Title :
Multilevel LDPC-Coded High-Speed Optical Systems: Efficient Hard Decoding and Code Optimization
Author :
Gong, Chen ; Wang, Xiaodong
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Abstract :
We consider a multilevel coding scheme employing low-density parity-check (LDPC) codes and high-order modulations for high-speed optical transmissions, where the coherent receiver performs either parallel independent decoding (PID) or multistage decoding (MSD). To meet the severe complexity constraint imposed by the ultrahigh data rate of the emerging optical transmission systems, we focus on hard-decision decoding of LDPC codes. A new LDPC hard decoding method is developed, which is equivalent to the Gallager decoding algorithm B, but is more efficient in terms of circuit implementation, since no variable node degree information is needed. Two variants of this decoder is also proposed, which offers significant performance gain for finite-length codes. We optimize the system by allocating rates and designing profiles for component codes. Both numerical evaluations and simulation results show that the optimized multilevel coding systems with either PID or MSD substantially outperform the optimized single-level LDPC-coded system.
Keywords :
computational complexity; decoding; optical communication; parity check codes; Gallager decoding; code optimization; complexity constraint; finite-length codes; hard decoding; high-order modulation; high-speed optical transmission; low-density parity-check codes; multilevel LDPC-coded high-speed optical systems; multilevel coding scheme; multistage decoding; optical transmission systems; parallel independent decoding; Circuits; Decoding; Design optimization; High speed optical techniques; Modulation coding; Numerical simulation; Optical modulation; Optical receivers; Parity check codes; Performance gain; Code optimization; hard-decision decoding; low-density parity-check (LDPC) codes; multilevel coding; optical communications;
Journal_Title :
Selected Topics in Quantum Electronics, IEEE Journal of
DOI :
10.1109/JSTQE.2009.2034025