Flexible non-binary LDPC decoding on FPGAs
João Andrade, Gabriel Falcão, Vitor M. M. da Silva, Kenta Kasai · 2014
Despite their ability to reach within the channel capacity in shorter codeblock lengths, non-binary LDPC codes have a higher decoding complexity that poses non-trivial barriers to their generalized adoption at algorithmic and compute-intensive levels. In this work, we propose a programmable FFT-SPA decoder that delivers high decoding throughput at low power consumptions, while retaining a design flexibility at the system level which surpasses typical VLSI descriptions, guaranteeing quick retargeting and prototyping of variants of this family of signal processing algorithms with effective decoding throughputs of up to 1 Mbit/s and potential throughputs of dozens of Mbit/s.