A Self-Supervised Method for Accelerated Training of Neural Communication Receivers
Explore the source record for details and available documents.
Cooke, Corey↗
Engineering topics
Cooke, Corey
Publications and source records attributed to Cooke, Corey.
Differentiable Channels Are All You Need
Mobile wireless communication systems must adapt to and compensate for time-varying propagation paths. The process of performing compensation in the receiver for said effects is known as equalization. We seek an improved method for optimizing the reliability of said wireless links to minimize outage probability. A method based on machine learning, specifically deep learning, has the potential to allow for greater flexibility and robustness against unforeseen channel conditions. In this report we investigate the performance of a prior method in the literature with minor modifications.
97 MATHEMATICS AND COMPUTING↗
Flaming Moe
Current clamp measurements collected on various small electronic devices. Details on the data set can be found in J. M. Vann, T. P. Karnowski, R. Kerekes, C. D. Cooke and A. L. Anderson, A Dimensionally Aligned Signal Projection for Classification of Unintended Radiated Emissions, in IEEE Transactions on Electromagnetic Compatibility, vol. 60, no. 1, pp. 122-131, Feb. 2018, doi: 10.1109/TEMC.2017.2692962.
24 POWER TRANSMISSION AND DISTRIBUTION↗