Robust Deep Radio Frequency Spectrum Learning for Future Wireless Communications Systems

Robust Deep Radio Frequency Spectrum Learning for Future Wireless Communications Systems

Intelligent capabilities are of utmost importance in future wireless communication systems. For optimum resource utilization, wireless communication systems require knowledge of the prevalent situation in a frequency band through learning. To learn appropriately, it is imperative for practitioners t...

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Bibliographic Details
Main Authors: Damilola Adesina, Joshua Bassey, Lijun Qian
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Radio frequency learning
signal-to-noise ratio
training and testing strategy
spectrum data
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/9164974/

Internet

https://ieeexplore.ieee.org/document/9164974/

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