Yunsoo Seo

Real-Time Model Predictive Control of Nonlinear Coupled Joints Using MPPI: Application to Humanoid Ankle Joints

Modern robotic systems increasingly employ nonlinear coupled joints, which present significant challenges in control. Unlike traditional serial chain configurations, where simplicity was the primary concern, parallel mechanisms such as those found in humanoid ankle joints add another layer of comple…