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

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 cop...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Robotics and autonomous systems 2020-02, Vol.124, p.103401, Article 103401
Hauptverfasser: Yu, Haitao, Gao, Haibo, Deng, Zongquan
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung: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. •A two-layered CPG-based single-leg controller is devised to generate tripod movement.•Two local reactive mechanisms are proposed to deal with terrain disturbances.•A locomotion control framework is proposed and verified for hexapod robot.
ISSN:0921-8890
1872-793X
DOI:10.1016/j.robot.2019.103401