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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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Hierarchical Cooperative LSTM-Based Spectrum Sensing
IEEE Communications Letters, 2023Dimpal Janu +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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Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks
IEEE Transactions on Wireless Communications, 2009Wei Zhang +2 more
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Threshold optimization of cooperative spectrum sensing in cognitive radio networks
Radio Science, 2013Xin Liu, Min Jia
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International Journal of Satellite Communications and Networking, 2017
Min Jia, Xin Liu, Xuemai Gu
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Min Jia, Xin Liu, Xuemai Gu
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Adaptive Random Access for Cooperative Spectrum Sensing in Cognitive Radio Networks
IEEE Transactions on Wireless Communications, 2015Dong-Jun Lee
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