Fuzzy-logic-based clustering approach for wireless sensor networks using energy predication

JS Lee, WL Cheng - IEEE Sensors Journal, 2012 - ieeexplore.ieee.org
In order to collect information more efficiently, wireless sensor networks (WSNs) are
partitioned into clusters. Clustering provides an effective way to prolong the lifetime of …

Fuzzy-logic-inspired zone-based clustering algorithm for wireless sensor networks

T Stephan, K Sharma, A Shankar, S Punitha… - International Journal of …, 2021 - Springer
With the increasing use of wireless terminals, wireless sensor networks (WSNs) have
received significant attention owing to their wide usage in monitoring harsh environments …

FLECH: fuzzy logic based energy efficient clustering hierarchy for nonuniform wireless sensor networks

B Balakrishnan, S Balachandran - … and Mobile Computing, 2017 - Wiley Online Library
Lifetime of Wireless Sensor Network (WSN) is an important issue which affects its
implementation in various real time applications. The major factor behind the energy …

Fuzzy-logic based distributed energy-efficient clustering algorithm for wireless sensor networks

Y Zhang, J Wang, D Han, H Wu, R Zhou - Sensors, 2017 - mdpi.com
Due to the high-energy efficiency and scalability, the clustering routing algorithm has been
widely used in wireless sensor networks (WSNs). In order to gather information more …

Optimized sugeno fuzzy clustering algorithm for wireless sensor networks

M Shokouhifar, A Jalali - Engineering applications of artificial intelligence, 2017 - Elsevier
Clustering is the most common approach to achieve energy efficiency in wireless sensor
networks. The existing clustering techniques exhibit some drawbacks which limit their usage …

An energy aware fuzzy unequal clustering algorithm for wireless sensor networks

H Bagci, A Yazici - International conference on fuzzy systems, 2010 - ieeexplore.ieee.org
In order to gather information more efficiently, wireless sensor networks (WSNs) are
partitioned into clusters. The most of the proposed clustering algorithms do not consider the …

HQCA-WSN: High-quality clustering algorithm and optimal cluster head selection using fuzzy logic in wireless sensor networks

AA Baradaran, K Navi - Fuzzy Sets and Systems, 2020 - Elsevier
Reducing the consumption of energy and the network lifetime are the main challenges that
affect wireless sensor networks (WSNs). High-quality clustering is one of the most important …

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 …

On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

S Radhika, P Rangarajan - Applied Soft Computing, 2019 - Elsevier
A useful approach to increase the lifetime of wireless sensor networks is clustering.
Exchange of messages due to successive and recurrent reclustering burdens the sensor …

MOFCA: Multi-objective fuzzy clustering algorithm for wireless sensor networks

SA Sert, H Bagci, A Yazici - Applied Soft Computing, 2015 - Elsevier
This study introduces a new clustering approach which is not only energy-efficient but also
distribution-independent for wireless sensor networks (WSNs). Clustering is used as a …