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 …

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 …

Maximizing coverage and maintaining connectivity in WSN and decentralized IoT: an efficient metaheuristic-based method for environment-aware node deployment

S Nematzadeh, M Torkamanian-Afshar… - Neural Computing and …, 2023 - Springer
The node deployment problem is a non-deterministic polynomial time (NP-hard). This study
proposes a new and efficient method to solve this problem without the need for predefined …

A novel coverage optimization strategy for heterogeneous wireless sensor networks based on connectivity and reliability

L Cao, Y Yue, Y Cai, Y Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
To overcome the problems of coverage blind areas and coverage redundancy when sensor
nodes are deployed randomly in heterogeneous wireless sensor networks (HWSNs). An …

Positioning optimisation based on particle quality prediction in wireless sensor networks

C Zhang, T **e, K Yang, H Ma, Y **e, Y Xu… - IET Networks, 2019 - Wiley Online Library
The particle degradation problem of particle filter (PF) algorithm caused by reduction of
particle weights significantly influences the positioning accuracy of target nodes in wireless …

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 …

[HTML][HTML] Area coverage maximization under connectivity constraint in wireless sensor networks

F Tossa, W Abdou, K Ansari, EC Ezin, P Gouton - Sensors, 2022 - mdpi.com
Wireless sensor networks (WSNs) have several important applications, both in research and
domestic use. Generally, their main role is to collect and transmit data from an ROI (region of …

Coverage enhancement strategy for WSNs based on multiobjective ant lion optimizer

Y Li, Y Yao, S Hu, Q Wen, F Zhao - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
In order to improve the quality of service (QoS) and prolong the network lifetime of wireless
sensor networks (WSNs), optimizing the network coverage rate and the sensor nodes …

IPSMT: Multi-objective optimization of multipath transmission strategy based on improved immune particle swarm algorithm in wireless sensor networks

H Li, S Wang, Q Chen, M Gong, L Chen - Applied Soft Computing, 2022 - Elsevier
Multipath transmission routing in dynamic wireless sensor network deployed with movable
nodes is a multi-objective optimization issue with multi-parameter constraints. Traditional …

Wireless sensor network deployment optimization based on two flower pollination algorithms

Z Wang, H **e, D He, S Chan - IEEe Access, 2019 - ieeexplore.ieee.org
For the wireless sensor networks (WSNs) heterogeneous node deployment optimization
problem with obstacles in the monitoring area, two new flower pollination algorithms (FPA) …