Neural networks in wireless networks: Techniques, applications and guidelines

N Ahad, J Qadir, N Ahsan - Journal of network and computer applications, 2016 - Elsevier
The design of modern wireless networks, which involves decision making and parameter
optimization, is quite challenging due to the highly dynamic, and often unknown …

[HTML][HTML] Artificial intelligence based model for channel status prediction: A new spectrum sensing technique for cognitive radio

S Pattanayak, P Venkateswaran, R Nandi - 2013 - scirp.org
The recent phenomena of tremendous growth in wireless communication application urge
increasing need of radio spectrum, albeit it being a precious but natural resource. The recent …

Maximum power point tracking techniques

M Balato, L Costanzo, M Vitelli - Wiley Encyclopedia of …, 1999 - Wiley Online Library
An essential objective for many photovoltaic (PV) applications is represented by the so‐
called maximum power point tracking (MPPT). Under uniform irradiance and ambient …

System-to-distribution parameter mapping for the Gini index detector test statistic via artificial neural networks

AL Lemes, DA Guimarães, YMC Masselli - Computers & Electrical …, 2020 - Elsevier
The Gini index detector (GID) was recently proposed for cooperative spectrum sensing
(CSS) in cognitive radio networks. It has low computational complexity, robustness against …

Dynamic spectrum sensing with automatic modulation classification for a cognitive radio enabled NomadicBTS

FJ Olaloye, E Adetiba - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Abstract An existing Nomadic Base Transceiver Station (NomadicBTS) architecture
designed and implemented in the literature was built on software defined radio technology …

Performance Analysis of Cooperative Spectrum Sensing using Empirical Mode Decomposition and Artificial Neural Network in Wireless Regional Area Network

S Jain, AK Yadav, R Kumar… - Recent Advances in …, 2024 - benthamdirect.com
Background: Radio spectrum is natural and the most precious means in wireless
communication systems. Optimal spectrum utilization is a key concern for today's cutting …

Role of neural networks in improving communication performance during black-hole attack in MANET

M Sharma, M Singh - AIP Conference Proceedings, 2024 - pubs.aip.org
Nodes that can both transmit and receive messages are necessary for communication.
Intermediary nodes may be used by nodes that are communicating with each other. As the …

Compact automatic modulation recognition using over-the-air signals and FOS features

E Adetiba, FJ Olaloye, A Abayomi, N Faruk… - Bulletin of Electrical …, 2022 - beei.org
The recent deployment of automatic modulation recognition (AMR) for cognitive radio (CR)
systems has significantly enhanced spectrum sensing capabilities. The utilization of real …

Identification of spectrum holes using ANN model for cognitive radio applications

S Pattanayak, R Nandi - Eurocon 2013, 2013 - ieeexplore.ieee.org
With the burgeoning popularity & necessity of all things wireless, the radio spectrum has
become a scarce utility; cognitive radio (CR) is now the relevant technology under …

Aggregate interference prediction based on back-propagation neural network

Y Zhao, L Shi, X Guo, C Sun - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In dynamic spectrum access (DSA) scenarios, dense and complex deployment (eg, in
nonuniform or unknown radio propagation environment) of secondary systems (SSs) will …