Effects of Mechanical Perturbation Magnitude on Human Gait Entrainment.
Save O, Das S, et al. • IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society • 2026
Periodic mechanical perturbations at relatively low magnitudes (3.4% and 7.8% of peak ankle and hip torque, respectively) achieved high gait entrainment success rates, with both studies exhibiting plateauing trends indicating critical magnitude thresholds beyond which further increases did not improve entrainment characteristics.
Key Findings
Results
A perturbation magnitude corresponding to 3.4% of peak ankle torque achieved a consistently high entrainment success rate of 75.6% in the ankle study.
Fifteen healthy participants performed walking tasks with a soft robotic device perturbing the ankle joint at predetermined magnitudes.
Perturbation magnitudes were controlled by adjusting actuator pressure.
The entrainment success rate of 75.6% was described as 'consistently high' at this threshold magnitude.
Increases in perturbation magnitude beyond this critical threshold did not lead to further improvements in success rate.
Results
A perturbation magnitude equivalent to 7.8% of peak hip torque yielded a high entrainment success rate of 80.0% in the hip study.
Fifteen healthy participants performed walking tasks with a separate soft robotic device perturbing the hip joint.
Perturbation magnitudes were controlled by adjusting actuator pressure.
The 80.0% success rate was achieved at 7.8% of peak hip torque.
As with the ankle study, increases beyond this critical magnitude threshold did not lead to further improvements.
Results
Both the ankle and hip studies exhibited plateauing trends in entrainment success rate, phase variability, and onset latency as perturbation magnitude increased.
The plateauing trend was observed across all three entrainment characteristics measured: success rate, phase variability, and onset latency.
The plateau indicates the existence of critical magnitude thresholds for each joint.
This pattern was consistent across both the ankle and hip perturbation studies.
The results suggest that beyond critical thresholds, additional increases in mechanical perturbation magnitude provide no additional entrainment benefit.
Methods
Two distinct soft robotic devices were used to independently perturb the ankle and hip joints during walking tasks in separate studies.
The study used separate devices for ankle and hip perturbation, each with perturbation magnitude controlled via actuator pressure.
Fifteen healthy participants were enrolled in each of the two separate studies (ankle study and hip study).
The devices delivered periodic mechanical perturbations at predetermined magnitudes during walking.
Entrainment characteristics measured included success rate, phase variability, and onset latency.
Discussion
The plateauing effects of perturbation magnitude on gait entrainment were attributed to recruitment of somatosensory feedback networks and mechanisms for optimizing mechanical assistance.
The authors noted these two mechanisms 'are not necessarily mutually exclusive.'
Somatosensory feedback network recruitment was proposed as one explanation for why entrainment characteristics plateau beyond critical magnitude thresholds.
Mechanisms for optimizing mechanical assistance were identified as a second potential contributing factor.
The authors framed these findings as providing 'a foundation for developing personalized rehabilitation protocols aimed at enhancing neuromotor learning through consistent gait entrainment.'
Conclusions
Identifying critical magnitude thresholds for gait entrainment provides a foundation for developing personalized rehabilitation protocols.
The study was motivated by the fact that gait entrainment is a relatively new robot-aided rehabilitation approach with underexplored underlying mechanisms.
The authors suggest that understanding how perturbation parameters influence entrainment characteristics could improve gait rehabilitation protocol designs.
The identified thresholds (3.4% of peak ankle torque and 7.8% of peak hip torque) are proposed as reference points for protocol personalization.
The goal of such protocols would be enhancing neuromotor learning through consistent gait entrainment.
Save O, Das S, Carlson E, Kruse A, Ahn J, Lee H. (2026). Effects of Mechanical Perturbation Magnitude on Human Gait Entrainment.. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. https://doi.org/10.1109/TNSRE.2026.3670885