Title :
High-Throughput LDPC Decoder on Low-Power Embedded Processors
Author :
Le Gal, Bertrand ; Jego, Christophe
Author_Institution :
IMS Lab., Univ. of Bordeaux, Talence, France
Abstract :
Real-time efficient implementations of LDPC decoders have long been considered exclusively reachable using dedicated hardware architectures. Attempts to implement LDPC decoders on CPU and GPU devices have lead to high power consumptions as well as high processing latencies that are incompatible with most embedded and mobile transmission systems. In this letter, we propose ARM-based decoders that go from 50 to 100 Mbps while executing 10 layered-decoding iterations. We hereby demonstrate that efficient LDPC decoders can be implemented on a low-power programmable architecture. The proposed decoders are competitive with recent GPU related works. Therefore, software LDPC decoders constitute a response to software defined radio constraints.
Keywords :
decoding; embedded systems; graphics processing units; low-power electronics; microcontrollers; parity check codes; 10-layered-decoding iterations; ARM-based decoders; CPU devices; GPU devices; hardware architectures; high-throughput LDPC decoder; latencies; low-density parity check code; low-power embedded processors; low-power programmable architecture; Decoding; Graphics processing units; Parity check codes; Power demand; Throughput; ARM processor; LDPC; SIMD; multi-core;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2015.2477081