[HTML][HTML] The use of telehealth technology to support health coaching for older adults: literature review

C Markert, F Sasangohar, BJ Mortazavi… - JMIR Human …, 2021 - humanfactors.jmir.org
Background: Health coaching is an intervention process for driving behavior change through
goal-setting, education, encouragement, and feedback on health-related behaviors …

Biosensors toward behavior detection in diagnosis of alzheimer's disease

X Sun, X Sun, Q Wang, X Wang, L Feng… - … in Bioengineering and …, 2022 - frontiersin.org
In recent years, a huge number of individuals all over the world, elderly people, in particular,
have been suffering from Alzheimer's disease (AD), which has had a significant negative …

Artificial intelligence internet of things for the elderly: From assisted living to health-care monitoring

K Qian, Z Zhang, Y Yamamoto… - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
An aging population is increasingly prevalent in both developed and developing countries,
raising a series of social challenges and economic burdens. In particular, more elderly …

Radar signal processing for sensing in assisted living: The challenges associated with real-time implementation of emerging algorithms

J Le Kernec, F Fioranelli, C Ding… - IEEE Signal …, 2019 - ieeexplore.ieee.org
This article covers radar signal processing for sensing in the context of assisted living (AL).
This is presented through three example applications: human activity recognition (HAR) for …

Fusion of video and inertial sensing for deep learning–based human action recognition

H Wei, R Jafari, N Kehtarnavaz - Sensors, 2019 - mdpi.com
This paper presents the simultaneous utilization of video images and inertial signals that are
captured at the same time via a video camera and a wearable inertial sensor within a fusion …

User-centric privacy controls for smart homes

C Chhetri, V Genaro Motti - Proceedings of the ACM on Human …, 2022 - dl.acm.org
The widespread adoption of smart home devices (SHD) has increased privacy concerns
among users, yet user-friendly controls are lacking. While there is a large body of research …

High-precision cluster federated learning for smart home: An edge-cloud collaboration approach

C Li, H Yang, Z Sun, Q Yao, J Zhang, A Yu… - IEEE …, 2023 - ieeexplore.ieee.org
Owing to the strong protection of data privacy, federated learning (FL) has become a key
method to achieve intelligent decision making in smart homes. However, under realistic …

C-MHAD: Continuous multimodal human action dataset of simultaneous video and inertial sensing

H Wei, P Chopada, N Kehtarnavaz - Sensors, 2020 - mdpi.com
Existing public domain multi-modal datasets for human action recognition only include
actions of interest that have already been segmented from action streams. These datasets …

Smart home technology: Challenges and opportunities for collaborative governance and policy research

DJ Mallinson, S Shafi - Review of Policy Research, 2022 - Wiley Online Library
Developing and developed nations face demographic challenges in the coming decades.
Aging populations are expected to strain health resources and social safety nets. Smart …

Simultaneous utilization of inertial and video sensing for action detection and recognition in continuous action streams

H Wei, N Kehtarnavaz - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
This paper describes the simultaneous utilization of inertial and video sensing for the
purpose of achieving human action detection and recognition in continuous action streams …