During the past decade, smart insole-like devices become more and more popular in daily
applications, such as gait studies, activity recognition, health monitoring and evaluation …

Freezing of gait (FoG) is a profoundly disruptive gait disturbance in Parkinson's disease,
causing unintended stops while walking. Therapies for FoG reveal modest and transient …

Background The occurrence of freezing of gait (FOG) is often observed in moderate to last-
stage Parkinson's disease (PD), leading to a high risk of falls. The emergence of the …

The lower extremity exoskeleton, which can sense the neural motion state of the human
body and then provide motion assistance, is gradually replacing the traditional wheelchairs …

Extracting stride length and velocity from wearable sensors is traditionally based on the
double integration of accelerometer data with zero velocity update (ZUPT) technique …

This paper presents a real-time wearable system designed to assist Parkinson's disease
patients experiencing freezing of gait episodes. The system utilizes advanced machine …

Freezing of gait significantly reduces the quality of life for Parkinson's disease patients by
increasing the risk of injurious falls and reducing mobility. Real-time intervention …

Human gait parameters reveal a lot about physical and psychological well-being. In
addition, gait impairments significantly affect daily life activities and hamper the locomotive …

Deep learning-based cyclic human motion prediction is widely used in motor learning and
rehabilitation. These prediction algorithms are typically used for offline measurements …