Feature analysis of smart shoe sensors for classification of gait patterns

U Sunarya, Y Sun Hariyani, T Cho, J Roh, J Hyeong… - Sensors, 2020 - mdpi.com
Gait analysis is commonly used to detect foot disorders and abnormalities such as
supination, pronation, unstable left foot and unstable right foot. Early detection of these …

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 …

Gait pattern classification with integrated shoes

M Chen, J Yan, Y Xu - 2009 IEEE/RSJ International …, 2009 - ieeexplore.ieee.org
In this paper, we aim to study and classify gait patterns among flat walking, descending
stairs, and ascending stairs using inertial measurement unit (IMU) including triaxial …

Recent advances in quantitative gait analysis using wearable sensors: a review

Y Hutabarat, D Owaki, M Hayashibe - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The current gold standard for gait analysis involves performing the gait experiments in a
laboratory environment with a constrained space. However, there is growing interest in …

Using smart garments to differentiate among normal and simulated abnormal gaits

MIM Esfahani, MA Nussbaum - Journal of biomechanics, 2019 - Elsevier
Detecting and assessing an individual's gait can be important for medical diagnostic
purposes and for developing and guiding follow-on rehabilitation protocols. Thus, an …

[PDF][PDF] Accelerometer-based gait analysis, a survey

MO Derawi - Nor Informasjonssikkerhetskonferanse NISK, 2010 - academia.edu
From a technological perspective, biometric gait recognition can be categorized into three
approaches: Machine Vision based, Floor Sensor based and Wearable Sensor based. This …

Preliminary investigation of textile-based strain sensors for the detection of human gait phases using machine learning

A Rezaei, A Ejupi, M Gholami… - 2018 7th IEEE …, 2018 - ieeexplore.ieee.org
Human gait analysis is a common but also challenging method to diagnose and
characterize gait disorders. In recent years, wearable technologies have been investigated …

Classification of gait pattern with wearable sensing data

S Mekruksavanich… - 2019 Joint International …, 2019 - ieeexplore.ieee.org
Either instinctively or due to specific actions, human gaits involve the many ways in which
people can move. The categorization of gait pattern has been researched in recent years to …

Identification of gait motion patterns using wearable inertial sensor network

KS Moon, SQ Lee, Y Ozturk, A Gaidhani, JA Cox - Sensors, 2019 - mdpi.com
Gait signifies the walking pattern of an individual. It may be normal or abnormal, depending
on the health condition of the individual. This paper considers the development of a gait …

The classification of minor gait alterations using wearable sensors and deep learning

A Turner, S Hayes - IEEE Transactions on Biomedical …, 2019 - ieeexplore.ieee.org
Objective: This paper describes how non-invasive wearable sensors can be used in
combination with deep learning to classify artificially induced gait alterations without the …