Papers

7

Total Citations

53

H-Index

5

About

Ziyu Liao is a rising researcher at the forefront of wearable robotics and human augmentation, with a focus on **supernumerary robotic limbs (SRLs)** and **surface electromyography (sEMG)-based control interfaces**. Their work addresses the critical challenge of creating intuitive, safe, and cost-effective human–robot collaboration systems. Liao’s major contributions include pioneering design frameworks for SRLs, such as multi-objective optimization for collaborative workspaces and semi-physical simulation for safety testing, as well as developing novel sEMG-based force interaction strategies that reduce system complexity without sacrificing accuracy. Notably, their 2022 review on SRL design has become a foundational reference in the field, accumulating **13 citations** and shaping subsequent research directions. Liao also advanced rehabilitation technology by introducing a multi-sensor assessment method for finger rehabilitation robots, improving the objectivity of recovery evaluations. With a growing body of work that bridges engineering, biomechanics, and human–machine interaction, Liao’s research—garnering over **50 total citations**—is driving the next generation of wearable robots that augment human capability in both industrial and medical contexts.

Research Focus

Key Achievements

5
H-Index
7
Papers
53
Total Citations
8
Avg Citations/Paper
🏆 Most Cited Paper
Human–robot interface based on sEMG envelope signal for the collaborative wearable robot
15 citations · 2022
📈 Most Prolific Year: 2022 (3 Papers)
🤝 Key Collaborators: 23
🏛 Institutions: Nanjing University of Aeronautics and Astronautics, Jinhua Polytechnic

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 14 days ago