Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy …

J Amutha, S Sharma, SK Sharma - Computer Science Review, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have attracted various academic researchers,
engineers, science, and technology communities. This attraction is due to their broad …

Cluster-based routing protocols in wireless sensor networks: A survey based on methodology

F Fanian, MK Rafsanjani - Journal of Network and Computer Applications, 2019 - Elsevier
In today's world that all sciences and technologies, including Wireless Sensor Networks
(WSNs) are dealing with the improvement of the existing solutions, we are looking for time …

[HTML][HTML] Clustering objectives in wireless sensor networks: A survey and research direction analysis

A Shahraki, A Taherkordi, Ø Haugen, F Eliassen - Computer Networks, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) typically include thousands of resource-
constrained sensors to monitor their surroundings, collect data, and transfer it to remote …

Multi-layer blockchain-based security architecture for internet of things

H Honar Pajooh, M Rashid, F Alam, S Demidenko - Sensors, 2021 - mdpi.com
The proliferation of smart devices in the Internet of Things (IoT) networks creates significant
security challenges for the communications between such devices. Blockchain is a …

Application-specific clustering in wireless sensor networks using combined fuzzy firefly algorithm and random forest

H Esmaeili, V Hakami, BM Bidgoli… - Expert Systems with …, 2022 - Elsevier
Clustering in wireless sensor networks (WSNs) has proved to be one of the most efficient
ways to hierarchically organize the network topology for the purposes of load-balancing and …

CMML: Combined metaheuristic-machine learning for adaptable routing in clustered wireless sensor networks

H Esmaeili, BM Bidgoli, V Hakami - Applied Soft Computing, 2022 - Elsevier
Cluster-based routing is the most common routing approach to achieve energy efficiency in
wireless sensor networks. However, optimal determination of cluster heads is NP-hard …

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 …

Optimization of routing-based clustering approaches in wireless sensor network: Review and open research issues

AJ Manuel, GG Deverajan, R Patan, AH Gandomi - Electronics, 2020 - mdpi.com
In today's sensor network research, numerous technologies are used for the enhancement
of earlier studies that focused on cost-effectiveness in addition to time-saving and novel …

A new fuzzy multi-hop clustering protocol with automatic rule tuning for wireless sensor networks

F Fanian, MK Rafsanjani - Applied Soft Computing, 2020 - Elsevier
In today's world, a major challenge is to conserve and make optimal use of energy. This is a
critical matter in wireless sensor networks due to their wide application in different areas …

Swarm intelligence-based performance optimization for mobile wireless sensor networks: survey, challenges, and future directions

L Cao, Y Cai, Y Yue - IEEE Access, 2019 - ieeexplore.ieee.org
Network performance optimization has always been one of the important research subjects
in mobile wireless sensor networks. With the expansion of the application field of MWSNs …