Hierarchical clustering based on dendrogram in sustainable transportation systems

AK Sangaiah, A Javadpour, F Ja'fari… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Each group in a data-driven automobile network has its cluster head. A group can
communicate with each other and members of other groups once it has been founded …

A connectivity-based clustering scheme for intelligent vehicles

Z Khan, A Koubaa, S Fang, MY Lee, K Muhammad - Applied Sciences, 2021 - mdpi.com
The reliability, scalability, and stability of routing schemes are open challenges in highly
evolving vehicular ad hoc networks (VANETs). Cluster-based routing is an efficient solution …

Clustering algorithm for internet of vehicles (IoV) based on dragonfly optimizer (CAVDO)

F Aadil, W Ahsan, ZU Rehman, PA Shah, S Rho… - The Journal of …, 2018 - Springer
Internet of vehicles (IoV) is a branch of the internet of things (IoT) which is used for
communication among vehicles. As vehicular nodes are considered always in motion …

Centralized and localized data congestion control strategy for vehicular ad hoc networks using a machine learning clustering algorithm

N Taherkhani, S Pierre - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
In an urban environment, intersections are critical locations in terms of road crashes and
number of killed or injured people. Vehicular ad hoc networks (VANETs) can help reduce …

Somaca: A new swarm optimization-based and mobility-aware clustering approach for the internet of vehicles

A Salim, AM Khedr, B Alwasel, W Osamy, A Aziz - IEEE access, 2023 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) has evolved from the classic Vehicular Ad-hoc NETworks
(VANETs) as a result of the emergence of the Internet of Things (IoT). IoV is used for …

MADCR: Mobility aware dynamic clustering-based routing protocol in Internet of Vehicles

S Sennan, S Ramasubbareddy… - China …, 2021 - ieeexplore.ieee.org
Internet of Vehicles (IoV) is an evolution of the Internet of Things (IoT) to improve the
capabilities of vehicular ad-hoc networks (VANETs) in intelligence transport systems. The …

Label-based trajectory clustering in complex road networks

X Niu, T Chen, CQ Wu, J Niu, Y Li - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In the data mining of road networks, trajectory clustering of moving objects is of particular
interest for its practical importance in many applications. Most of the existing approaches to …

Review of clustering technology and its application in coordinating vehicle subsystems

C Zhang, W Huang, T Niu, Z Liu, G Li, D Cao - Automotive Innovation, 2023 - Springer
Clustering is an unsupervised learning technology, and it groups information (observations
or datasets) according to similarity measures. Developing clustering algorithms is a hot topic …

Self-assessment based clustering data dissemination for sparse and dense traffic conditions for internet of vehicles

KN Qureshi, MM Idrees, J Lloret, I Bosch - IEEE Access, 2020 - ieeexplore.ieee.org
Internet of Vehicle (IoV) is a sub class of vehicular ad hoc networks with more advanced
cloud and Internet-enabled services. These networks offer various types of safety and …

Dynamic clustering mechanism to avoid congestion control in vehicular ad hoc networks based on node density

R Regin, T Menakadevi - Wireless Personal Communications, 2019 - Springer
Due to the rapid growth in wireless communications, vehicular ad-hoc networks (VANETs)
face many challenges over wireless communication networks. Nowadays VANETs have …