28 citations · 31 across the 5 of their papers we have counts for
4 papers · 1 filter
Spatial Indexing for System-Level Evaluation of 5G Heterogeneous Cellular Networks
Roohollah Amiri, Eren Balevi, Jeffrey G. Andrews +1
System level simulations of large 5G networks are essential to evaluate and design algorithms related to network issues such as scheduling, mobility management, interference manage…
High Rate Communication over One-Bit Quantized Channels via Deep Learning and LDPC Codes
Eren Balevi, Jeffrey G. Andrews
This paper proposes a method for designing error correction codes by combining a known coding scheme with an autoencoder. Specifically, we integrate an LDPC code with a trained aut…
Autoencoder-Based Error Correction Coding for One-Bit Quantization
Eren Balevi, Jeffrey G. Andrews
This paper proposes a novel deep learning-based error correction coding scheme for AWGN channels under the constraint of one-bit quantization in the receivers. Specifically, it is…
One-Bit OFDM Receivers via Deep Learning
Eren Balevi, Jeffrey G. Andrews
This paper develops novel deep learning-based architectures and design methodologies for an orthogonal frequency division multiplexing (OFDM) receiver under the constraint of one-b…