Recent Advances in Deep Learning for Channel Coding: A Survey
T Matsumine, H Ochiai - arXiv preprint arXiv:2406.19664, 2024 - arxiv.org
This paper provides a comprehensive survey on recent advances in deep learning (DL)
techniques for the channel coding problems. Inspired by the recent successes of DL in a …
techniques for the channel coding problems. Inspired by the recent successes of DL in a …
Region-Specific Coarse Quantization with Check Node Awareness in 5G-LDPC Decoding
This paper presents novel techniques for improving the error correction performance and
reducing the complexity of coarsely quantized 5G-LDPC decoders. The proposed decoder …
reducing the complexity of coarsely quantized 5G-LDPC decoders. The proposed decoder …
[PDF][PDF] Enhancing 5G LTE communications: A novel LDPC decoder for next-generation systems
DY Venkatesh, K Mallikarjunaiah… - Inf. Dyn …, 2024 - library.acadlore.com
The advent of fifth-generation (5G) long-term evolution (LTE) technology represents a critical
leap forward in telecommunications, enabling unprecedented high-speed data transfer …
leap forward in telecommunications, enabling unprecedented high-speed data transfer …