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Hammering Does Not Fit Fitts' Law.
Tadej Petrič1,2, Cole S Simpson1,3,4, Aleš Ude2
1Biorobotics Laboratory, École Polytechnique Fédérale de LausanneLausanne, Switzerland.
Frontiers in Computational Neuroscience
|June 15, 2017
Summary
Human motor control is robust to minor changes in tool dynamics during tasks like hammering. A new logarithmic model better explains movement, suggesting Fitts’ Law may not apply to periodic impact tasks.
Area of Science:
- Biomechanics
- Neuroscience
- Robotics
Background:
- Human movement is complex and difficult to replicate in machines or fully restore in impaired individuals.
- Current models of motor control often use simplified tasks that don't capture real-world complexities like impacts.
Purpose of the Study:
- To investigate human motor control during a periodic impact task (hammering).
- To compare existing motor control models with experimental data and propose a new model.
- To assess the robustness of human motor control to variations in tool dynamics.
Main Methods:
- Recorded impact forces and kinematics from 10 subjects hammering nails.
- Varied hammering frequencies and hammer properties (mass, face area).
- Developed a feedforward optimal simulation with a neuromechanically inspired cost function.
Main Results:
- Humans demonstrated robustness to minor changes in hammer dynamics.
- The optimal simulation model successfully reproduced experimental data.
- A new logarithmic model of movement distance versus time showed superior fit (R² ≥ 0.99) compared to Fitts' Law (R² ≥ 0.88).
Conclusions:
- Human motor control appears to operate on optimal principles.
- Fitts' Law may not be universally applicable to periodic impact tasks.
- The proposed logarithmic model offers a better explanation for movement control in such tasks.
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