Techniques employed in distributed cognitive radio networks: a survey on routing intelligence

R Priyadarshi, RR Kumar, Z Ying - Multimedia Tools and Applications, 2024 - Springer
In order to meet the growing needs for wireless communication in dynamic and diverse
circumstances, Cognitive Radio Networks (CRNs) have evolved as a transformational …

Comprehensive survey of machine learning approaches in cognitive radio-based vehicular ad hoc networks

MA Hossain, RM Noor, KLA Yau, SR Azzuhri… - IEEE …, 2020 - ieeexplore.ieee.org
Nowadays, machine learning (ML), which is one of the most rapidly growing technical tools,
is extensively used to solve critical challenges in various domains. Vehicular ad hoc network …

Route selection for multi-hop cognitive radio networks using reinforcement learning: An experimental study

AR Syed, KLA Yau, J Qadir, H Mohamad… - IEEE …, 2016 - ieeexplore.ieee.org
Cognitive radio (CR) enables unlicensed users to explore and exploit underutilized licensed
channels (or white spaces). While multi-hop CR network has drawn significant research …

A survey and performance evaluation of reinforcement learning based spectrum aware routing in cognitive radio ad hoc networks

R Naveen Raj, A Nayak, MS Kumar - International Journal of wireless …, 2020 - Springer
Cognitive radio technology is an assuring solution for under-utilization of licensed spectrum
bands and overcrowding of unlicensed spectrum bands, in which secondary user is …

Review on cross‐layer design for cognitive ad‐hoc and sensor network

C Singhal, A Rajesh - IET Communications, 2020 - Wiley Online Library
Most of the ad‐hoc networks including wireless sensor network operates in unlicensed
spectrum bands (eg 2.4 GHz ISM band), which is shared by other wireless technologies …

Fuzzy‐Markov Routing Policy and Priority‐Based Load Balancing for Cognitive Radio Ad Hoc Networks

S Sindhuja, R Vadivel - International Journal of Communication …, 2025 - Wiley Online Library
ABSTRACT A cognitive radio ad hoc network (CRAHNs) is an infrastructure‐free network
containing a cognitive radio, which can use the spectrum resources effectively through an …

Cross-layer band selection and routing design for diverse band-aware dsa networks

PS Upadhyaya, VK Shah… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
As several new spectrum bands are opening up for shared use, a new paradigm of Diverse
Band-aware Dynamic Spectrum Access (d-DSA) has emerged. d-DSA equips a secondary …

Fundamental Limits on Performance for Cooperative Radar-Communications Coexistence

AR Chiriyath - 2018 - search.proquest.com
Spectral congestion is quickly becoming a problem for the telecommunications sector. In
order to alleviate spectral congestion and achieve electromagnetic radio frequency (RF) …

[HTML][HTML] IJCNC 01

C Singhal, V Thanikaiselvan - ijcnc.com
The coupling of multiple protocol layers for a Cognitive Radio-based Industrial Internet of Ad-
hoc Sensor Network, enables better interaction, coordination, and joint optimization of …

[PDF][PDF] Comprehensive Survey of Machine Learning Approaches in Cognitive Radio-Based Vehicular Ad Hoc Networks

KOKLIMA YAU, SR AZZUHRI, MR Z'ABA - scholar.archive.org
ABSTRACT Nowadays, machine learning (ML), which is one of the most rapidly growing
technical tools, is extensively used to solve critical challenges in various domains. Vehicular …