September 23, 2025BiomimeticsOpen Access

Bio-Inspired Central Pattern Generator for Adaptive Gait Generation and Stability in Humanoid Robots on Sloped Surfaces

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The CPG method enhances natural gait generation and stability in humanoid robots on varying terrain.
Energy consumption patterns of the robot's gait align with the energy-saving mechanisms found in human motion.
A vestibular reflex mechanism allows real-time posture adjustments for improved stability during slope walking.
Simulations and experiments validate the improved adaptability and stability of the proposed method under different conditions.

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This research presents a novel CPG method for adaptive gait stability in humanoid robots, suggesting improved performance on sloped surfaces.

Fang et al. (2025) studied this question.

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This research presents a novel CPG method for adaptive gait stability in humanoid robots, suggesting improved performance on sloped surfaces.