A 4.86-pJ/b Energy-Efficient Fully Parallel Stochastic LDPC Decoder With Two-Stage Shared Memory
A 4.86-pJ/b Energy-Efficient Fully Parallel Stochastic LDPC Decoder With Two-Stage Shared Memory
Abstract:
The complex calculations of the low-density parity-check (LDPC) decoder result in significant energy and hardware consumption. To solve the challenge, this brief describes a fully parallel stochastic LDPC decoder with a two-stage shared memory (TSM) variable node (VN). To enhance cost efficiency, our design incorporates a shared low-cost random number generator (RNG) for all 2160 variable nodes. We introduce a TSM VN function, which demonstrates faster convergence and reduced hardware overhead in comparison with the existing methods. We have taped out the (2160, 1760) stochastic LDPC decoder in an 85-nm process. The measurement results exhibit that the proposed design achieves a throughput of 57.6 Gb/s, an efficiency of 33.68 Gb/mm², and a power efficiency of 4.86 pJ/b, underlining superior performance in terms of decoding throughput, hardware efficiency, and energy conservation.
