[PDF][PDF] Smart home automation using IoT and deep learning

RD Manu, S Kumar, S Snehashish… - … Research Journal of …, 2019 - academia.edu
Human Activity Recognition and Home Automation have been important topics of interest to
many researchers in recent years. Due to its numerous benefits, home automation is …

Human Activity Recognition in Smart Home using Deep Learning Models

A Diallo, C Diallo - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Applying deep learning to IoT data classification would yield deeper and more useful
insights. IoT field is very wide and has several applications. In this paper we focus on smart …

[HTML][HTML] 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 …

Recognizing human activity in smart home using deep learning algorithm

H Fang, C Hu - Proceedings of the 33rd Chinese control …, 2014 - ieeexplore.ieee.org
There is a topic of interest for many researchers about human activities recognition in recent
years. In this paper, we propose the research to recognize human activities by deep learning …

Human activity recognition in smart home using deep learning techniques

R Kolkar, V Geetha - 2021 13th International conference on …, 2021 - ieeexplore.ieee.org
To understand the human activities and anticipate his intentions Human Activity Recognition
(HAR) research is rapidly developing in tandem with the widespread availability of sensors …

Human Activity Behavioural Pattern Recognition in Smart Home with Long-Hour Data Collection

R Kolkar, V Geetha - SN Computer Science, 2023 - Springer
The research on human activity recognition has provided novel solutions to many
applications like health care, sports, and user profiling. Considering the complex nature of …

Enhanced intelligent smart home control and security system based on deep learning model

O Taiwo, AE Ezugwu, ON Oyelade… - … and mobile computing, 2022 - Wiley Online Library
Security of lives and properties is highly important for enhanced quality living. Smart home
automation and its application have received much progress towards convenience, comfort …

Internet of things (IoT) based activity recognition strategies in smart homes: a review

L Babangida, T Perumal, N Mustapha… - IEEE sensors …, 2022 - ieeexplore.ieee.org
A smart home, which is an extension of a traditional home, is equipped with ubiquitous
sensors embedded in consumer appliances, connected via sensing technologies such as …

Human activity recognition in smart home with deep learning approach

HD Mehr, H Polat - 2019 7th International Istanbul Smart Grids …, 2019 - ieeexplore.ieee.org
Vision-based human activity recognition in smart homes has become a significant issue in
terms of developing the next generation technologies which can improve healthcare and …

Human activity recognition using recurrent neural networks

D Singh, E Merdivan, I Psychoula, J Kropf… - … : First IFIP TC 5, WG 8.4 …, 2017 - Springer
Human activity recognition using smart home sensors is one of the bases of ubiquitous
computing in smart environments and a topic undergoing intense research in the field of …