Reinforcement learning-based routing protocol for opportunistic networks

SK Dhurandher, J Singh, MS Obaidat… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
This paper proposes a novel routing protocol for opportunistic networks called Fuzzy logic-
based Q-Learning Routing Protocol (FQLRP), which uses fuzzy based Qlearning for efficient …

Efficacious implementation of deep Q-routing in opportunistic network

R Dalal, M Khari - Soft Computing, 2023 - Springer
Opportunistic network (Oppnet) is consisting of wireless nodes, which follows the Bluetooth
transmission range between nodes. These kinds of networks are capable to handle long …

Degree contact DC-epidemic routing protocol for opportunistic networks

S Sati, A Sohoub, A Eltahar, KAB Ahmad… - 2018 Advances in …, 2018 - ieeexplore.ieee.org
Opportunistic Network (OppNet) is a sparse network, finding a stable and reliable path from
the source to the destination may not easily achievable. However, if a node transmits a …

Poisson's probability‐based Q‐Routing techniques for message forwarding in opportunistic networks

DK Sharma, D Kukreja, P Aggarwal… - International Journal …, 2018 - Wiley Online Library
Summary Opportunistic Networks (OppNets) are intermittently connected infrastructure less
wireless networks. There is no continuous end‐to‐end connection between the sender and …

An energy‐efficient history‐based routing scheme for opportunistic networks

SK Dhurandher, DK Sharma… - International Journal …, 2017 - Wiley Online Library
In opportunistic networks (Oppnets), nodes rely on contact opportunities between them to
exchange information with each other. Routing and forwarding in Oppnets remains a …

A game theoretic context-based routing protocol for opportunistic networks in an IoT scenario

SJ Borah, SK Dhurandher, I Woungang, V Kumar - Computer Networks, 2017 - Elsevier
Abstract In an Opportunistic Internet of Things (here denoted oppIoT), a novel paradigm and
system that is expected to be an integral part of 5G wireless networks, information …

[HTML][HTML] An efficient probabilistic routing scheme based on game theory in opportunistic networks

X Qin, X Wang, L Wang, Y Lin, X Wang - Computer Networks, 2019 - Elsevier
Routing is one of the most challenging problems in opportunistic networks (OppNets)
because of the intermittence of the network connection. To address the issue, many routing …

DEEP: distance and encounter based energy-efficient protocol for opportunistic networks

SK Dhurandher, SJ Borah, I Woungang… - Journal of High …, 2018 - content.iospress.com
Designing a routing protocol for opportunistic networks (OppNets) is a challenging task due
to node's mobility and the lack of further knowledge about the network topology and the …

Maximum data delivery probability-oriented routing protocol in opportunistic mobile networks

H Zhou, L Tong, T Jiang, S Xu, J Fan, K Lv - Peer-to-Peer Networking and …, 2017 - Springer
Some recent studies utilize node contact patterns to aid the design of routing protocol in
Opportunistic Mobile Networks (OppNets). However, most existing studies only utilize one …

Iicar-inheritance inspired context aware routing protocol for opportunistic networks

A Bansal, A Gupta, DK Sharma, V Gambhir - Journal of Ambient …, 2019 - Springer
Opportunistic network (OppNet) is a network of wirelessly connected nodes with an unstable
network topology where the nodes transmit messages to each other opportunistically if they …