Title :
A memory efficient serial LDPC decoder architecture
Author :
Prabhakar, Abhiram ; Narayanan, Krishna
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
We present a memory efficient serial low density parity check (LDPC) decoder that implements a modified sum product algorithm (SPA). The modification is similar to the approximate min constraint presented by C. Jones et al. (see IEEE Conf. Military Commun., MILCOM 2003, p.157-162, 2003) but differs in hardware implementation to suit a serial architecture. Our main contribution is the proposed architecture that exploits the min constraint to reduce the storage of extrinsic messages which forms the bulk of the hardware. The least reliable bit to check input along with the check sum are the only quantities stored in the decoder. Extrinsic message memory reduction increases with the rate of the code and up to 68% saving is achieved for a rate 9/10 code. Simulation results show that the proposed changes do not degrade the bit error rate performance.
Keywords :
decoding; network synthesis; parity check codes; approximate min constraint; bit error rate; decoder design; extrinsic message memory reduction; low density parity check code; memory efficient decoder architecture; serial LDPC decoder architecture; serial architecture; sum product algorithm; Additive white noise; Binary phase shift keying; Bit error rate; Decoding; Degradation; Hardware; Modulation coding; Parity check codes; Sum product algorithm; Throughput;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416235