1978, Foundations of mechanics
[2]   THE GAITS OF BIPEDAL AND QUADRUPEDAL ANIMALS [J].
ALEXANDER, RM .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1984, 3 (02) :49-59
[3]   OPTIMIZATION AND GAITS IN THE LOCOMOTION OF VERTEBRATES [J].
ALEXANDER, RM .
PHYSIOLOGICAL REVIEWS, 1989, 69 (04) :1199-1227
[4]  
[Anonymous], IFAC WORLD C BEIJ CH
[5]   GEOMETRIC METHODS FOR NON-LINEAR OPTIMAL-CONTROL PROBLEMS [J].
BAILLIEUL, J .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1978, 25 (04) :519-548
[6]  
BALKCOM DJ, 2000, WORKSH ALG FDN ROB W
[7]   STABILIZATION OF RIGID BODY DYNAMICS BY INTERNAL AND EXTERNAL TORQUES [J].
BLOCH, AM ;
KRISHNAPRASAD, PS ;
MARSDEN, JE ;
DEALVAREZ, GS .
AUTOMATICA, 1992, 28 (04) :745-756
[8]   Nonholonomic mechanical systems with symmetry [J].
Bloch, AM ;
Krishnaprasad, PS ;
Marsden, JE ;
Murray, RM .
ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 1996, 136 (01) :21-99
[9]  
Brockett R. W., 1982, New Directions in Applied Mathematics, P11
[10]  
Brockett R. W., 1993, NONHOLONOMIC MOTION, P1, DOI [DOI 10.1007/978-1-4615-3176-0_1, 10.1007/978-1-4615-3188-3, DOI 10.1007/978-1-4615-3188-3]