Deep learning for monitoring of human gait: A review
AS Alharthi, SU Yunas, KB Ozanyan - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
The essential human gait parameters are briefly reviewed, followed by a detailed review of
the state of the art in deep learning for the human gait analysis. The modalities for capturing …
the state of the art in deep learning for the human gait analysis. The modalities for capturing …
Device-free localization: A review of non-RF techniques for unobtrusive indoor positioning
F Alam, N Faulkner, B Parr - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Accurate, reliable indoor localization or positioning is the key enabler for location-based
services. Indoor localization can be broadly classified into two distinct categories. Active …
services. Indoor localization can be broadly classified into two distinct categories. Active …
Human activity recognition with inertial sensors using a deep learning approach
Our focus in this research is on the use of deep learning approaches for human activity
recognition (HAR) scenario, in which inputs are multichannel time series signals acquired …
recognition (HAR) scenario, in which inputs are multichannel time series signals acquired …
Deep neural networks for learning spatio-temporal features from tomography sensors
O Costilla-Reyes, P Scully… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We demonstrate accurate spatio-temporal gait data classification from raw tomography
sensor data without the need to reconstruct images. This is based on a simple yet efficient …
sensor data without the need to reconstruct images. This is based on a simple yet efficient …
Optical fiber sensors for posture monitoring, ulcer detection and control in a wheelchair: a state-of-the-art
AX González-Cely, CAR Diaz… - Disability and …, 2024 - Taylor & Francis
Background In the last ten years, the design and implementation of Optical Fiber Sensors
(OFS) in biomedical applications have been discussed, with a focus on different subareas …
(OFS) in biomedical applications have been discussed, with a focus on different subareas …
Smart carpet using differential piezoresistive pressure sensors for elderly fall detection
Falls are events that affect almost every aging human being above the age of 65. These
incidents can have major consequences on the physiological, psychological and socio …
incidents can have major consequences on the physiological, psychological and socio …
A low-cost, portable, and wireless in-shoe system based on a flexible porous graphene pressure sensor
Monitoring gait patterns in daily life will provide a lot of biological information related to
human health. At present, common gait pressure analysis systems, such as pressure …
human health. At present, common gait pressure analysis systems, such as pressure …
Walking speed measurement technology: a review
Abstract Purpose of Review This article presents an overview of the main technologies used
to estimate gait parameters, focusing on walking speed (WS). Recent Findings New …
to estimate gait parameters, focusing on walking speed (WS). Recent Findings New …
Temporal pattern recognition in gait activities recorded with a footprint imaging sensor system
O Costilla-Reyes, P Scully… - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
In this paper, we assess the capability of a unique unobtrusive footprint imaging sensor
system, based on plastic optical fiber technology, to allow efficient gait analysis from time …
system, based on plastic optical fiber technology, to allow efficient gait analysis from time …
Exploring the landscape of ubiquitous in-home health monitoring: a comprehensive survey
F Pourpanah, A Etemad - ACM Transactions on Computing for …, 2024 - dl.acm.org
Ubiquitous in-home health monitoring systems have become popular in recent years due to
the rise of digital health technologies and the growing demand for remote health monitoring …
the rise of digital health technologies and the growing demand for remote health monitoring …