Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review

A Saboor, T Kask, A Kuusik, MM Alam… - Ieee …, 2020 - ieeexplore.ieee.org
Gait is the locomotion attained through the movement of limbs and gait analysis examines
the patterns (normal/abnormal) depending on the gait cycle. It contributes to the …

Beyond hard workout: A multimodal framework for personalised running training with immersive technologies

FP Cardenas Hernandez, J Schneider… - British Journal of …, 2024 - Wiley Online Library
Training to run is not straightforward since without proper personalised supervision and
planning, people will not improve their performance and will increase the risk of injuries …

XGBoost based machine learning approach to predict the risk of fall in older adults using gait outcomes

B Noh, C Youm, E Goh, M Lee, H Park, H Jeon… - Scientific reports, 2021 - nature.com
This study aimed to identify the optimal features of gait parameters to predict the fall risk
level in older adults. The study included 746 older adults (age: 63–89 years). Gait tests (20 …

Harvesting inertial energy and powering wearable devices: a review

H Zhang, Q Shen, P Zheng, H Wang, R Zou… - Small …, 2024 - Wiley Online Library
Amidst the swift progression of microelectronics and Internet of Things technology, wearable
devices are gradually gaining ground in the domains of human health monitoring. Recently …

[HTML][HTML] Monitoring of gait parameters in post-stroke individuals: A feasibility study using rgb-d sensors

C Ferraris, V Cimolin, L Vismara, V Votta, G Amprimo… - Sensors, 2021 - mdpi.com
Stroke is one of the most significant causes of permanent functional impairment and severe
motor disability. Hemiplegia or hemiparesis are common consequences of the acute event …

[HTML][HTML] Computation of gait parameters in post stroke and Parkinson's disease: a comparative study using RGB-D sensors and optoelectronic systems

V Cimolin, L Vismara, C Ferraris, G Amprimo, G Pettiti… - Sensors, 2022 - mdpi.com
The accurate and reliable assessment of gait parameters is assuming an important role,
especially in the perspective of designing new therapeutic and rehabilitation strategies for …

Three-dimensional variable center of mass height biped walking using a new model and nonlinear model predictive control

Z **e, Y Wang, X Luo, P Arpenti, F Ruggiero… - … and Machine Theory, 2024 - Elsevier
This paper presents a trajectory generation algorithm for a three-dimensional (3D) biped
robot that can adjust the center of mass (CoM) according to the environment. We adopt a …

Age-related differences in lower limb muscle activation patterns and balance control strategies while walking over a compliant surface

W Jeon, A Ramadan, J Whitall, N Alissa, K Westlake - Scientific reports, 2023 - nature.com
Substantial evidence demonstrates that falls in older adults are leading causes of fatal and
non-fatal injuries and lead to negative impacts on the quality of life in the aging population …

[BUKU][B] Delay and uncertainty in human balancing tasks

T Insperger, J Milton - 2021 - Springer
The question of how the inverted position of a pendulum can be stabilized is of fundamental
importance for understanding human balancing tasks. Applications range from postural …

Determinants of age-related decline in walking speed in older women

VF Martins, L Tesio, A Simone, AK Gonçalves… - PeerJ, 2023 - peerj.com
Background Walking speed is reduced with aging. However, it is not certain whether the
reduced walking speed is associated with physical and coordination fitness. This study …