9 citations · 16 across the 3 of their papers we have counts for
3 papers
Model-agnostic Meta-learning for Adaptive Gait Phase and Terrain Geometry Estimation with Wearable Soft Sensors
Zenan Zhu, Wenxi Chen, Pei-Chun Kao +5
This letter presents a model-agnostic meta-learning (MAML) based framework for simultaneous and accurate estimation of human gait phase and terrain geometry using a small set of fa…
Invariant Extended Kalman Filtering for Human Motion Estimation with Imperfect Sensor Placement
Zenan Zhu, Seyed Mostafa Rezayat Sorkhabadi, Yan Gu +1
This paper introduces a new invariant extended Kalman filter design that produces real-time state estimates and rapid error convergence for the estimation of the human body movemen…
Design and Evaluation of an Invariant Extended Kalman Filter for Trunk Motion Estimation with Sensor Misalignment
Zenan Zhu, Seyed Mostafa Rezayat Sorkhabadi, Yan Gu +1
Understanding human motion is of critical importance for health monitoring and control of assistive robots, yet many human kinematic variables cannot be directly or accurately meas…