Papers
3
Total Citations
19
H-Index
3
About
Daisuke Maeda is a leading researcher in the fields of human motor control, biomechatronics, and human-machine interfaces. His work focuses on understanding how the human body solves the "ill-posed problem" of redundant degrees-of-freedom during movement, and applying these principles to develop more intuitive robotic systems. Maeda’s major contribution is the introduction of the novel concepts of "agonist-antagonist muscle-pair ratio (A-A ratio)" and "agonist-antagonist muscle-pair activity (A-A activity)." These concepts provide a linear framework for controlling antagonistic-driven systems, drawing a clear analogy between human muscle coordination and robotic actuation. His most cited work (9 citations) presents an EMG-based human-machine interface for an elbow-joint system using pneumatic artificial muscles (PAMs), replicating human-like control. Another key study (7 citations) implements muscle coordination patterns from human pedaling into a musculoskeletal leg robot, demonstrating how biological strategies can solve robotic control challenges. Maeda’s research has direct applications in rehabilitation robotics, prosthetics, and humanoid robots, offering a principled approach to creating more natural and effective human-machine interactions.
Research Focus
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