Rhythmic-Reflex Hybrid Adaptive Walking Control of Biped Robot

被引:20
|
作者
Liu, Chengju [1 ]
Yang, Jing [1 ]
An, Kang [1 ,2 ]
Chen, Qijun [1 ]
机构
[1] Tongji Univ, Sch Elect & Informat Engn, Shanghai 201804, Peoples R China
[2] Shanghai Normal Univ, Coll Informat Mech & Elect Engn, Shanghai 200234, Peoples R China
基金
中国国家自然科学基金;
关键词
Central pattern generation (CPG); Rhythmic-reflex hybrid; Walking pattern evolution; Biped walking; CENTRAL PATTERN GENERATOR; CPG; LOCOMOTION; MOTION; MODEL;
D O I
10.1007/s10846-018-0889-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For the central pattern generation inspired biped walking control algorithm, it is hard to coordinate all the degrees of freedom of a robot by regulating the parameters of a neutral network to achieve stable and adaptive walking. In this work, a hybrid rhythmic-reflex control method is presented, which can realize stable and adaptive biped walking. By integrating zero moment position information, the walking stability can be improved on flat terrain. The robot's body attitude information is used to modulate the control system in real-time to realize sloped terrain adaptive walking. A staged parameter evolution process is used to derive the parameters. Through the entrainment of the oscillatory network and the feedback information, the real-time joint control signals can be regulated to realize adaptive walking. The presented control strategy has been verified by using a biped robot restricted in sagittal plane and the experiments reveal that the robot can successfully achieve changing sloped terrain adaptive walking.
引用
收藏
页码:603 / 619
页数:17
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