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 …

Recent trends in AI-based intelligent sensing

A Sharma, V Sharma, M Jaiswal, HC Wang… - Electronics, 2022 - mdpi.com
In recent years, intelligent sensing has gained significant attention because of its
autonomous decision-making ability to solve complex problems. Today, smart sensors …

Q-learning-based data-aggregation-aware energy-efficient routing protocol for wireless sensor networks

WK Yun, SJ Yoo - IEEE Access, 2021 - ieeexplore.ieee.org
The energy consumption of the routing protocol can affect the lifetime of a wireless sensor
network (WSN) because tiny sensor nodes are usually difficult to recharge after they are …

Energy-efficient intelligent routing scheme for IoT-enabled WSNs

G Kaur, P Chanak… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Recently, the Internet of Things (IoT) has attracted much interest in its wide applications,
such as smart healthcare, home automation, transportation, and smart city. In these IoT …

Real time health care big data analytics model for improved QoS in cardiac disease prediction with IoT devices

M Safa, A Pandian, HL Gururaj, V Ravi… - Health and Technology, 2023 - Springer
Purpose the problem of big data analytics and health care support systems are analyzed.
There exist several techniques in supporting such analytics and robust support systems; still …

Improving the software-defined wireless sensor networks routing performance using reinforcement learning

MU Younus, MK Khan, AR Bhatti - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Software-defined networking (SDN) is an emerging architecture used in many applications
because of its flexible architecture. It is expected to become an essential enabler for the …

Particle swarm optimization and artificial bee colony algorithm for clustering and mobile based software-defined wireless sensor networks

L Sixu, W Muqing, Z Min - Wireless Networks, 2022 - Springer
With the development of the internet of things, people pay more and more attention to
wireless sensor networks. Designing the energy efficient routing is an essential objective for …

Sustainability model for the internet of health things (IoHT) using reinforcement learning with Mobile edge secured services

A Rehman, T Saba, K Haseeb, T Alam, J Lloret - Sustainability, 2022 - mdpi.com
In wireless multimedia networks, the Internet of Things (IoT) and visual sensors are used to
interpret and exchange vast data in the form of images. The digital images are subsequently …

RLBEEP: Reinforcement-learning-based energy efficient control and routing protocol for wireless sensor networks

AFE Abadi, SA Asghari, MB Marvasti, G Abaei… - IEEE …, 2022 - ieeexplore.ieee.org
One of the most important topics in the field of wireless sensor networks is the development
of approaches to improve network lifetime. In this paper, an energy-efficient control and …

A machine-learning-based approach for autonomous IoT security

T Saba, K Haseeb, AA Shah, A Rehman… - IT …, 2021 - ieeexplore.ieee.org
Machine learning techniques are proven valuable for the Internet of things (IoT) due to
intelligent and cost-effective computing processes. In recent decades, wireless sensor …