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 …

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 …

[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 …

A survey and future directions on clustering: From WSNs to IoT and modern networking paradigms

A Shahraki, A Taherkordi, Ø Haugen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Many Internet of Things (IoT) networks are created as an overlay over traditional ad-hoc
networks such as Zigbee. Moreover, IoT networks can resemble ad-hoc networks over …

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 …

Cluster‐based data transmission scheme in wireless sensor networks using black hole and ant colony algorithms

S Sefati, M Abdi, A Ghaffari - International Journal of …, 2021 - Wiley Online Library
Since sensor nodes use limited battery power, sensor nodes power is considered to be a
challenge and fundamental issue in wireless networks. Wireless sensor networks (WSNs) …

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 …

Trust-based energy-efficient routing protocol for Internet of things–based sensor networks

M Ilyas, Z Ullah, FA Khan… - International …, 2020 - journals.sagepub.com
Internet of things grew swiftly and many services, software, sensors-embedded electronic
devices and related protocols were developed and still in progress with full swing. Internet of …

[HTML][HTML] CT-RPL: Cluster tree based routing protocol to maximize the lifetime of Internet of Things

S Sankar, S Ramasubbareddy, AK Luhach, A Nayyar… - Sensors, 2020 - mdpi.com
Energy conservation is one of the most critical challenges in the Internet of Things (IoT). IoT
devices are incredibly resource-constrained and possess miniature power sources, small …

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 …