[HTML][HTML] A Review of Research on Spectrum Sensing Based on Deep Learning
Y Zhang, Z Luo - Electronics, 2023 - mdpi.com
In recent years, with the rapid development in wireless communication and 5G networks, the
rapid growth in mobile users has been accompanied by an increasing demand for the …
rapid growth in mobile users has been accompanied by an increasing demand for the …
Siegel distance-based fusion strategy and differential evolution algorithm for cooperative spectrum sensing
J Zhuang, Y Wang, S Peng, S Zhang, Y Liu - Digital Signal Processing, 2023 - Elsevier
Cooperative spectrum sensing (CSS) offers cognitive radio networks a promising solution to
efficiently address the issue of spectrum scarcity. To enhance the detection performance of …
efficiently address the issue of spectrum scarcity. To enhance the detection performance of …
Distributed spectrum sensing for iot networks: Architecture, challenges, and learning
Spectrum sensing is believed to be a prominent solution to spectrum scarcity caused by the
presence of a large number of devices, particularly in Internet of Things (IoT) applications …
presence of a large number of devices, particularly in Internet of Things (IoT) applications …
[HTML][HTML] Maximizing Energy Efficiency in hybrid overlay-underlay cognitive radio networks based on energy harvesting-cooperative spectrum sensing
Y Liu, X Qin, Y Huang, L Tang, J Fu - Energies, 2022 - mdpi.com
Spectrum demand has increased with the rapid growth of wireless devices and wireless
service usage. The rapid development of 5G smart cities and the industrial Internet of Things …
service usage. The rapid development of 5G smart cities and the industrial Internet of Things …
Node embedding for security-aware clustering of mobile information-centric sensor networks
A Gharib, M Ibnkahla - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In cluster-based information-centric wireless sensor networks (ICWSNs), mobile sensor
nodes are grouped into clusters in rounds. In each cluster, a cluster head (CH) is selected …
nodes are grouped into clusters in rounds. In each cluster, a cluster head (CH) is selected …
Quick cooperative spectrum sensing in cognitive unmanned aerial vehicles networks
J Wu, J Zhang - Transactions on Emerging …, 2022 - Wiley Online Library
In cognitive unmanned aerial vehicles (UAVs) networks (CUAVNs), cooperative spectrum
sensing (CSS) has been recognized as a key technology to enable UAVs to detect spectrum …
sensing (CSS) has been recognized as a key technology to enable UAVs to detect spectrum …
A Review on Reinforcement Learning enabled Cooperative Spectrum Sensing
TTH Pham, S Cho - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
As the number of devices joining the network explodes, new radio frequency spectrum
bands are in greater demand. It is envisaged that cognitive radio networks would solve this …
bands are in greater demand. It is envisaged that cognitive radio networks would solve this …
Enhance the Probability of Detection of Cooperative Spectrum Sensing in Cognitive Radio Networks Using Blockchain Technology
D Balakumar, N Sendrayan - Journal of Electrical and …, 2023 - Wiley Online Library
Cognitive radio (CR) is the best way to improve the efficiency of spectrum consumption for
wireless multimedia communications. Spectrum sensing, which allows legitimate secondary …
wireless multimedia communications. Spectrum sensing, which allows legitimate secondary …
Scalable learning-based heterogeneous multi-band multi-user cooperative spectrum sensing for distributed IoT systems
The emerge of Internet of Things (IoT) brings up revolutionary changes to wireless
communications. Cognitive radio (CR) can be seen as one of the prominent solutions to …
communications. Cognitive radio (CR) can be seen as one of the prominent solutions to …
A multi‐agent reinforcement learning anti‐jamming method with partially overlapping channels
Y Zhang, L Jia, N Qi, Y Xu, X Chen - IET Communications, 2021 - Wiley Online Library
This paper investigates the problem of multi‐user anti‐jamming channel access with
partially overlapping channels (POC). Compared with traditional anti‐jamming systems that …
partially overlapping channels (POC). Compared with traditional anti‐jamming systems that …