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 …

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications

S Messaoud, A Bradai, SHR Bukhari, PTA Quang… - Internet of Things, 2020 - Elsevier
In the IoT and WSN era, large number of connected objects and sensing devices are
dedicated to collect, transfer, and generate a huge amount of data for a wide variety of fields …

A survey of clustering techniques in WSNs and consideration of the challenges of applying such to 5G IoT scenarios

L Xu, R Collier, GMP O'Hare - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Wireless sensor network (WSN) systems are typically composed of thousands of sensors
that are powered by limited energy resources. To extend the networks longevity, clustering …

Survey on fault tolerance‐based clustering evolution in WSN

H Mohapatra, AK Rath - IET networks, 2020 - Wiley Online Library
On‐going research on remote communication and sensing essentially made accessible the
flexible technology called 'wireless sensor network (WSN)', which is independent, self …

State-of-the-art approach to clustering protocols in VANET: a survey

A Katiyar, D Singh, RS Yadav - Wireless Networks, 2020 - Springer
Vehicular ad hoc network (VANET) assists in improving road safety, traveller comfort, and
intelligent transportation systems to a great extent. Dedicated short-range communications …

Data collection protocols for VANETs: a survey

M Gillani, HA Niaz, MU Farooq, A Ullah - Complex & Intelligent Systems, 2022 - Springer
We live in the era of Intelligent Transport Systems (ITS), which is an extension of Vehicular
AdHoc Networks (VANETs). In VANETs, vehicles act as nodes connected with each other …

A Pareto optimization-based approach to clustering and routing in Wireless Sensor Networks

R Elhabyan, W Shi, M St-Hilaire - Journal of Network and Computer …, 2018 - Elsevier
Clustering and routing in WSNs are two well-known optimization problems that are classified
as Non-deterministic Polynomial (NP)-hard. In this paper, we propose a single multi …

Reinforcement learning based mobility adaptive routing for vehicular ad-hoc networks

J Wu, M Fang, X Li - Wireless Personal Communications, 2018 - Springer
Vehicular ad-hoc networks (VANETs) is drawing more and more attentions in intelligent
transportation system to reduce road accidents and assist safe driving. However, due to the …

An introduction to clustering algorithms in big data

R Nair, A Bhagat - … of Information Science and Technology, Fifth …, 2021 - igi-global.com
In big data, clustering is the process through which analysis is performed. Since the data is
big, it is very difficult to perform clustering approach. Big data is mainly termed as petabytes …

An energy efficient clustering scheme using multilevel routing for wireless sensor network

K Muthukumaran, K Chitra, C Selvakumar - Computers & Electrical …, 2018 - Elsevier
The wireless sensor network (WSN) has attracted much research interest due to its many
potential applications in different fields. In this work, we have tried to improve energy …