Routing optimization of sensor nodes in the Internet of Things based on genetic algorithm

Z Xue - IEEE sensors journal, 2021 - ieeexplore.ieee.org
As an important part of the perception layer of the Internet of things, wireless sensor
networks will provide sensing data for the application of the Internet of things, so it is …

Wireless sensor network routing optimization based on improved ant colony algorithm in the Internet of Things

H Han, J Tang, Z Jing - Heliyon, 2024 - cell.com
Abstract The Internet of Things (IoT) connects devices, enabling real-time data acquisition,
automation, and collaboration. Wireless sensor networks are one of the important …

A routing optimization strategy for wireless sensor networks based on improved genetic algorithm

G Yao, Z Dong, W Wen, Q Ren - Journal of Applied Science and …, 2016 - jase.tku.edu.tw
In order to resolve the problem of generating invalid new individual when using genetic
algorithm for routing optimization in wireless sensor networks (WSNs), an improved genetic …

Optimization of heterogeneous clustering routing protocol for internet of things in wireless sensor networks

S Yang, X Long, H Peng, H Gao - Journal of Sensors, 2022 - Wiley Online Library
Wireless sensor network technology is widely used in various modern scenarios, and
various industries have higher and higher requirements for the performance indicators of …

Opportunistically exploiting internet of things for wireless sensor network routing in smart cities

S Hanif, AM Khedr, Z Al Aghbari… - Journal of Sensor and …, 2018 - mdpi.com
With the emergence of Internet of Things (IoT), the research on Smart Cities with wireless
sensor networks (WSNs) got leveraged due to similarities between objectives in both Smart …

A reliable routing mechanism with energy-efficient node selection for data transmission using a genetic algorithm in wireless sensor network

S Gudla, NR Kuda - Facta Universitatis, Series: Electronics …, 2023 - casopisi.junis.ni.ac.rs
Energy-efficient and reliable data routing is critical in Wireless Sensor Networks (WSNs)
application scenarios. Due to oscillations in wireless links in adverse environmental …

An optimal routing algorithm for internet of things enabling technologies

AV Dhumane, RS Prasad, JR Prasad - Securing the Internet of …, 2020 - igi-global.com
In Internet of things and its relevant technologies the routing of data plays one of the major
roles. In this paper, a routing algorithm is presented for the networks consisting of smart …

[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 …

Optimization of sensor deployment for industrial internet of things using a multiswarm algorithm

MZ Hasan, H Al-Rizzo - IEEE Internet of things journal, 2019 - ieeexplore.ieee.org
A bio-inspired metaheuristics canonical particle multiswarm optimization (CPMSO) algorithm
is presented to investigate the optimal deployment pattern for sensors to improve the …

Study on the application of Genetic Algorithms in the optimization of wireless network

W Yan, S Xin-xin, SUN Yan-ming - Procedia Engineering, 2011 - Elsevier
Wireless sensor network can eliminate the high cost of wired network. However, in wireless
sensor networks, an important but critical problem is the energy consumption of sensor …