On turbo code decoder performance in optical-fiber communication systems with dominating ASE noise

被引:32
作者
Cai, Y [1 ]
Morris, JM [1 ]
Adali, T [1 ]
Menyuk, CR [1 ]
机构
[1] Univ Maryland Baltimore Cty, Dept Comp Sci & Elect Engn, Baltimore, MD 21250 USA
关键词
amplified spontaneous emission noise; forward error correction; MAP decoding; optical-fiber communication;
D O I
10.1109/JLT.2003.809543
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we study the effects of different ASE noise models on the performance of turbo code (TC) decoders. A soft-decoding algorithm, the Bahl, Cocke, Jelinek, and Raviv (BCJR) decoding algorithm [1], is generally used in the TC decoders. The BCJR algorithm is a maximum a posteriori probability (MAP) algorithm, and is very sensitive to the noise statistics. The Gaussian approximation of the ASE noise is widely used in the study of optical-fiber communication systems [2]-[8], and there exist standard TCs for additive white Gaussian noise (AWGN) channels. We show that using a MAP decoding algorithm based on the Gaussian noise assumptions, however, may significantly degrade the TC decoder performance in an optical-fiber channel with non-Gaussian ASE noise. To take full advantage of TC, the accurate noise statistics in optical-fiber transmissions should be used in the MAP decoding algorithm.
引用
收藏
页码:727 / 734
页数:8
相关论文
共 17 条
[1]  
AITSAB O, 2000, OFC IOOC 00
[2]  
AITSAB O, 2001, OFC IOOC 00
[3]   OPTIMAL DECODING OF LINEAR CODES FOR MINIMIZING SYMBOL ERROR RATE [J].
BAHL, LR ;
COCKE, J ;
JELINEK, F ;
RAVIV, J .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (02) :284-287
[4]   MARGIN MEASUREMENTS IN OPTICAL AMPLIFIER SYSTEMS [J].
BERGANO, NS ;
KERFOOT, FW ;
DAVIDSON, CR .
IEEE PHOTONICS TECHNOLOGY LETTERS, 1993, 5 (03) :304-306
[5]  
BERROU C, 1993, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS 93 : TECHNICAL PROGRAM, CONFERENCE RECORD, VOLS 1-3, P1064, DOI 10.1109/ICC.1993.397441
[6]  
CAI Y, 2001, THESIS U MARYLAND BA
[7]  
CAI Y, 2001, P C INF SCI SYST BAL
[8]  
CAI Y, 2001, OFC IOOC 01
[9]  
CAI Y, 2001, CLEO QELS 01
[10]   Accurate calculation of eye diagrams and bit error rates in optical transmission systems using linearization [J].
Holzlöhner, R ;
Grigoryan, VS ;
Menyuk, CR ;
Kath, WL .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2002, 20 (03) :389-400