Fuzzy‐based techniques for clustering in wireless sensor networks (WSNs): Recent advances, challenges, and future directions

S Verma, S Bhatia, S Zeadally… - International Journal of …, 2023 - Wiley Online Library
A wireless sensor network (WSN) is a network of tiny sensors deployed to collect data.
These sensors are powered with batteries that have limited power. Recharging and/or …

Performance enhancement of efficient clustering and routing protocol for wireless sensor networks using improved elephant herd optimization algorithm

S Ramalingam, S Dhanasekaran, SS Sinnasamy… - Wireless …, 2024 - Springer
Wireless sensor networks (WSNs) currently have numerous applications, especially in
tracking and observing non-human activities. Sensor nodes in WSNs are known to have …

Energy efficient clustering and routing protocol based on quantum particle swarm optimization and fuzzy logic for wireless sensor networks

H Hu, X Fan, C Wang - Scientific reports, 2024 - nature.com
Clustering and routing protocols play a pivotal role in reducing energy consumption and
extending the lifespan of wireless sensor networks. However, optimizing energy efficiency to …

Energy-efficient, cluster-based routing protocol for wireless sensor networks using fuzzy logic and quantum annealing algorithm

H Wang, K Liu, C Wang, H Hu - Sensors, 2024 - mdpi.com
The main limitation of wireless sensor networks (WSNs) lies in their reliance on battery
power. Therefore, the primary focus of the current research is to determine how to transmit …

Fuzzy clustering and routing protocol with rules tuned by improved particle swarm optimization for wireless sensor networks

L Yuebo, Y Haitao, L Hongyan, L Qingxue - IEEE Access, 2023 - ieeexplore.ieee.org
Fuzzy clustering and routing protocols have been proven to improve energy efficiency,
extend network scalability, increase network throughput, balance network load as well as …

Harris harks optimization based clustering with fuzzy routing for lifetime enhancing in wireless sensor networks

D **g - IEEE Access, 2024 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), energy preservation through clustering and routing
protocols has been verified as a significant effective method to extend the network lifetime …

Multi-objective optimization of virtual machine migration among cloud data centers

FJ Maldonado Carrascosa, D Seddiki… - Soft Computing, 2024 - Springer
Workload migration among cloud data centers is currently an evolving task that requires
substantial advancements. The incorporation of fuzzy systems holds potential for enhancing …

A neural network-guided correlation thresholding technique for wireless sensor networks

M Singh - Measurement, 2025 - Elsevier
Wireless sensor networks comprise autonomous nodes monitoring environments while
managing energy consumption. Extending network lifespan involves minimizing redundant …

Efficient cluster-based routing protocol for wireless sensor networks by using collaborative-inspired Harris Hawk optimization and fuzzy logic

H Hu, X Fan, C Wang - Plos one, 2024 - journals.plos.org
In wireless sensor networks, the implementation of clustering and routing protocols has
been crucial in prolonging the network's operational duration by conserving energy …

Sensor node localization using nature-inspired algorithms with fuzzy logic in WSNs

Shilpi, A Kumar - The Journal of Supercomputing, 2024 - Springer
The node localization problem of wireless sensor networks (WSNs) is addressed in this
article with a node localization algorithm designed using fuzzy logic and a nature-inspired …