Spectrum Sensing using Deep Learning

Shashwat Srivastava

Provided a solution to spectrum sensing using deep learning, utilizing a CNN-based approach with spectrogram images.
Conducted comprehensive testing on self-made synthetic as well as real-life data to ensure accuracy and robustness.
Investigated GoogleNet-based transfer learning approach to further enhance the model’s performance and adaptability.
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Posted Dec 6, 2024

Spectrum sensing using deep learning, utilizing a CNN-based approach with spectrogram images.

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