WSN strategies based on sensors, deployment, sensing models, coverage and energy efficiency: Review, approaches and open issues

J Amutha, S Sharma, J Nagar - Wireless Personal Communications, 2020 - Springer
Wireless sensor networks (WSNs) are growing rapidly in various fields of commerce,
medicine, industrial, agriculture, research, meteorology, etc. that eases complicated tasks …

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 …

Deployment techniques in wireless sensor networks: a survey, classification, challenges, and future research issues

R Priyadarshi, B Gupta, A Anurag - The Journal of Supercomputing, 2020 - Springer
Wireless sensor networks (WSNs) have been considered as one of the fine research areas
in recent years because of vital role in numerous applications. To process the extracted data …

A novel self-adaptive multi-strategy artificial bee colony algorithm for coverage optimization in wireless sensor networks

J Wang, Y Liu, S Rao, X Zhou, J Hu - Ad Hoc Networks, 2023 - Elsevier
Wireless sensor node coverage optimization is a critical issue in wireless sensor networks
(WSN), which is a commonly typical NP-hard problem. To enhance the coverage of wireless …

Wireless sensor networks deployment: a result oriented analysis

R Priyadarshi, B Gupta, A Anurag - Wireless Personal Communications, 2020 - Springer
Wireless sensor networks (WSNs) have been the recent development in network computing
and connectivity. The primary function of WSN is data extraction and transmit the collected …

[LIVRE][B] Wireless Sensor Networks

IMM El Emary, S Ramakrishnan - 2013 - api.taylorfrancis.com
A wireless sensor network (WSN) is a simple low-cost approach that can be used in a
distributed environment. A WSN is a group of distributed devices that could be employed to …

Kuhn–Munkres parallel genetic algorithm for the set cover problem and its application to large-scale wireless sensor networks

XY Zhang, J Zhang, YJ Gong, ZH Zhan… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Operating mode scheduling is crucial for the lifetime of wireless sensor networks (WSNs).
However, the growing scale of networks has made such a scheduling problem more …

MOONGA: multi-objective optimization of wireless network approach based on genetic algorithm

SE Bouzid, Y Seresstou, K Raoof, MN Omri… - IEEE …, 2020 - ieeexplore.ieee.org
In high-density wireless sensor networks, the quality of service in terms of sensing coverage,
connectivity, lifetime, energy consumption and cost is closely linked to the position of the …

A survey of artificial intelligence based wsns deployment techniques and related objectives modeling

K Zaimen, L Moalic, A Abouaissa, L Idoumghar - IEEE Access, 2022 - ieeexplore.ieee.org
Recent advances in hardware and communication technologies have accelerated the
deployment of billions of wireless sensors. This transformation has created a wide range of …

A coverage maintenance algorithm for mobile WSNs with adjustable sensing range

B Khalifa, AM Khedr, Z Al Aghbari - IEEE sensors journal, 2019 - ieeexplore.ieee.org
The work of wireless sensor networks (WSNs) depends on reliable coverage of the area to
be monitored. The problem of coverage holes arises when one or more nodes fail due to …