Sensor-based fall risk assessment: a survey

G Zhao, L Chen, H Ning - Healthcare, 2021 - mdpi.com
Fall is a major problem leading to serious injuries in geriatric populations. Sensor-based fall
risk assessment is one of the emerging technologies to identify people with high fall risk by …

Wearable sensor-based gait analysis for age and gender estimation

MAR Ahad, TT Ngo, AD Antar, M Ahmed, T Hossain… - Sensors, 2020 - mdpi.com
Wearable sensor-based systems and devices have been expanded in different application
domains, especially in the healthcare arena. Automatic age and gender estimation has …

Challenges of stride segmentation and their implementation for impaired gait

VN Bobić, MD Djurić-Jovièić… - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
Stride segmentation represents important but challenging part of the gait analysis. Different
methods and sensor systems have been proposed for detection of markers for segmentation …

CyclePro: A robust framework for domain-agnostic gait cycle detection

Y Ma, ZE Ashari, M Pedram, N Amini… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
The utility of wearable sensors for continuous gait monitoring has grown substantially,
enabling novel applications on mobility assessment in healthcare. Existing approaches for …

A symmetry evaluation model for lower limb segments during upper limb loading

C Dong, Y Chen, Z Li, S Lv, Z Huan, G Gao… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Weight-bearing is a common behavior, whereas a load impact on human gait symmetry is
seldom considered. This study aims to propose and verify a gait symmetry detection model …

Is Lyapunov exponent a reliable metric to detect dynamic stability in Parkinson's disease?

A Torres-Pardo, JA Gómez-García… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Idiopathic Parkinson's disease (PD) is the second most common neurodegenerative
disorder worldwide. It affects the nervous system, causing motor and non-motor …

A multi-sensor matched filter approach to robust segmentation of assisted gait

S Gill, N Seth, E Scheme - Sensors, 2018 - mdpi.com
Individuals with mobility impairments related to age, injury, or disease, often require the help
of an assistive device (AD) such as a cane to ambulate, increase safety, and improve overall …

Simple and efficient step detection algorithm for foot-mounted IMU

LF Shi, X Yan, W Zhou, Y Shi - Measurement Science and …, 2024 - iopscience.iop.org
This paper presents a concise, efficient, and adaptive step detection algorithm based on foot-
mounted inertial measurement unit sensors. The proposed method maps the temporal …

Segmentation and recognition model for complex action sequences

H Geng, Z Huan, J Liang, Z Hou, S Lv… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
The researches on human behavior recognition have always on the trend, amongst which
the sensor-based recognition is one of the most important fields. While the performance of …

Online learning of gait models from older adult data

JLS Waugh, E Huang, JE Fraser… - … on Neural Systems …, 2019 - ieeexplore.ieee.org
This paper proposes a novel approach for online, individualized gait analysis, based on an
adaptive periodic model of any gait signal. The proposed method learns a model of the gait …