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cs.IT2020
Iterative Error Decimation for Syndrome-Based Neural Network Decoders
Jorge Kysnney Santos Kamassury, Danilo Silva
In this letter, we introduce a new syndrome-based decoder where a deep neural network (DNN) estimates the error pattern from the reliability and syndrome of the received vector. Th…
cs.IT2019
Optimization of Integer-Forcing Precoding for Multi-User MIMO Downlink
Ricardo Bohaczuk Venturelli, Danilo Silva
Integer-forcing (IF) precoding is an alternative to linear precoding for multi-user (MU) multiple-input-multiple-output (MIMO) channels, with the potential to offer superior perfor…
cs.IT2019
Efficient Scheduling for the Massive Random Access Gaussian Channel
Gustavo Kasper Facenda, Danilo Silva
This paper investigates the massive random access Gaussian channel with a focus on small payloads. For this problem, grant-based schemes have been regarded as inefficient due to th…