[HTML][HTML] An improved co-evolutionary particle swarm optimization for wireless sensor networks with dynamic deployment

X Wang, S Wang, JJ Ma - Sensors, 2007 - mdpi.com
The effectiveness of wireless sensor networks (WSNs) depends on the coverage and target
detection probability provided by dynamic deployment, which is usually supported by the …

Hierarchical deployment optimization for wireless sensor networks

X Wang, S Wang - IEEE Transactions on mobile computing, 2010 - ieeexplore.ieee.org
Sensor nodes deployment is very crucial for wireless sensor networks (WSNs). Current
methods are apt to enlarge the coverage by achieving a nearly even deployment with similar …

[HTML][HTML] A virtual force algorithm-lévy-embedded grey wolf optimization algorithm for wireless sensor network coverage optimization

S Wang, X Yang, X Wang, Z Qian - Sensors, 2019 - mdpi.com
The random placement of a large-scale sensor network in an outdoor environment often
causes low coverage. In order to effectively improve the coverage of a wireless sensor …

An enhanced obstacle-aware deployment scheme with an opposition-based competitive swarm optimizer for mobile WSNs

P Musikawan, Y Kongsorot, P Muneesawang… - Expert Systems with …, 2022 - Elsevier
The network coverage problem for an area with a randomly deployed wireless sensor
network (WSN) in the presence of obstacles can be alleviated through mobile sensor nodes …

[PDF][PDF] WSN node optimal deployment algorithm based on adaptive binary particle swarm optimization

Y Li, J Cao - ASP Transactions on Internet of Things, 2021 - scholar.archive.org
In order to optimize the deployment of wireless sensor network nodes, and avoid network
energy consumption increase due to node redundancy and uneven coverage, the multi …

[HTML][HTML] Novel deployment schemes for mobile sensor networks

J Chen, S Li, Y Sun - Sensors, 2007 - mdpi.com
Virtual Force Algorithm (VFA) is becoming a main solution to area coverage for
homogeneous wireless sensor networks with random distribution of mobile sensor nodes …

An extended virtual force-based approach to distributed self-deployment in mobile sensor networks

J Li, B Zhang, L Cui, S Chai - International Journal of …, 2012 - journals.sagepub.com
Virtual physics based approach is one of the major solutions for self-deployment in mobile
sensor networks with stochastic distribution of nodes. To overcome the connectivity …

[HTML][HTML] Distributed particle swarm optimization and simulated annealing for energy-efficient coverage in wireless sensor networks

X Wang, JJ Ma, S Wang, DW Bi - Sensors, 2007 - mdpi.com
The limited energy supply of wireless sensor networks poses a great challenge for the
deployment of wireless sensor nodes. In this paper, we focus on energy-efficient coverage …

Coverage enhancement strategy for WSNs based on virtual force-directed ant lion optimization algorithm

Y Yao, Y Li, D Xie, S Hu, C Wang, Y Li - IEEE sensors journal, 2021 - ieeexplore.ieee.org
When deploying wireless sensor networks in complex monitoring areas such as battlefields
and disaster areas, sensor nodes usually form an initial deployment by airdropping. This …

A sensor deployment approach for target coverage problem in wireless sensor networks

R Yarinezhad, SN Hashemi - Journal of Ambient Intelligence and …, 2023 - Springer
Sensor deployment is a fundamental issue in Wireless Sensor Networks (WSNs). Studies on
the coverage problem are concentrated on deploying sensors to cover determined areas or …