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An Improved Double-Threshold Cooperative Spectrum Sensing
2011Cognitive Radio is becoming a hot research topic in wireless communication field now, in which the spectrum sensing is one of the most critical technologies. In the double-threshold cooperative spectrum sensing, the fusion center collects the local decisions and observational values of the secondary users, and then makes the final decision to determine
Dengyin Zhang, Hui Zhang
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Reinforcement Learning-Based Cooperative Spectrum Sensing
2019In cognitive radio (CR) networks, the detection result of a single user is susceptible due to shadowing and multipath fading. In order to find an idle channel, the secondary user (SU) should detect channels in sequence, while the sequential detection may cause excessive overhead and access delay.
Wenli Ning +4 more
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Robust DNN-Enabled Cooperative Spectrum Sensing
2024 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)In this contribution, we investigate cooperative spectrum sensing in cognitive radio networks using a deep neural network approach. Our proposed architecture leverages the strengths of both a one dimentional convolutional neural network and a bidirectional long short-term memory network.
Serghini, Omar +3 more
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Spectrum Sensing in Cogintive Radio Using Cooperative Spectrum Sensing
2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), 2023S Sivaranjani +4 more
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Cooperative Wideband Spectrum Sensing
2021Kamal M. Captain, Manjunath V. Joshi
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Hierarchical Cooperative LSTM-Based Spectrum Sensing
IEEE Communications Letters, 2023Dimpal Janu +3 more
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Cooperative Spectrum Sensing Method against Spectrum Sensing Data Falsification Attack.
IEICE Proceeding Series, 2023Xiaojun, Wu +5 more
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Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks
IEEE Transactions on Wireless Communications, 2009Ranjan K Mallik, Khaled Ben Letaief
exaly

