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 …

Wireless sensor network optimization: Multi-objective paradigm

M Iqbal, M Naeem, A Anpalagan, A Ahmed, M Azam - Sensors, 2015 - mdpi.com
Optimization problems relating to wireless sensor network planning, design, deployment
and operation often give rise to multi-objective optimization formulations where multiple …

Optimal placement of relay nodes in wireless sensor network using artificial bee colony algorithm

HA Hashim, BO Ayinde, MA Abido - Journal of Network and Computer …, 2016 - Elsevier
Deploying sensor nodes randomly most of the time generates initial communication hole
even in highly dense networks. These communication holes cannot be totally eliminated …

Maximizing wireless sensor network coverage with minimum cost using harmony search algorithm

O Moh'd Alia, A Al-Ajouri - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
Coverage, one of the most important performance metrics for wireless sensor networks,
reflects on how well a sensor field is monitored. Coverage problem is a devoted study of a …

A QoS aware optimal node deployment in wireless sensor network using Grey wolf optimization approach for IoT applications

K Jaiswal, V Anand - Telecommunication Systems, 2021 - Springer
Abstract The growth of Wireless Sensor Networks (WSN) becomes the backbone of all smart
IoT applications. Deploying reliable WSNs is particularly significant for critical Internet of …

Distance-based residual energy-efficient stable election protocol for WSNs

N Mittal, U Singh - Arabian Journal for Science and Engineering, 2015 - Springer
Wireless sensor networks (WSNs) comprise nodes with restricted battery power that are
deployed to observe some physical event within the sensor field. Information gathering is …

Multi-objective optimization in sensor networks: Optimization classification, applications and solution approaches

M Iqbal, M Naeem, A Anpalagan, NN Qadri, M Imran - Computer Networks, 2016 - Elsevier
A number of the practical scenarios relating to sensor networks are modeled as multi-
objective optimization formulations where multiple desirable objectives compete with each …

An efficient deployment model for maximizing coverage of heterogeneous wireless sensor network based on harmony search algorithm

B Al-Fuhaidi, AM Mohsen, A Ghazi… - Journal of …, 2020 - Wiley Online Library
Due to the increase of Wireless Sensor Network (WSN) technologies demand, the optimal
sensor node deployment is considered as one of the most important factors that directly …

Energy-efficient network architecture for iot applications

P Sarwesh, NSV Shet, K Chandrasekaran - Beyond the Internet of Things …, 2017 - Springer
Internet of Things is an emerging technology, which connects smart devices with internet
and allows to share their data globally. The major goal of IoT technology is to improve the …

Energy-efficient deployment of relay nodes in wireless sensor networks using evolutionary techniques

BO Ayinde, HA Hashim - International Journal of Wireless Information …, 2018 - Springer
Random deployment of sensor nodes is susceptible to initial communication hole, even
when the network is densely populated. However, eliminating holes using structural …