Validation of wearable visual feedback for retraining foot progression angle using inertial sensors and an augmented reality headset.
Angelos KaratsidisRosie E RichardsJason M KonrathJosien C van den NoortH Martin SchepersGiovanni BellusciJaap HarlaarPeter H VeltinkPublished in: Journal of neuroengineering and rehabilitation (2018)
The wearable system tracked FPA with an accuracy of 2.4 degrees RMS and ICC=0.94 across all target angles and subjects, when compared to an optical motion capture reference. In addition, the effectiveness of the biofeedback, reflected by the number of steps with FPA value ±2 degrees from the target, was found to be around 50% in both wearable and laboratory approaches. These findings demonstrate that retraining of the FPA using wearable inertial sensing and visual feedback is feasible with effectiveness matching closely an established laboratory method. The proposed wearable setup may reduce the complexity of gait retraining applications and facilitate their transfer to routine clinical practice.