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Short block-length codes for ultra-reliable low latency communications
This article reviews state of the art channel coding techniques for URLLC. The stringent
requirements of URLLC services, such as ultrahigh reliability and low latency, have made it …
requirements of URLLC services, such as ultrahigh reliability and low latency, have made it …
Channel coding towards 6G: Technical overview and outlook
Channel coding plays a pivotal role in ensuring reliable communication over wireless
channels. With the growing need for ultra-reliable communication in emerging wireless use …
channels. With the growing need for ultra-reliable communication in emerging wireless use …
Deep learning methods for improved decoding of linear codes
The problem of low complexity, close to optimal, channel decoding of linear codes with short
to moderate block length is considered. It is shown that deep learning methods can be used …
to moderate block length is considered. It is shown that deep learning methods can be used …
Learning to decode linear codes using deep learning
A novel deep learning method for improving the belief propagation algorithm is proposed.
The method generalizes the standard belief propagation algorithm by assigning weights to …
The method generalizes the standard belief propagation algorithm by assigning weights to …
An iterative BP-CNN architecture for channel decoding
Inspired by the recent advances in deep learning, we propose a novel iterative belief
propagation-convolutional neural network (BP-CNN) architecture for channel decoding …
propagation-convolutional neural network (BP-CNN) architecture for channel decoding …
A survey on high-throughput non-binary LDPC decoders: ASIC, FPGA, and GPU architectures
Non-binary low-density parity-check (NB-LDPC) codes show higher error-correcting
performance than binary low-density parity-check (LDPC) codes when the codeword length …
performance than binary low-density parity-check (LDPC) codes when the codeword length …
High-throughput and energy-efficient VLSI architecture for ordered reliability bits GRAND
Ultrareliable low-latency communication (URLLC), a major 5G new-radio (NR) use case, is
the key enabler for applications with strict reliability and latency requirements. These …
the key enabler for applications with strict reliability and latency requirements. These …
Automorphism ensemble decoding of Reed–Muller codes
Reed–Muller (RM) codes are known for their good maximum likelihood (ML) performance in
the short block-length regime. Despite being one of the oldest classes of channel codes …
the short block-length regime. Despite being one of the oldest classes of channel codes …
RNN decoding of linear block codes
Designing a practical, low complexity, close to optimal, channel decoder for powerful
algebraic codes with short to moderate block length is an open research problem. Recently …
algebraic codes with short to moderate block length is an open research problem. Recently …
Pruning and quantizing neural belief propagation decoders
We consider near maximum-likelihood (ML) decoding of short linear block codes. In
particular, we propose a novel decoding approach based on neural belief propagation …
particular, we propose a novel decoding approach based on neural belief propagation …