A new fuzzy clustering algorithm to enhance lifetime of wireless sensor networks

H El Alami, A Najid - Proceedings of the Third International Afro-European …, 2018 - Springer
Due to limitations of resource in wireless sensor networks (WSNs) enhancing the network
lifetime has been of great concern. An efficient routing algorithm is known as clustering …

Distributed fuzzy logic based energy‐aware and coverage preserving unequal clustering algorithm for wireless sensor networks

N Mazumdar, H Om - International Journal of Communication …, 2017 - Wiley Online Library
In an energy‐constrained wireless sensor networks (WSNs), clustering is found to be an
effective strategy to minimize the energy depletion of sensor nodes. In clustered WSNs …

Wireless sensor network clustering with machine learning

L Townsend - 2018 - search.proquest.com
Wireless sensor networks (WSNs) are useful in situations where a low-cost network needs to
be set up quickly and no fixed network infrastructure exists. Typical applications are for …

Fuzzy logic-based two-level clustering for data aggregation in WSN

M Fattoum, Z Jellali, LN Atallah - 2020 17th International Multi …, 2020 - ieeexplore.ieee.org
In Wireless Sensor Network (WSN) design, the energy factor is the most critical issue due to
the limited capacity of the sensor nodes power sources. The clustering is one of the most …

Improved performance of wireless sensor network based on fuzzy logic for clustering scheme

TT Nguyen, JS Pan, SC Chu, TK Dao… - Advances in Smart …, 2019 - Springer
The wireless sensor network (WSN) consists of a large number of sensor nodes
collaborative to collect and transmit data to the end user. Since the network's long life is an …

Dynamic PSO based fuzzy clustering algorithm for WSNs

T Bhowmik, I Banerjee - TENCON 2019-2019 IEEE Region 10 …, 2019 - ieeexplore.ieee.org
Clustering is a major methodology in any wireless sensor networks to attain energy
efficiency. In clustering technique, cluster head is nominated in the network then the cluster …

A review on fuzzy logic based clustering algorithms for wireless sensor networks

AK Mishra, R Kumar, J Singh - 2015 International Conference …, 2015 - ieeexplore.ieee.org
Today wireless sensor Networks (WSNs) has important role in various fields. Sensor
networks contain many sensor nodes for the purpose of sensing the data from the …

An improved hierarchical clustering method for mobile wireless sensor network using type-2 fuzzy logic

A Kousar, N Mittal, P Singh - … of ICETIT 2019: Emerging Trends in …, 2020 - Springer
Energy consumption in a sensor network plays a critical role while designing the network as
wireless sensor networks (WSNs) work in an unattended environment where the human …

A performance overview of contemporary hierarchical clustering algorithms in wireless sensor networks

GVS Varsa, D Sridharan - International Journal of …, 2021 - inderscienceonline.com
Wireless sensor networks (WSN) is a significant area in various applications and thereby
becoming a research hotspot. WSN consists of a substantial number of sensor nodes …

Fuzzy clustering algorithm for enhancing reliability and network lifetime of wireless sensor networks

S Lata, S Mehfuz, S Urooj, F Alrowais - IEEE Access, 2020 - ieeexplore.ieee.org
To prolong the function of wireless sensor networks (WSNs), the lifetime of the system has to
be increased. WSNs lifetime can be calculated by using a few generic parameters, such as …