Metaheuristics for the deployment problem of WSN: A review

CW Tsai, PW Tsai, JS Pan, HC Chao - Microprocessors and Microsystems, 2015 - Elsevier
The deployment problem (DP) of a wireless sensor network (WSN) is no doubt a critical
issue because the strategies it takes will not only strongly impact the overall performance but …

A centralized immune-Voronoi deployment algorithm for coverage maximization and energy conservation in mobile wireless sensor networks

M Abo-Zahhad, N Sabor, S Sasaki, SM Ahmed - Information Fusion, 2016 - Elsevier
Saving energy is a most important challenge in Mobile Wireless Sensor Networks (MWSNs)
to extend the lifetime, and optimal coverage is the key to it. Therefore, this paper proposes a …

[HTML][HTML] Genetic algorithm based node deployment in hybrid wireless sensor networks

O Banimelhem, M Mowafi, W Aljoby - Communications and Network, 2013 - scirp.org
In hybrid wireless sensor networks composed of both static and mobile sensor nodes, the
random deployment of stationary nodes may cause coverage holes in the sensing field …

Wireless sensors deployment optimization using a constrained Pareto-based multi-objective evolutionary approach

M Khalesian, MR Delavar - Engineering Applications of Artificial …, 2016 - Elsevier
Sensors deployment is one of the most fundamental issues in wireless sensor networks
(WSNs) design. One of the major challenges in sensors deployment is to find a tradeoff …

A hybrid Voronoi tessellation/genetic algorithm approach for the deployment of drone-based nodes of a self-organizing wireless sensor network (WSN) in unknown …

K Eledlebi, H Hildmann, D Ruta, AF Isakovic - Drones, 2020 - mdpi.com
Using autonomously operating mobile sensor nodes to form adaptive wireless sensor
networks has great potential for monitoring applications in the real world. Especially in, eg …

A nature-inspired node deployment strategy for connected confident information coverage in industrial Internet of Things

L Dai, B Wang, LT Yang, X Deng… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
The ever-growing Industrial Internet of Things (IoT) provides a powerful method to sense a
series of critical industrial environments. This paper studies how to deploy the fixed number …

Rearrangement of mobile wireless sensor nodes for coverage maximization based on immune node deployment algorithm

M Abo-Zahhad, SM Ahmed, N Sabor… - Computers & Electrical …, 2015 - Elsevier
One of the primary objectives of Wireless Sensor Network (WSN) is to provide full coverage
of a sensing field as long as possible. The deployment strategy of sensor nodes in the …

Coverage maximization in mobile wireless sensor networks utilizing immune node deployment algorithm

M Abo-Zahhad, SM Ahmed, N Sabor… - 2014 IEEE 27th …, 2014 - ieeexplore.ieee.org
A Wireless Sensor Network (WSN) consists of spatially distributed autonomous sensors with
sensing, computation and wireless communication capabilities. Each sensor generally has …

Using geometric centroid of Voronoi diagram for coverage and lifetime optimization in mobile wireless sensor networks

T Shu, KB Dsouza, V Bhargava… - 2019 IEEE Canadian …, 2019 - ieeexplore.ieee.org
Wireless Sensor Networks (WSN) nowadays are typically utilized for carrying out remote
monitoring tasks, while Mobile Wireless Sensor Network (MWSN) on the other hand, grants …

Temporal graphs and temporal network characteristics for bio-inspired networks during optimization

NS DiBrita, K Eledlebi, H Hildmann, L Culley… - Applied Sciences, 2022 - mdpi.com
Temporal network analysis and time evolution of network characteristics are powerful tools
in describing the changing topology of dynamic networks. This paper uses such approaches …