Neural networks in wireless networks: Techniques, applications and guidelines
The design of modern wireless networks, which involves decision making and parameter
optimization, is quite challenging due to the highly dynamic, and often unknown …
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 …
increasing need of radio spectrum, albeit it being a precious but natural resource. The recent …
Maximum power point tracking techniques
An essential objective for many photovoltaic (PV) applications is represented by the so‐
called maximum power point tracking (MPPT). Under uniform irradiance and ambient …
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 …
(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 …
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 …
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 …
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
The recent deployment of automatic modulation recognition (AMR) for cognitive radio (CR)
systems has significantly enhanced spectrum sensing capabilities. The utilization of real …
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 …
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 …
nonuniform or unknown radio propagation environment) of secondary systems (SSs) will …