Biped Walking Trajectory Generator Based on Three-Mass With Angular Momentum Model Using Model Predictive Control

被引:22
|
作者
Luo, Ren C. [1 ]
Chen, Chin Cheng [2 ]
机构
[1] Natl Taiwan Univ, Ctr Intelligent Robot & Automat Res, Taipei 10617, Taiwan
[2] Natl Taiwan Univ, Dept Elect Engn, Taipei 106, Taiwan
关键词
Biped robot walking; model predictive control (MPC); zero moment point (ZMP); PATTERN GENERATION; PREVIEW CONTROL;
D O I
10.1109/TIE.2015.2477062
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a biped walking trajectory generator based on the three-mass with angular momentum model using model predictive control. This approach aims to decrease the modeling error and decrease zero moment point (ZMP) horizon, so that high ZMP tracking accuracy and immediate generation are achieved. The contribution of this approach is the use of the three-mass with angular momentum model, the reduction of modeling error, and the enhancement of ZMP tracking performance and walking stability. This method allows online walking pattern modification, so that unexpected emergency can be dealt with by immediately changing trajectories. In addition, this proposed method is validated through numerical simulations, and the proof-of-concept experiments are conducted using an experimental robot developed in our laboratory.
引用
收藏
页码:268 / 276
页数:9
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