A Fully-Parallel LDPC Decoder Architecture Using Probabilistic Min-Sum Algorithm for High-Throughput Applications
| Autor: | Yang, Jeng-Da, 楊政達 |
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| Rok vydání: | 2013 |
| Druh dokumentu: | 學位論文 ; thesis |
| Popis: | 101 In this thesis, we propose a Probabilistic Normalized Min-Sum Algorithm (PNMSA) for low-density parity-check (LDPC) decoders, where a probabilistic second minimum value is used in the check-node processing. Simulation results show that the proposed algorithm only introduces a minor performance degradation compared to the original normalized Min-Sum Algorithm. Based on the PNMSA, a fully-parallel decoder architecture is devised, where the check-node processing is implemented using several subunits and an efficient method is proposed to exchange messages between these subunits. With a carefully-chosen normalization factor, a satisfactory error-rate performance can be achieved using a lower number of quantization bits. In addition, look-up-table-based comparison with lower complexity is used to implement the check-node units. The proposed decoder was implemented using a 90-nm 1P9M CMOS process. Post-layout results show that the decoder occupies an area of 7.97 mm^2, achieves a throughput of 223.8-Gbps, and an energy efficiency of 14.9 pJ/bit. |
| Databáze: | Networked Digital Library of Theses & Dissertations |
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