Search Results for author: Bertrand Hochwald

Found 3 papers, 0 papers with code

Deep Multi-Emitter Spectrum Occupancy Mapping that is Robust to the Number of Sensors, Noise and Threshold

no code implementations27 Nov 2022 Abbas Termos, Bertrand Hochwald

We show that such a system may be designed with neural networks using a process of aggregation to allow a variable number of sensors during training and testing.

Training-Based Equivalence Relations in Large-Scale Quantized Communication Systems

no code implementations2 Dec 2020 Kang Gao, J. Nicholas Laneman, Jonathan Chisum, Ralf Bendlin, Aditya Chopra, Bertrand Hochwald

We show that a quantized large-scale system with unknown parameters and training signals can be analyzed by examining an equivalent system with known parameters by modifying the signal power and noise variance in a prescribed manner.

Quantization Information Theory Information Theory

Analyzing Training Using Phase Transitions in Entropy---Part I: General Theory

no code implementations2 Dec 2020 Kang Gao, Bertrand Hochwald

We analyze phase transitions in the conditional entropy of a sequence caused by a change in the conditional variables or input distribution.

One-Shot Learning Information Theory Information Theory

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