Title :
Greedy Check Allocation for Irregular LDPC Codes Optimization in Multicarrier Systems
Author :
Mahmood, Asad ; Jaffrot, Emmanuel
Author_Institution :
Dept. UEI, Ecole Nationale Superieure de Techniques Avancees, Paris
Abstract :
The capacity approaching performances (Richardson et al., 2001) of different types of low density parity check (LDPC) codes have led them to undergo extensive research in recent years. Along with asymptotic performances analysis, the optimization of ´irregularity´ profile for different channels and the performance analysis of practical finite-length codes has also been extensively explored. With multi-carrier communications becoming the physical layer choice for many emerging wireless systems, a feasible solution for optimizing the irregularity profile of irregular LDPC codes for a frequency selective channel is a problem of particular importance and interest. This paper proposes a simple-to-implement greedy ´check´ allocation (GCA) based method for the construction of BER-optimized irregular LDPC codes using the criterion of Gallager upper bound (Gallager, 1962) for probabilistic decoding. A comparison of our GCA algorithm with some existing works (Mannoni et al., 2002) on the irregular LDPC codes optimization for multicarrier systems based on the classical Gaussian approximation of the ´density evolution´ approach, shows that the same irregularity behavior can be achieved with a much simpler method.
Keywords :
optimisation; parity check codes; asymptotic performance analysis; classical Gaussian approximation; density evolution approach; finite-length codes; frequency selective channel; greedy check allocation; irregular LDPC codes optimization; irregularity profile; low density parity check codes; multicarrier communications; multicarrier systems; physical layer choice; probabilistic decoding; wireless systems; Approximation algorithms; Bit error rate; Communications Society; Decoding; Frequency; Optimization methods; Parity check codes; Performance analysis; Physical layer; Upper bound;
Conference_Titel :
Wireless Communications and Networking Conference, 2007.WCNC 2007. IEEE
Conference_Location :
Kowloon
Print_ISBN :
1-4244-0658-7
Electronic_ISBN :
1525-3511
DOI :
10.1109/WCNC.2007.132