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Taejoon Kim

2 accepted papers

2023

Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning

ICML 2023poster

The design of codes for feedback-enabled communications has been a long-standing open problem. Recent research on non-linear, deep learning-based coding schemes have demonstrated significant improvements in communication reliability over linear codes, but are still vulnerable to the presence of forw…

Cited by 10Source ↗PDF ↗Scholar ↗
2019

Compressive Sensing with Applications to Millimeter-wave Architectures

ICASSP 2019accepted

To make the system available at low-cost, millimeter-wave (mmWave) multiple-input multiple-output (MIMO) architectures employ analog arrays, which are driven by a limited number of radio frequency (RF) chains. One primary challenge of using large hybrid analog-digital arrays is that the digital base…

Cited by 0Source ↗Scholar ↗