研究目的
Surveying the most relevant publications made in the past decade to programmable LDPC decoders, assessing the advantages and disadvantages of parallel architectures and data-parallel programming models, and exploring the design space regarding key characteristics of the underlying code and decoding algorithm features.
研究成果
The paper concludes that LDPC decoders on programmable hardware can mostly be applied to simulation purposes, with notable exceptions achieving real-time compliant levels. It highlights the suitability of LLR-based decoding algorithms with fixed-point data representation for high throughput and low latency. The survey also points to the untapped potential of LDPC decoders in reconfigurable hardware using high-level synthesis programming models.
研究不足
The survey is limited to programmable LDPC decoders and does not cover dedicated hardware solutions in depth. It also focuses on the past decade's publications, potentially missing earlier or very recent advancements.