A survey of multi-objective optimization in wireless sensor networks: Metrics, algorithms, and open problems

Z Fei, B Li, S Yang, C Xing, H Chen… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have attracted substantial research interest, especially in
the context of performing monitoring and surveillance tasks. However, it is challenging to …

Coverage in mobile wireless sensor networks (M-WSN): A survey

SM Mohamed, HS Hamza, IA Saroit - Computer Communications, 2017 - Elsevier
A mobile wireless sensor network (M-WSN) consists of sensors equipped with locomotive
platforms to allow movement after initial deployment. M-WSNs are useful for environments …

A survey on WSN issues with its heuristics and meta-heuristics solutions

A Srivastava, PK Mishra - Wireless Personal Communications, 2021 - Springer
A wireless sensor networks (WSN's) has stimulated significant research work among the
researchers in monitoring and tracking tasks. It'sa quite challenging task that needs to cope …

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 …

Maximizing lifetime of large-scale wireless sensor networks using multi-objective whale optimization algorithm

MM Ahmed, EH Houssein, AE Hassanien… - Telecommunication …, 2019 - Springer
The sink nodes in large-scale wireless sensor networks (LSWSNs) are responsible for
receiving and processing the collected data from sensor nodes. Identifying the locations of …

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 …

[PDF][PDF] Localization in wireless sensor networks: Classification and evaluation of techniques

E Niewiadomska-Szynkiewicz - International Journal of Applied …, 2012 - intapi.sciendo.com
Recent advances in technology have enabled the development of low cost, low power and
multi functional wireless sensing devices. These devices are networked through setting up a …

Intrusion detection of wireless sensor networks based on IPSO algorithm and BP neural network

X Lu, D Han, L Duan, Q Tian - International Journal of …, 2020 - inderscienceonline.com
The sensor nodes of wireless sensor networks (WSNs) are deployed to an open and
unsupervised region, and they are vulnerable to various types of attacks. Intrusion detection …

Solving metameric variable-length optimization problems using genetic algorithms

ML Ryerkerk, RC Averill, K Deb… - Genetic Programming and …, 2017 - Springer
In many optimization problems, one of the goals is to determine the optimal number of
analogous components to include in the system. Examples include the number of sensors in …

Efficient sensor placement optimization using gradient descent and probabilistic coverage

V Akbarzadeh, JC Lévesque, C Gagné, M Parizeau - Sensors, 2014 - mdpi.com
We are proposing an adaptation of the gradient descent method to optimize the position and
orientation of sensors for the sensor placement problem. The novelty of the proposed …