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Updated: Jan 9, 2026

Author Spotlight: Bridging the Gap Between In Vivo and Ex Vivo Studies with the "Avatar" Technique to Advance Muscle Mechanics Research
Published on: August 18, 2023
A Novel Approach to Muscle Control for in vitro Gait Simulators
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In vitro gait simulators recreate in vivo kinematics and kinetics in foot and ankle specimens. The choice of underlying control system inherently influences the realism of resultant simulations. A physiologically accurate phantom model was developed, consisting of six segments and nine tendons. Two control systems were tested: a three-stage cascade controller and a force controller, which took the muscle forces calculated in a cascade learning trial as inputs. The controllers were tested on two target motions, a range of motion trial where the tibiotalar, subtalar and metatarsophalangeal joint of the hallux were controlled to perform a sinusoidal motion and a physiological motion of the stance phase of gait.The cascade controller was more accurate and repeatable than the force controller, with average and maximum errors for the cascade controller of 0.27° ± 0.01° and 1.12° ± 0.04°, compared to 0.66° ± 0.11° and 2.57° ± 0.95° for the force controller. However, the force controller was approximately two thirds faster, with a feedback loop iteration time of 19.0 ms ± 4.1 ms, compared to 57.4 ms ± 12.6 ms. Both simulators showed a higher linear correlation than previous simulators, with all trials achieving r > 0.99. Therefore, both control systems showed high accuracy and repeatability, but varied in speed and should be chosen on a case-by-case basis, depending on the targets of the study.Clinical Relevance- Creating an in vitro gait simulator which accurately and repeatably recreates in vivo motions is important in building a tool that will help quantify kinetic and kinematic effects of pathological and injurious conditions. In addition, by replicating the muscle forces using a physiological optimization, the control systems will enable the design and validation of improved surgical and orthotic interventions.
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