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 …

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 …

KNNR: K-nearest neighbour classification based routing protocol for opportunistic networks

DK Sharma, A Sharma, J Kumar - 2017 Tenth international …, 2017 - ieeexplore.ieee.org
Opportunistic Networks (OppNets) are an extension of Mobile Adhoc Networks (MANETs),
where no assumption is made regarding the preexistent path between the source and 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 …

Efficient routing based on past information to predict the future location for message passing in infrastructure-less opportunistic networks

SK Dhurandher, DK Sharma, I Woungang… - The Journal of …, 2015 - Springer
Opportunistic network (OppNet) is the recent evolution of mobile ad-hoc networks that has
emerged as an active research subject in recent times. High mobility, frequent …

Ml-fresh: novel routing protocol in opportunistic networks using machine learning

P Garg, A Dixit, P Sethi - Computer Systems Science & …, 2022 - papers.ssrn.com
Abstract Opportunistic Networks (OppNets) is gaining popularity day-by-day due to their
various applications in the real-life world. The two major reasons for its popularity are its …

A machine learning approach using classifier cascades for optimal routing in opportunistic internet of things networks

V Vashishth, A Chhabra… - 2019 16th Annual IEEE …, 2019 - ieeexplore.ieee.org
Routing in Opportunistic Internet of Things Network (OppIoT) is an involved problem,
because the network is intermittently connected and source to destination end-to-end paths …

An adaptive routing algorithm considering position and social similarities in an opportunistic network

K Jang, J Lee, SK Kim, JH Yoon, SB Yang - Wireless networks, 2016 - Springer
An opportunistic network (OPPNET) is a wireless networks without an infrastructure. In
OPPNET, communication intermittently occurs when one node meets with another node …

Energy-efficient prophet-PRoWait-EDR protocols for opportunistic networks

SJ Borah, SK Dhurandher, S Tibarewala… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Opportunistic Networks (OppNets) are a kind of challenged ad hoc networks where frequent
topology changes, intermittent connectivity, and no guarantee of end-to-end path prevail. In …

Recent progress in routing protocols of mobile opportunistic networks: A clear taxonomy, analysis and evaluation

P Yuan, L Fan, P Liu, S Tang - Journal of network and computer …, 2016 - Elsevier
Mobile opportunistic networks provide an efficient solution to implement the intensive
perception and ubiquitous interconnection in Internet of Things. Routing selection is one of …