[HTML][HTML] Analysis of spectrum sensing using deep learning algorithms: CNNs and RNNs

A Kumar, N Gaur, S Chakravarty, MH Alsharif… - Ain Shams Engineering …, 2024 - Elsevier
Spectrum sensing is a critical component of cognitive radio systems, enabling the detection
and utilization of underutilized frequency bands. Convolutional neural networks (CNNs) and …

Cooperative spectrum sensing based on LSTM-CNN combination network in cognitive radio system

L Li, W **e, X Zhou - IEEE Access, 2023 - ieeexplore.ieee.org
Cognitive radio (CR), as an emerging technology to improve the utilization of radio
spectrum, the fundamental of CR technology is spectrum sensing, due to the detection …

An Intelligent IoT-Based Smart Healthcare Monitoring System Using Machine Learning

R Krishnamoorthy, M Gupta, G Swathi… - 5G-Based Smart …, 2023 - taylorfrancis.com
One of the most significant phases of human life is health. Every society is paying more
consideration to and implementing knowledge in the areas of health and healthcare …

A Smart Multimodal Biomedical Diagnosis Based on Patient's Medical Questions and Symptoms

V Gunturu, R Krishnamoorthy, MA Begum… - 5G-Based Smart …, 2023 - taylorfrancis.com
The exponential increase of health-related digital data has given machine learning
algorithms a newfound ability to generate more meaningful insights. Information such as …

Enhancement of spectral access of optical OFDM system using cognitive radio

A Kumar, N Gaur - Journal of Optical Communications, 2023 - degruyter.com
This work presents the research on spectrum sensing in optical OFDM (orthogonal
frequency division multiplexing) systems. Spectrum sensing is crucial for cognitive radio …

Exploring and analyzing the role of hybrid spectrum sensing methods in 6G-based smart health care applications

A Kumar, R Kaur, N Gaur… - …, 2024 - pmc.ncbi.nlm.nih.gov
Background Researchers are focusing their emphasis on quick and real-time healthcare
and monitoring systems because of the contemporary modern world's rapid technological …

[HTML][HTML] Mini/micro uav detection in the presence of ism or spurious signals and an experimental application on an sdr

A Özkaner, Y Akça - Engineering Science and Technology, an International …, 2024 - Elsevier
Abstract In recent years, Mini/Micro UAVs have started to become a major concern and
threat to the public, which made the need of detection and classification of them inevitable …

Enhancing the power amplifier performance of an optical-OTFS modulation for optical communication system

A Kumar, N Gaur, M Mallam… - Journal of Optical …, 2025 - degruyter.com
Future wireless networks extensively employ the two-dimensional Optical-Orthogonal Time
Frequency Space (O-OTFS) modulation system due to its increased dependability, flexibility …

[HTML][HTML] Deep Learning-Based Spectrum Sensing for Cognitive Radio Applications

SE Abdelbaset, HM Kasem, AA Khalaf, AH Hussein… - Sensors, 2024 - mdpi.com
In order for cognitive radios to identify and take advantage of unused frequency bands,
spectrum sensing is essential. Conventional techniques for spectrum sensing rely on …

Spectrum sensing beyond 5G system: deep learning and conventional techniques analysis

A Kumar - Multimedia Tools and Applications, 2025 - Springer
The increase in wireless radio applications required a large amount of spectrum to provide a
high quality of services and continuous access. The scarcity of the spectrum is one of the …