2025
A Multi-Kernel Low-Dimension Fuzzy Modeling Method for Personalized Gait Patterns
RA-L 2025
Personalized gait pattern construction is challenging due to the inherent nonlinearity of gait patterns and limited available samples. To address these issues, we propose a multi-kernel low-dimensional fuzzy modeling method. Our approach first employs bootstrap resampling to expand the dataset into