LSTM autoencoder aided estimation of primary activity statistics under imperfect sensing

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On sensing performance of multi-antenna mobile cognitive radio conditioned on primary user activity statistics

B Soni, DK Patel, Z Ding, YL Guan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In limited space scenarios, the antennas in a multiantenna cognitive radio (CR) system are
closely spaced and often experience correlation among them. In this paper, the sensing …
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Impact of mobility on the estimation of primary channel activity statistics

S Shah, DK Patel, B Soni… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
Dynamic Spectrum Access (DSA)/Cognitive Radio (CR) has emerged as an effective
paradigm to solve problem of inefficient spectrum utilization. Spectrum sensing is the key in …
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