Quantization Reconstruction Based LDPC Decoders
Luca D'Elia
Quantization Reconstruction Based LDPC Decoders.
Rel. Guido Masera, Guido Montorsi, Vincenzo Petrolo. Politecnico di Torino, Master of science program in Electronic Engineering, 2024
|
Preview |
PDF (Tesi_di_laurea)
- Thesis
Licence: Creative Commons Attribution Non-commercial No Derivatives. Download (4MB) | Preview |
Abstract
Nowadays, digital communication requires extremely high standards in terms of latency for channel decoding. Therefore, different techniques are investigated to combine high frequency within limited hardware resources of FPGAs and ASICs and as a result, there is a preference for decoder with low bit width. The Low-Density Parity-Check (LDPC) codes have found wide use in multiple implementation contexts, especially in wireless communication system for its reliability in correcting errors while maintaining a high code rate. The focus is concentrated on keep good correction capacity by using a reduced bit width, with the intention to meet the requirements of low latency and area.
Several design solutions to reduce bit width have been explored, and one in particular, which relies on the use of Quantization and Reconstruction units, has shown good results in terms of the trade-off between complexity and performances
Publication type
URI
![]() |
Modify record (reserved for operators) |
