High Throughput LDPC Decoder on GPU

作者：Lin Yong, Wensheng Niu · 发表于：IEEE Communications Letters · 年份：2014 · DOI：10.1109/lcomm.2014.010214.132406 · 被引用次数：29 · 研究领域：Error Correcting Code Techniques、Advanced Wireless Communication Techniques、Cooperative Communication and Network Coding

The available Lower Density Parity Check (LDPC) decoders on Graphics Processing Unit (GPU) do not simultaneously read and write contiguous data blocks in memory because of the random nature of LDPC codes. One of these two operations has to be performed using noncontiguous accesses, resulting in long access time. To overcome this issue, we designed a multi-codeword parallel decoder with fully coalesced memory access. To test the performance of the method, we applied the method using an 8-bit compact data. The experimental results demonstrated that the method achieved more than 550Mbps throughput on Compute Unified Device Architecture (CUDA) enabled GPU.