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 systematic review of quality of service in wireless sensor networks using machine learning: Recent trend and future vision

M Pundir, JK Sandhu - Journal of Network and Computer Applications, 2021 - Elsevier
Abstract Wireless Sensor Network (WSN) is used in different research areas such as military,
industry, healthcare, agriculture, Internet of Things (IoT), transportation, and smart cities. The …

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
Wireless sensor network (WSN) is one of the most promising technologies for some real-
time applications because of its size, cost-effective and easily deployable nature. Due to …

Improved naive Bayes classification algorithm for traffic risk management

H Chen, S Hu, R Hua, X Zhao - EURASIP Journal on Advances in Signal …, 2021 - Springer
Naive Bayesian classification algorithm is widely used in big data analysis and other fields
because of its simple and fast algorithm structure. Aiming at the shortcomings of the naive …

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

A survey on cluster-based routing protocols for unmanned aerial vehicle networks

MY Arafat, S Moh - IEEE Access, 2018 - ieeexplore.ieee.org
In recent years, unmanned aerial vehicles (UAVs) have gained popularity for various
applications and services in both the military and civilian domains. Multiple UAVs can carry …

A comprehensive review on optimal cluster head selection in WSN-IOT

R Ramya, T Brindha - Advances in Engineering Software, 2022 - Elsevier
Abstract Nowadays, Wireless Sensor Network (WSN) based Internet of Things (IoT) is a
highly developed field that shows a promising area for research because they are …

Machine learning methods for intrusive detection of wormhole attack in mobile ad hoc network (MANET)

M Abdan, SAH Seno - Wireless Communications and Mobile …, 2022 - Wiley Online Library
A wormhole attack is a type of attack on the network layer that reflects routing protocols. The
classification is performed with several methods of machine learning consisting of K‐nearest …

Energy efficient design techniques in next‐generation wireless communication networks: emerging trends and future directions

JO Ogbebor, AL Imoize… - … and mobile computing, 2020 - Wiley Online Library
The projected rise in wireless communication traffic has necessitated the advancement of
energy‐efficient (EE) techniques for the design of wireless communication systems, given …

HEEC: A hybrid unequal energy efficient clustering for wireless sensor networks

SM Bozorgi, AM Bidgoli - Wireless Networks, 2019 - Springer
An important challenge in wireless sensor networks is energy conservation. Recently,
several hybrid, dynamic and static clustering protocols have been proposed to solve this …