A survey of human activity recognition in smart homes based on IoT sensors algorithms: Taxonomies, challenges, and opportunities with deep learning

D Bouchabou, SM Nguyen, C Lohr, B LeDuc… - Sensors, 2021 - mdpi.com
Recent advances in Internet of Things (IoT) technologies and the reduction in the cost of
sensors have encouraged the development of smart environments, such as smart homes …

A review of state-of-the-art techniques for abnormal human activity recognition

C Dhiman, DK Vishwakarma - Engineering Applications of Artificial …, 2019 - Elsevier
The concept of intelligent visual identification of abnormal human activity has raised the
standards of surveillance systems, situation cognizance, homeland safety and smart …

IoT in smart cities: A survey of technologies, practices and challenges

AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby - Smart Cities, 2021 - mdpi.com
Internet of Things (IoT) is a system that integrates different devices and technologies,
removing the necessity of human intervention. This enables the capacity of having smart (or …

Joint learning of temporal models to handle imbalanced data for human activity recognition

RA Hamad, L Yang, WL Woo, B Wei - Applied Sciences, 2020 - mdpi.com
Human activity recognition has become essential to a wide range of applications, such as
smart home monitoring, health-care, surveillance. However, it is challenging to deliver a …

DeePLS: Personalize Lighting in Smart Home by Human Detection, Recognition, and Tracking

A Sobhani, F Khorshidi, M Fakhredanesh - SN Computer Science, 2023 - Springer
In recent years, the intelligence of different parts of the home has become one of the
essential features of any modern home. One of these parts is the intelligence lighting system …

An unsupervised behavioral modeling and alerting system based on passive sensing for elderly care

R Hu, B Michel, D Russo, N Mora, G Matrella… - Future Internet, 2020 - mdpi.com
Artificial Intelligence in combination with the Internet of Medical Things enables remote
healthcare services through networks of environmental and/or personal sensors. We present …

Differential channel-state-information-based human activity recognition in IoT networks

P Khan, BSK Reddy, A Pandey… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
In this article, we recognize multiple human activities in an Internet-of-Things (IoT) network
using differential channel state information (CSI) of the available wireless fidelity (Wi-Fi) …

Efficacy of imbalanced data handling methods on deep learning for smart homes environments

RA Hamad, M Kimura, J Lundström - SN Computer Science, 2020 - Springer
Human activity recognition as an engineering tool as well as an active research field has
become fundamental to many applications in various fields such as health care, smart home …

[HTML][HTML] Connecting the indispensable roles of iot and artificial intelligence in smart cities: a survey

H Nguyen, D Nawara, R Kashef - Journal of Information and Intelligence, 2024 - Elsevier
The pace of society development is faster than ever before, and the smart city paradigm has
also emerged, which aims to enable citizens to live in more sustainable cities that guarantee …

Smart object detection and home appliances control system in smart cities

S Khan, S Nazir, HU Khan - 2021 - qspace.qu.edu.qa
During the last decade the emergence of Internet of Things (IoT) based applications inspired
the world by providing state of the art solutions to many common problems. From traffic …