A survey on CPG-inspired control models and system implementation

J Yu, M Tan, J Chen, J Zhang - IEEE transactions on neural …, 2013 - ieeexplore.ieee.org
This paper surveys the developments of the last 20 years in the field of central pattern
generator (CPG) inspired locomotion control, with particular emphasis on the fast emerging …

Survey of locomotion control of legged robots inspired by biological concept

QD Wu, CJ Liu, JQ Zhang, QJ Chen - Science in China Series F …, 2009 - Springer
Compared with wheeled mobile robots, legged robots can easily step over obstacles and
walk through rugged ground. They have more flexible bodies and therefore, can deal with …

Sideways crab-walking is faster and more efficient than forward walking for a hexapod robot

Y Chen, JE Grezmak, NM Graf… - Bioinspiration & …, 2022 - iopscience.iop.org
Articulated legs enable the selection of robot gaits, including walking in different directions
such as forward or sideways. For longer distances, the best gaits might maximize velocity or …

Horse-like walking, trotting, and galloping derived from kinematic Motion Primitives (kMPs) and their application to walk/trot transitions in a compliant quadruped robot

FL Moro, A Spröwitz, A Tuleu, M Vespignani… - Biological …, 2013 - Springer
This manuscript proposes a method to directly transfer the features of horse walking, trotting,
and galloping to a quadruped robot, with the aim of creating a much more natural (horse …

A CPG-based gait planning and motion performance analysis for quadruped robot

SX Wei, H Wu, L Liu, YX Zhang, J Chen… - Industrial Robot: the …, 2022 - emerald.com
Purpose To achieve stable gait planning and enhance the motion performance of
quadruped robot, this paper aims to propose a motion control strategy based on central …

Reinforcement learning and neural network-based artificial intelligence control algorithm for self-balancing quadruped robot

C Lee, D An - Journal of Mechanical Science and Technology, 2021 - Springer
This paper proposes an artificial intelligence (AI)-based new control algorithm for a self-
balancing quadruped robot. A quadruped robot is a good example of a redundant degree-of …

Deepcpg policies for robot locomotion

AM Deshpande, E Hurd, AA Minai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Central pattern generators (CPGs) form the neural basis of the observed rhythmic behaviors
for locomotion in legged animals. The CPG dynamics organized into networks allow the …

Joint-space cpg for safe foothold planning and body pose control during locomotion and climbing

G Sun, G Sartoretti - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
From insects to larger mammals, legged animals can be seen easily traversing a wide
variety of challenging environments, by carefully selecting, reaching, and exploiting high …

A neural primitive model with sensorimotor coordination for dynamic quadruped locomotion with malfunction compensation

AA Saputra, AJ Ijspeert, N Kubota - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
In the field of quadruped locomotion, dynamic locomotion behavior, and rich integration with
sensory feedback represents a significant development. In this paper, we present an efficient …

Workspace trajectory generation with smooth gait transition using CPG-based locomotion control for hexapod robot

K Helal, A Albadin, C Albitar, M Alsaba - Heliyon, 2024 - cell.com
This paper presents a new control methodology for achieving smooth gait transitions for a
hexapod robot using central pattern generators (CPGs). The approach involves modifying …