Anna Tochiki
Papers
1
Total Citations
6
H-Index
1
About
Dr. Anna Tochiki is a pioneering researcher in biomechatronics and human-robot interaction, with a focus on developing intuitive control systems for wearable robotic exoskeletons. Her major contributions center on advancing non-invasive methods for estimating human joint torque, crucial for enabling safe and responsive assistive devices. In her most cited work, "Torque Estimation of Elbow Joint Using a Mechanomyogram Signal Based Biomechanical Model" (2018, 6 citations), Dr. Tochiki proposed a novel approach that integrates mechanomyogram (MMG) signals—mechanical vibrations from muscle activity—with a simplified musculotendinous model to estimate elbow-joint torque in real time. This method offers a promising alternative to traditional electromyography (EMG), potentially reducing signal noise and improving wearability. While her citation count reflects an emerging career, her work represents a significant step toward more natural and effective human-robot collaboration, particularly for assistive technologies in rehabilitation and daily living. Dr. Tochiki’s research sits at the intersection of biomechanics, signal processing, and robotics, laying groundwork for future exoskeletons that can seamlessly interpret and augment human movement.
Research Focus
Key Achievements
Top Papers
- 1