[HTML][HTML] A systematic review of non-contact sensing for developing a platform to contain COVID-19

MB Khan, Z Zhang, L Li, W Zhao, MAMA Hababi… - Micromachines, 2020 - mdpi.com
… body between two APs uses Wi-Fi signal waveforms to extract CSI. Machine learning (ML)
uses … It integrates independent coherent transceivers that allow implementation of n × n MIMO …

Intelligence in the Internet of Medical Things era: A systematic review of current and future trends

F Al-Turjman, MH Nawaz, UD Ulusar - Computer Communications, 2020 - Elsevier
… With Machine Learning and Deep Learning techniques, computers … Wi-FiWi-Fi is the
most popular networking protocol that … system integrated two wireless technologies, Wi-Fi and …

A survey of machine learning for indoor positioning

A Nessa, B Adhikari, F Hussain, XN Fernando - IEEE access, 2020 - ieeexplore.ieee.org
… a comprehensive survey of ML enabled localization techniquesWi-Fi: Wi-Fi is most widely
used for IPS because of the … Indoor positioning systems are an integral component of location…

[HTML][HTML] A comprehensive and systematic literature review on the big data management techniques in the internet of things

A Naghib, N Jafari Navimipour, M Hosseinzadeh… - Wireless …, 2023 - Springer
… This paper aims to study the important mechanisms in this area systematically. This paper
studies articles published between 2016 and August 2022. Initially, 751 articles were identified…

A systematic review on technologies and applications in smart campus: A human-centered case study

Y Zhang, C Yip, E Lu, ZY Dong - IEEE Access, 2022 - ieeexplore.ieee.org
… Various feature engineering and machine learning algorithms … as 1) learning objects, which
focuses on integrating robotic-… topic modeling for smart campus: A deep topical correlation …

A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
integration of machine learning (ML) algorithms into H-IoT is imperative. This paper aims to
serve both as a compilation as well as a review of … Linear regression is a modeling technique

Deep learning methods for fingerprint-based indoor positioning: A review

F Alhomayani, MH Mahoor - Journal of Location Based Services, 2020 - Taylor & Francis
… Location fingerprinting, which utilizes machine learning, has emerged as a viable method
that are integrated into smartphones and exploits existing infrastructure, such as Wi-Fi APs, to …

A systematic literature review on multimodal machine learning: Applications, challenges, gaps and future directions

A Barua, MU Ahmed, S Begum - IEEE Access, 2023 - ieeexplore.ieee.org
survey on activity recognition leveraging fusion techniques. [36] and [37] presented a survey
on biometric systems where fusion techniques … A deep learning model integrating fcnns and …

A systematic review of IoT in healthcare: Applications, techniques, and trends

MH Kashani, M Madanipour, M Nikravan… - Journal of Network and …, 2021 - Elsevier
… In most articles, the terms IoMT and HIoT have been applied as alternatives for the integration
of … mechanisms such as machine learning methods by means of data analysis tools. This …

[HTML][HTML] A survey on machine learning-based performance improvement of wireless networks: PHY, MAC and network layer

M Kulin, T Kazaz, E De Poorter, I Moerman - Electronics, 2021 - mdpi.com
… collected by sensors integrated in a smartphone, which is at … in recent years in ML and an
exhaustive literature survey is … used a CNN model to perform recognition of LTE and Wi-Fi