Enhancing adaptability with local reactive behaviors for hexapod walking robot via sensory feedback integrated central pattern generator

被引:31
|
作者
Yu, Haitao [1 ,2 ]
Gao, Haibo [1 ]
Deng, Zongquan [1 ]
机构
[1] Harbin Inst Technol, State Key Lab Robot & Syst, Harbin 150080, Peoples R China
[2] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 10487, Peoples R China
基金
中国国家自然科学基金;
关键词
Hexapod walking robot; Legged locomotion; Local reactive behavior; Central pattern generator (CPG); NEURAL-NETWORKS; LOCOMOTION; CPG; COORDINATION; LEG; POSITION; INSECTS; SYSTEM; GAIT;
D O I
10.1016/j.robot.2019.103401
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Local reactive behaviors endow animals the ability to exhibit agile and dexterous performance when traversing challenging terrains. This paper presents a novel locomotion control method based on the central pattern generator (CPG) concept for hexapod walking robot with local reactive behavior to cope with terrain irregularities. Firstly, a two-layered CPG-based single-leg controller is developed to generate the rhythmical movement for each leg executing tripod walking. The Van der Pol oscillator is employed on the high-layer to construct a coupled CPG network which serves as a phase regulator (PR) to produce rhythmic signals with prescribed phase relations amongst neurons. On the low-layer, an auxiliary linear converter (LC) transforms these signals into the desired joint trajectories. Subsequently, by embodying the proprioceptive sensing and external tactile information as the sensory feedback, two typical local reactive mechanisms including the elevator reflex and searching reflex are achieved by virtue of on-line adjusting the coupling scheme of the PR and the coefficients of the LC. A locomotion control framework for hexapod walking robot is further established by combining the single-leg controller with a finite state machine to allocate swing/stance commands for individual joints in dealing with terrain perturbations. The effectiveness of the proposed method has been verified through both virtual model simulation and experiments on a physical hexapod platform. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:17
相关论文
empty
未找到相关数据