A Model-Based Control Framework for a Novel Combined Octopod Robot

The legged robot with a waist structure has a more flexible body structure than that with a rigid body. To address the complexity of the waist structure, this paper proposes a lightweight combined octopod robot consisting of two quadruped robots connected back and forth by a novel detachable docking mechanism. To address the issue of performance loss caused by model predictive control (MPC) in high-dimensional nonlinear systems of octopod robots, a centralized control framework for nonlinear model predictive control (NMPC) and whole body control (WBC) is proposed to optimize the contact forces and joint torques. Apart from that, an attitude adaptation control strategy is designed in order to improve the traversing capability in the steep slope terrain. The combined octopod robot platform and motion control framework have been evaluated through a series of experiments, and the results show that the robot has excellent omnidirectional motion capability, as well as strong terrain adaptability and traversing ability in sloping terrain.

Authors

Institutions

Publication Details

Published
2024-08-23
DOI
https://doi.org/10.1109/wrcsara64167.2024.10685720
Citations
1
Primary Topic
Robotic Locomotion and Control
Type
article
Field-Weighted Citation Impact
0.18

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Model-Based Control Framework for a Novel Combined Octopod Robot

Jingyu Sun, Yi Zhang, Xiaomeng Dai, Lelai Zhou et al.
1 citations
Robotic Locomotion and Control
0.18
article

A Model-Based Control Framework for a Novel Combined Octopod Robot

Jingyu Sun, Yi Zhang, Xiaomeng Dai, Lelai Zhou, Yibin Li, Guowei Li, Mingjun Sui, Shenglin Fan
article en
1 citations

Abstract

The legged robot with a waist structure has a more flexible body structure than that with a rigid body. To address the complexity of the waist structure, this paper proposes a lightweight combined octopod robot consisting of two quadruped robots connected back and forth by a novel detachable docking mechanism. To address the issue of performance loss caused by model predictive control (MPC) in high-dimensional nonlinear systems of octopod robots, a centralized control framework for nonlinear model predictive control (NMPC) and whole body control (WBC) is proposed to optimize the contact forces and joint torques. Apart from that, an attitude adaptation control strategy is designed in order to improve the traversing capability in the steep slope terrain. The combined octopod robot platform and motion control framework have been evaluated through a series of experiments, and the results show that the robot has excellent omnidirectional motion capability, as well as strong terrain adaptability and traversing ability in sloping terrain.

Shandong University (CN), China Railway Construction Corporation (China) (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 52%
Robotic Locomotion and Control
0.18
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Model-Based Control Framework for a Novel Combined Octopod Robot — Jingyu Sun, Yi Zhang, et al. · (2024) | TGRS Research Map | TGRS