CPG BASED RL ALGORITHM LEARNS TO CONTROL OF A HUMANOID ROBOT LEG

Author(s):  
Önder Tutsoy
Keyword(s):  
2018 ◽  
Vol 21 (1) ◽  
pp. 51 ◽  
Author(s):  
Hazem I. Ali ◽  
Azhar J. Abdulridha

In this paper, the robustness properties of sliding mode control (SMC) which is designed to produce a dynamic output feedback controller to achieve robustness for trajectory tracking of the nonlinear human swing leg system is presented. The human swing leg represents the support of human leg or the humanoid robot leg which is usually modeled as a double pendulum. The thigh and shank of a human leg will respect the pendulum links, hip and knee will connect the upper body to thigh and then shank respectively. The total moments required to move the muscles of thigh and shank are denoted by two external (servomotors) torques applied at the hip and knee joints. The mathematical model of the system is developed. The results show that the proposed controller can robustly stabilize the system and achieve a desirable time response specification.


2016 ◽  
Vol 27 (1) ◽  
pp. 581-597 ◽  
Author(s):  
L. Campos-Macías ◽  
O. Carbajal-Espinosa ◽  
A. Loukianov ◽  
E. Bayro-Corrochano

Author(s):  
Thiago Tonaco ◽  
Daniela Vacarini de Faria ◽  
Caroline Silva ◽  
Marcos Maximo ◽  
Mariano Arbelo
Keyword(s):  

2013 ◽  
Vol 418 ◽  
pp. 38-43
Author(s):  
Hitonobu Koike ◽  
Kiyoto Itakura ◽  
Shota Okazaki ◽  
Masahiro Takamiya ◽  
Kenji Kanemasu ◽  
...  

In order to establish the application possibilities in transmission parts in humanoid robot joints, wear of reinforced poly-ether-ether-ketone (PEEK) polymer bushes in friction against 7075 aluminium alloy cam plates is investigated. Additionally the transmission error (backlash) in robot joint was measured. The PEEK bush wear requires close examination as well as the input axis-output axis transmission error. Fatigue wear tests were performed on bushes under middle load at 3000 rpm motor speeds, while the cam plate oscillated in the humanoid robot leg joint evaluation system under 1300 kgfcm (132 Nm) load torque. The robot joint using PEEK bush achieved stable small backlash due to good friction perforance.


2019 ◽  
Author(s):  
Aleksandra Mikov ◽  
Dragana Vukliš ◽  
Branislav Borovac ◽  
Milan Gnjatović ◽  
Jovica Tasevski ◽  
...  
Keyword(s):  

Author(s):  
Marlete Silva ◽  
José Maurício Santos Torres da Motta
Keyword(s):  

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