Core Concepts
Generalized LDPC with polar-like component (GLDPC-PC) codes demonstrate promising error correction performance and manageable complexity, which can be further optimized for practical 6G communication systems.
Abstract
This article provides an overview of the potential channel codes for 6G communications, focusing on the development of next-generation channel codes based on low-density parity-check (LDPC) and polar frameworks.
The key highlights are:
LDPC codes and polar codes have been adopted as standard channel codes for 5G, but their limitations in achieving ultra-high throughput, ultra-low latency, and ultra-high reliability required by 6G prompt the need for further advancements in channel coding.
The authors explore the possibility of developing next-generation channel codes by combining the strengths of LDPC and polar coding, introducing a novel concept called generalized LDPC with polar-like component (GLDPC-PC) codes.
GLDPC-PC codes utilize polar codes as the component codes within the GLDPC code structure. This combination allows GLDPC-PC codes to leverage the excellent error correction performance of polar codes while maintaining the flexibility and low complexity of LDPC decoding.
Simulation results demonstrate that GLDPC-PC codes outperform 5G LDPC and polar codes in terms of block error rate (BLER) performance, especially at moderate to high signal-to-noise ratios, and exhibit no apparent error floor.
The authors discuss the opportunities and challenges of GLDPC-PC codes for practical applications in 6G communication systems, including their potential for ultra-reliability, backward compatibility, parallel decoding, and diverse application scenarios, as well as the need for further research on code structure design, encoding/decoding complexity, and decoding latency.
Stats
"GLDPC-PC codes achieve about 0.7 dB gain at a BLER of 10^-7 compared to 5G LDPC codes."
"The average number of iterations Iavg for decoding GLDPC-PC codes is approximately one-third of that for 5G LDPC codes."
Quotes
"GLDPC-PC codes have shown the potential to enable waterfall region down to 10^-8 or below, which is in line with the demand for future ultra-reliable communication."
"GLDPC-PC codes can make full use of the LDPC and polar decoder in the existing system to perform decoding without cramming a dedicated decoder on the same chip, which is very friendly to hardware implementations."