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 …

Optimized fuzzy clustering in wireless sensor networks using improved squirrel search algorithm

KK Le-Ngoc, QT Tho, TH Bui, AM Rahmani… - Fuzzy Sets and …, 2022 - Elsevier
Wireless sensor networks (WSNs) are important tools to monitor various events happening
in specific environments. In WSNs, regarding the network size and number of sensor nodes …

Optimized fuzzy clustering using moth-flame optimization algorithm in wireless sensor networks

C Trinh, B Huynh, M Bidaki, AM Rahmani… - Artificial Intelligence …, 2022 - Springer
Energy consumption is one of the main concerns in wireless sensor networks (WSNs). In this
context, congestion is one of the problems which by dropping the data packets, increases …

[HTML][HTML] FMCR-CT: An energy-efficient fuzzy multi cluster-based routing with a constant threshold in wireless sensor network

A Mazinani, SM Mazinani, M Mirzaie - Alexandria Engineering Journal, 2019 - Elsevier
Abstract Fuzzy Multi Cluster-Based Routing with a Constant Threshold (FMCR-CT) is
presented as a solution to help save more energy in wireless sensor networks. Most of the …

Fuzzy logic based distance and energy-aware routing protocol in delay-tolerant mobile sensor networks

Z Mottaghinia, A Ghaffari - Wireless Personal Communications, 2018 - Springer
In challenged networks such as Wireless Sensor Networks, limitations such as nodes
mobility, short radio range and sparse network density can prevent communications among …

BERA: a biogeography-based energy saving routing architecture for wireless sensor networks

P Lalwani, H Banka, C Kumar - Soft Computing, 2018 - Springer
Biogeography-based optimization (BBO) is a relatively new paradigm for optimization which
is yet to be explored to solve complex optimization problems to prove its full potential. In …

CRHS: clustering and routing in wireless sensor networks using harmony search algorithm

P Lalwani, S Das, H Banka, C Kumar - Neural Computing and Applications, 2018 - Springer
In wireless sensor networks, cluster head selection and routing are two well-known
optimization problems associated with high computational complexity. Harmony search …

Qualitative data clustering to detect outliers

A Nowak-Brzezińska, W Łazarz - Entropy, 2021 - mdpi.com
Detecting outliers is a widely studied problem in many disciplines, including statistics, data
mining, and machine learning. All anomaly detection activities are aimed at identifying cases …

A comprehensive review of fuzzy-based clustering techniques in wireless sensor networks

M Singh, SK Soni - Sensor Review, 2017 - emerald.com
Purpose This paper aims to discuss a comprehensive survey on fuzzy-based clustering
techniques. The determination of an appropriate sensor node as a cluster head …

Fuzzy‐based cluster head selection and cluster formation in wireless sensor networks

N Shivappa, SS Manvi - IET Networks, 2019 - Wiley Online Library
Clustering is one of the mechanisms for routing in wireless sensor networks which reduces
the energy and bandwidth requirements to improve network lifetime. A centralised cluster …