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05/22/2020
Spatial Indexing for System-Level Evaluation of 5G Heterogeneous Cellular Networks
System level simulations of large 5G networks are essential to evaluate ...
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02/28/2020
High Rate Communication over One-Bit Quantized Channels via Deep Learning and LDPC Codes
This paper proposes a method for designing error correction codes by com...
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09/24/2019
Autoencoder-Based Error Correction Coding for One-Bit Quantization
This paper proposes a novel deep learning-based error correction coding ...
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03/15/2019
Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning
We aim to jointly optimize the antenna tilt angle, and the vertical and ...
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11/02/2018
One-Bit OFDM Receivers via Deep Learning
This paper develops novel deep learning-based architectures and design m...
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01/02/2018