Title :
Efficient DSP implementation of an LDPC decoder
Author :
Lechner, Gottfried ; Sayir, Jossy ; Rupp, Markus
Author_Institution :
Telecommun. Res. Center Vienna, Austria
Abstract :
We present a high performance implementation of a belief propagation decoder for decoding low-density parity-check (LDPC) codes on a fixed point digital signal processor. A simplified decoding algorithm was used and a stopping criteria for the iterative decoder was implemented to reduce the average number of required iterations. This leads to an implementation with increased throughput compared to other implementations of LDPC codes or turbo codes. This decoder is able to decode at 5.4 Mbps on a Texas Instruments TMS320C64xx DSP running at 600 MHz.
Keywords :
digital signal processing chips; fixed point arithmetic; iterative decoding; parity check codes; 5.4 Mbit/s; 600 MHz; DSP implementation; LDPC decoder; belief propagation decoder; decoder throughput increase; fixed point digital signal processor; iterative decoder stopping criteria; low-density parity-check codes; Belief propagation; Digital signal processing; Digital signal processors; Instruments; Iterative algorithms; Iterative decoding; Parity check codes; Signal processing algorithms; Throughput; Turbo codes;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326914