A machine learning-based protocol for efficient routing in opportunistic networks

DK Sharma, SK Dhurandher, I Woungang… - IEEE Systems …, 2016‏ - ieeexplore.ieee.org
This paper proposes a novel routing protocol for OppNets called MLProph, which uses
machine learning (ML) algorithms, namely decision tree and neural networks, to determine …

Evaluating forwarding protocols in opportunistic networks: trends, advances, challenges and best practices

V Kuppusamy, UM Thanthrige, A Udugama, A Förster - Future Internet, 2019‏ - mdpi.com
A variety of applications and forwarding protocols have been proposed for opportunistic
networks (OppNets) in the literature. However, the methodology of evaluation, testing and …

Securing and facilitating communication within opportunistic networks: a holistic survey

CB Avoussoukpo, TB Ogunseyi, M Tchenagnon - IEEE access, 2021‏ - ieeexplore.ieee.org
Opportunistic Networks is a new concept that is increasingly gaining ground since it appears
as a concrete example of the Internet of Things, Internet of Vehicles, Industrial Internet of …

kROp: k-Means clustering based routing protocol for opportunistic networks

DK Sharma, SK Dhurandher, D Agarwal… - Journal of Ambient …, 2019‏ - Springer
Routing and forwarding of messages is a challenging task in Opportunistic networks
(Oppnets) due to no fixed architecture and the intermittent connectivity of the nodes. This …

Review of opportunistic network: Assessing past, present, and future

R Sachdeva, A Dev - International Journal of Communication …, 2021‏ - Wiley Online Library
Opportunistic networks aim to deal with the unpredictable environment for data
communication. Messages in opportunistic networks need to be stored with the node in the …

Enhanced message replication technique for DTN routing protocols

S Hasan, M Sharifi Sani, S Iranmanesh, AH Al-Bayatti… - Sensors, 2023‏ - mdpi.com
Delay-tolerant networks (DTNs) are networks where there is no immediate connection
between the source and the destination. Instead, nodes in these networks use a store–carry …

A local betweenness centrality based forwarding technique for social opportunistic IoT networks

R Nigam, DK Sharma, S Jain, G Srivastava - Mobile Networks and …, 2022‏ - Springer
Abstract Social Opportunistic IoT (Social OppIoT) networks is a subclass of Social Internet of
Things (SIoT) networks. In social OppIoT, users perform communication in a distributed …

A location prediction-based routing scheme for opportunistic networks in an IoT scenario

SK Dhurandher, SJ Borah, I Woungang… - Journal of Parallel and …, 2018‏ - Elsevier
Abstract Opportunistic Internet of Things (OppIoT) is a paradigm, technology, and system
that promotes the opportunistic exploitation of interactions between IoT devices to achieve …

A reliable protocol for data aggregation and optimized routing in IoT WSNs based on machine learning

N Chandnani, CN Khairnar - Wireless Personal Communications, 2023‏ - Springer
Abstract Data Aggregation for IoT-WSN, based on Machine Learning (ML), allows the
Internet of Things (IoT) and Wireless Sensor Networks (WSN) to send accurate data to the …

An improved PRoPHET-Random forest based optimized multi-copy routing for opportunistic IoT networks

NN Srinidhi, CS Sagar, J Shreyas, DK SM - Internet of Things, 2020‏ - Elsevier
Opportunistic networks are one of the important categories of ad hoc networks in Internet of
Things (IoT), which considers human social activities like daily routines, activities and many …