Title :
A Comparison of Rateless Codes at Short Block Lengths
Author :
Li, Haoming ; Marsland, Ian D.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON
Abstract :
Raptor codes and rate-compatible low-density parity-check (RC-LDPC) codes have drawn much attention in recent years as they can approach channel capacity without requiring channel information at the transmitter. Raptor codes have been shown to uniformly approach the binary-input AWGN channel capacity, especially at low SNR´s, whereas RC-LDPC codes have the potential to provide higher throughput than Raptor codes at high SNR´s. In this paper, we use different message word sizes to compare the throughput of three rateless codes, namely, Raptor codes, rate-compatible irregular repeat-accumulate (RC-IRA) codes, and the rate-compatible quasi-cyclic LDPC (RC/QC-LDPC) codes proposed in the 3GPP2 and 802.20 standards. The comparison is focused on short message word lengths under 16-symbol quadrature amplitude modulation (16-QAM). The simulation results in the AWGN channel show that RC-IRA and RC/QC-LDPC codes outperform Raptor codes at high SNR´s. Under frequency flat Rayleigh fading channels, RC-IRA codes outperform RC/QC-LDPC codes at high SNR´s and perform slightly worse at low SNR´s. We also show that for short block lengths, the throughput of RC-IRA codes is not particularly sensitive to the mother code rate, the belief propagation (BP) algorithm scheduling, the existence of parallel edges during check node combining, and the symbol degree distribution (for fixed average left degree).
Keywords :
AWGN channels; Rayleigh channels; parity check codes; RC/QC-LDPC codes; Raptor codes; SNR; belief propagation algorithm scheduling; binary-input AWGN channel; channel capacity; channel information; frequency flat Rayleigh fading channels; parallel edges; quadrature amplitude modulation; rate-compatible irregular repeat-accumulate codes; rate-compatible low-density parity-check codes; rate-compatible quasicyclic LDPC; short block lengths; short message word lengths; transmitter; AWGN channels; Belief propagation; Channel capacity; Code standards; Fading; Frequency; Parity check codes; Quadrature amplitude modulation; Throughput; Transmitters;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.841