High Throughput GPU LDPC Encoder and Decoder for DVB-S2

被引:0
作者
Kun, David [1 ]
机构
[1] Aerosp Corp, 2310 E Segundo Blvd, El Segundo, CA 90245 USA
来源
2018 IEEE AEROSPACE CONFERENCE | 2018年
关键词
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Previous studies that used Graphics Processing Units (GPUs) to decode Low Density Parity Check (LDPC) codes for DVB-S2 employed inter-codeword parallelism and/or Turbo Decoding Message Passing (TDMP) to achieve high throughput. By converting the LDPC parity check matrix into a quasi-cyclic structure, we show that LDPC encoding can be efficiently implemented on a GPU, and a different approach to LDPC decoding with intra-codeword parallelism and early termination that can achieve approximately 100 Mbps increase in throughput per 0.1 dB increase in signal-to-noise ratio and, for some cases, achieve 1 Gbps or greater overall throughput.
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页数:9
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