Ruixin Xiao
Papers
1
Total Citations
2
H-Index
1
About
Ruixin Xiao is a researcher specializing in the design optimization of robotic actuation systems, with a focus on backdrivable gear drives for human-robot interaction. Their key research areas include mechanical design, multi-objective optimization, and the development of efficient, compact transmissions for wearable exoskeletons. Xiao’s major contribution lies in advancing the 3K planetary gear reducer, a high-ratio, backdrivable mechanism that enhances both forward and backward driving efficiencies—critical for safe, responsive exoskeleton actuators. Their most-cited paper, "MINLP-Based Design Optimization of Backdrivable 3K Planetary Gear Drive for Robot Actuator" (2022), introduces a mixed-integer nonlinear programming approach to optimize gear geometry and performance, achieving superior torque density and reduced backlash. While still early in their career, this work has garnered attention for its practical impact on improving human-robot interaction in assistive devices. Xiao’s research bridges mechanical engineering and robotics, offering innovative solutions for next-generation wearable technologies. Their ongoing work promises to further refine actuator efficiency and safety, positioning them as a rising contributor to the field of robotic transmission design.
Research Focus
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Top Papers
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