Thirty years of machine learning: The road to Pareto-optimal wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Future wireless networks have a substantial potential in terms of supporting a broad range of
complex compelling applications both in military and civilian fields, where the users are able …

Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy …

J Amutha, S Sharma, SK Sharma - Computer Science Review, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have attracted various academic researchers,
engineers, science, and technology communities. This attraction is due to their broad …

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
Wireless sensor network (WSN) is one of the most promising technologies for some real-
time applications because of its size, cost-effective and easily deployable nature. Due to …

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

Recursive principal component analysis-based data outlier detection and sensor data aggregation in IoT systems

T Yu, X Wang, A Shami - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Internet of Things (IoT) is emerging as the underlying technology of our connected society,
which enables many advanced applications. In IoT-enabled applications, information of …

Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

OS Egwuche, A Singh, AE Ezugwu, J Greeff… - Annals of Operations …, 2023 - Springer
In the context of wireless sensor networks (WSNs), the utilization of artificial intelligence (AI)-
based solutions and systems is on the ascent. These technologies offer significant potential …

Traffic-aware sensor grou** for IEEE 802.11 ah networks: Regression based analysis and design

TC Chang, CH Lin, KCJ Lin… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Traditional IEEE 802.11 network is designed for the use of small scale local wireless
networks. However, the emergence of the Internet of Things (IoT) has changed the scene of …

[HTML][HTML] Integration of artificial intelligence (AI) with sensor networks: Trends, challenges, and future directions

A Benfradj, A Thaljaoui, T Moulahi, RU Khan… - Journal of King Saud …, 2024 - Elsevier
Wireless sensor networks (WSNs) have become widely ubiquitous deployed in many
application domains over the past few decades. Classical approaches configure WSNs …

Power control and trajectory planning based interference management for UAV-assisted wireless sensor networks

S Zhang, S Shi, S Gu, X Gu - IEEE Access, 2019 - ieeexplore.ieee.org
Wireless sensor networks are generally used to assist in collecting and transmitting data
where humans cannot directly explore. But in a scenario with complex terrestrial …