Optimal wideband sequential sensing in cognitive radios via deep reinforcement learning
Abstract In cognitive radios, wideband sequential sensing plays an important role, which is able to quickly identify temporary available transmission opportunities by adaptively allocating sensing resources. This paper proposes a Markov decision process for modelling the optimal control of sequentia...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2023-04-01
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| Series: | Electronics Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/ell2.12738 |