专题：Smart Systems and Machine Learning

This cluster of papers focuses on cognitive radio networks, machine learning, and smart technologies for applications such as spectrum handovers, smart farming, urban sustainability, IoT, and wireless sensor networks. It also addresses security techniques, energy efficiency, and social awareness in the context of cognitive radio networks.
最新文献
User Identification TVWS Using Machine Learning

conference-paper Full Text OpenAlex

Comparative Study of Machine Learning Approaches to Spectrum Sensing for Cognitive Radio in Dense IoT Environments

preprint Full Text OpenAlex

Spectrum Sensing in Cognitive Radio Internet of Things Networks: A Comparative Analysis of Machine and Deep Learning Techniques

article Full Text OpenAlex

Machine Learning-Based Spectrum Sensing in Cognitive Radio Networks: A Systematic Review

review Full Text OpenAlex

Spectrum Sensing Algorithm Based on Deep Belief Network and Bidirectional Long Short-term Memory Network in Cognitive Internet of Things

conference-paper Full Text OpenAlex

Deep Learning Techniques Deployed for Spectrum Sensing in Cognitive Radio Networks: A Review

other Full Text OpenAlex

Performing Hybrid Spectrum Sensing with an Adaptive and Attentive Multi-stacked Deep Learning Network in a Cognitive Radio Network

article Full Text OpenAlex

近5年高被引文献
Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey

article Full Text OpenAlex 85 FWCI9.4982

A review of deep learning techniques for enhancing spectrum sensing and prediction in cognitive radio systems: approaches, datasets, and challenges

article Full Text OpenAlex 20 FWCI3.3774

K-Nearest Neighbour (KNN) Algorithm based Cooperative Spectrum Sensing in Cognitive Radio Networks

conference-paper Full Text OpenAlex 15 FWCI3.3835

Machine Learning based Spectrum Prediction in Cognitive Radio Networks

conference-paper Full Text OpenAlex 13 FWCI3.9535

A novel spectrogram based lightweight deep learning for IoT spectrum monitoring

article Full Text OpenAlex 5 FWCI0.8444

Neural Network Algorithm for Predicting Spectrum Occupancy in Cognitive Radio Systems

conference-paper Full Text OpenAlex 5 FWCI1.5206

Spectrum Sensing in Cognitive Radio Internet of Things Networks: A Comparative Analysis of Machine and Deep Learning Techniques

article Full Text OpenAlex 3 FWCI12.5084

Machine Learning-Based Spectrum Sensing in Cognitive Radio Networks: A Systematic Review

review Full Text OpenAlex 3 FWCI0.5618

A Segmentation based Classification Model for Primary User Detection Using Deep Learning Techniques

article Full Text OpenAlex 2 FWCI0.2235

Machine Learning-based Spectrum Sensing Techniques for Optimized Spectrum Utilization in Cognitive Radio Networks

conference-paper Full Text OpenAlex 1 FWCI0.4548