274 citations · 354 across the 4 of their papers we have counts for
5 papers
Deep Learning for Decoding of Linear Codes - A Syndrome-Based Approach
Amir Bennatan, Yoni Choukroun, Pavel Kisilev
We present a novel framework for applying deep neural networks (DNN) to soft decoding of linear codes at arbitrary block lengths. Unlike other approaches, our framework allows unco…
Soft-Decoding-Based Strategies for Relay and Interference Channels: Analysis and Achievable Rates Using LDPC Codes
Amir Bennatan, Shlomo Shamai, A. Robert Calderbank
We provide a rigorous mathematical analysis of two communication strategies: soft decode-and-forward (soft-DF) for relay channels, and soft partial interference-cancelation (soft-I…
On Maximizing Coverage in Gaussian Relay Networks
Vaneet Aggarwal, Amir Bennatan, A. Robert Calderbank
Results for Gaussian relay channels typically focus on maximizing transmission rates for given locations of the source, relay and destination. We introduce an alternative perspecti…
On the Fading Paper Achievable Region of the Fading MIMO Broadcast Channel
Amir Bennatan, David Burshtein
We consider transmission over the ergodic fading multi-antenna broadcast (MIMO-BC) channel with partial channel state information at the transmitter and full information at the rec…
Design and Analysis of Nonbinary LDPC Codes for Arbitrary Discrete-Memoryless Channels
Amir Bennatan, David Burshtein
We present an analysis, under iterative decoding, of coset LDPC codes over GF(q), designed for use over arbitrary discrete-memoryless channels (particularly nonbinary and asymmetri…