Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey

NA Khalek, DH Tashman… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The next frontier in wireless connectivity lies at the intersection of cognitive radio (CR)
technology and machine learning (ML), where intelligent networks can provide pervasive …

A resilient routing strategy based on deep reinforcement learning for urban emergency communication networks

Z Jin, H Xu, Z Kong, C Pan - Computer Networks, 2025 - Elsevier
In the context of urban informatization, meeting the stringent requirements of emergency
communication presents a significant challenge for Urban Emergency Communication …

DLSMR: Deep Learning-Based Secure Multicast Routing Protocol against Wormhole Attack in Flying Ad Hoc Networks with Cell-Free Massive Multiple-Input Multiple …

Y Pramitarini, RHY Perdana, K Shim, B An - Sensors, 2023 - mdpi.com
The network area is extended from ground to air. In order to efficiently manage various kinds
of nodes, new network paradigms are needed such as cell-free massive multiple-input …

Lantern: learning-based routing policy for reliable energy-harvesting iot networks

H Taghizadeh, B Safaei… - … on Network and …, 2024 - ieeexplore.ieee.org
RPL is introduced to conduct path selection in Low-power and Lossy Networks (LLN),
including IoT. A routing policy in RPL is governed by its objective function, which …

Forest fire detection using new routing protocol

FT Al-Dhief, RC Muniyandi, N Sabri, M Hamdan… - Sensors, 2022 - mdpi.com
The Mobile Ad-Hoc Network (MANET) has received significant interest from researchers for
several applications. In spite of developing and proposing numerous routing protocols for …

Sustainable multipath routing for improving cross-layer performance in MANET using an energy centric tunicate swarm algorithm

MN Sudha, V Balamurugan, WC Lai, PB Divakarachari - Sustainability, 2022 - mdpi.com
Generally, battery power is a valuable resource for mobile devices in a Mobile Ad Hoc
Network (MANET). Therefore, energy efficiency and network lifetime should be taken into …

RETRACTED ARTICLE: Analyzing the impacts of node density and speed on routing protocol performance in firefighting applications

I Ullah, T Hussain, A Khan, I Ali, F Ali, C Choi - Fire Ecology, 2023 - Springer
Background Mobile ad hoc networks have piqued researchers' interest in various
applications, including forest fire detection. Because of the massive losses caused by this …

RETRACTED ARTICLE: Radio optical network security analysis with routing in quantum computing for 5G wireless communication using blockchain machine learning …

F Wang, S Liao, Y Yin, R Ni, Y Zhang - Optical and Quantum Electronics, 2023 - Springer
Rapid growth is also being seen in the deployment of optical network equipment and the
development of new network services for next-generation networks beyond 5G and 6G …

TFACR: A Novel Topology Control Algorithm for Improving 5G-based MANET Performance by Flexibly Adjusting the Coverage Radius

TVT Duong, VM Ngo - IEEE Access, 2023 - ieeexplore.ieee.org
Topology control in next-generation wireless networks has recently attracted the interest of
several researchers. The network performance is significantly affected by the topology …

Service-driven dynamic QoS on-demand routing algorithm

H She, L Yan, C Mao, Q Bu, Y Guo - Future Generation Computer Systems, 2025 - Elsevier
With the proliferation of Internet of Things (IoT) devices, the scale of networks is growing
exponentially. However, dynamically meeting the diverse quality of service (QoS) routing …