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Published on: November 6, 2015
An Informational Algorithm as the Basis for Perception-Action Control of the Instantaneous Axes of the Knee.
Wangdo Kim1, Margarida M Espanha1, António P Veloso1
1Univ Tecn Lisboa, Fac Motricidade Humana, CIPER, LBMF, SPERTLAB, Estrada da Costa, P-1499-002 Lisbon, Portugal.
Locomotion control is information-based, residing within the human-environment system, not solely in movement commands. Sensory feedback, specifically muscle activation, can accurately predict knee joint forces during rotational twists.
Area of Science:
- Biomechanics
- Human-Environment Interaction
- Control Theory
Background:
- Traditional locomotion research prioritizes movement trajectories over sensory feedback.
- Existing models often overlook the dynamic interplay between the individual and their environment.
- A gap exists in understanding how sensory information directly influences motor control.
Purpose of the Study:
- To propose and test an information-based theory of locomotion control.
- To investigate the role of sensory perception in controlling human movement.
- To mathematically characterize the energy requirements for knee joint rotational twists.
Main Methods:
- Developed a mathematical framework to analyze the energy expenditure of knee joint rotational twists.
- Investigated the concept of 'co-perception' of muscle activation as a substitute for ground reaction force.
- Compared model predictions with established joint force data.
Main Results:
- Demonstrated that muscle activation perception can effectively substitute for ground reaction force perception.
- The proposed information-based control model accurately predicted known knee joint forces.
- The model shows promise for predicting knee behavior during rotational movements.
Conclusions:
- Locomotion is controlled, not commanded, through information derived from self-perception within the environment.
- Control is a distributed function within the human-environment system.
- This framework offers a novel approach to understanding and predicting joint dynamics in locomotion.
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