TY - JOUR
T1 - Optimum synthesis for the biped gait mechanism using differential evolution
AU - Pantoja-García, J. S.
AU - Villarreal-Cervantes, M. G.
AU - González-Robles, J. C.
AU - Sepúlveda Cervantes, G.
N1 - Publisher Copyright:
© 2016 CIMNE (Universitat Politècnica de Catalunya)
PY - 2017/1/1
Y1 - 2017/1/1
N2 - The limb design for a biped robot is a key issue to improve the locomotion and the performance of biped robots. The use of mechanism for tracking the gait is not an easy task because the degree of freedom (d . g . f) of the Cartesian space movement does not correspond to the d . g . f of the mechanism. Hence in this paper, an eight-bar planar mechanism with a one d . o . f is proposed as biped limb and the biped gait tracking behavior in the mechanism is analyzed. A numeric optimization problem is formally stated to design the proposed mechanism based on dimensional synthesis. A constraint handling mechanism is included into the differential evolution algorithm (DE) algorithm in order to obtain mechanism design with real solutions in the optimization problem and the behavior of the algorithm with different crossover parameters is analyzed. Experimental results verify the design approach in a laboratory prototype.
AB - The limb design for a biped robot is a key issue to improve the locomotion and the performance of biped robots. The use of mechanism for tracking the gait is not an easy task because the degree of freedom (d . g . f) of the Cartesian space movement does not correspond to the d . g . f of the mechanism. Hence in this paper, an eight-bar planar mechanism with a one d . o . f is proposed as biped limb and the biped gait tracking behavior in the mechanism is analyzed. A numeric optimization problem is formally stated to design the proposed mechanism based on dimensional synthesis. A constraint handling mechanism is included into the differential evolution algorithm (DE) algorithm in order to obtain mechanism design with real solutions in the optimization problem and the behavior of the algorithm with different crossover parameters is analyzed. Experimental results verify the design approach in a laboratory prototype.
KW - Biped robot
KW - Differential evolution
KW - Dimensional synthesis
KW - Numeric optimisation
KW - Optimum design
UR - http://www.scopus.com/inward/record.url?scp=85006826125&partnerID=8YFLogxK
U2 - 10.1016/j.rimni.2016.04.004
DO - 10.1016/j.rimni.2016.04.004
M3 - Artículo
SN - 0213-1315
VL - 33
SP - 138
EP - 153
JO - Revista Internacional de Metodos Numericos para Calculo y Diseno en Ingenieria
JF - Revista Internacional de Metodos Numericos para Calculo y Diseno en Ingenieria
IS - 1-2
ER -