DocumentCode :
846007
Title :
Accurate evaluation of bit-error rates of optical communication systems using the Gram-Charlier series
Author :
Nazarathy, Moshe
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
Volume :
54
Issue :
2
fYear :
2006
Firstpage :
295
Lastpage :
301
Abstract :
The probability densities and cumulative distribution functions of decision statistics of optical communications systems are expanded as a Gram-Charlier (G-C) series, leading to arbitrarily accurate systematic evaluation of bit-error rates (BERs) and optimal decision thresholds of optical communication systems. The method displays negligible computational complexity and is applicable whenever the moment or cumulant generating functions of the decision statistics are analytically available. We applied the technique to a birth-and-death Markovian model of a direct-detection receiver with optical preamplifier in a two-level amplitude-shift keying system. The modal expansion series rapidly converged, whereas the alternative saddlepoint approximation method predicted a BER which deviated by 7% from the G-C result.
Keywords :
Markov processes; amplitude shift keying; computational complexity; error statistics; optical communication; probability; statistical analysis; BER; Gram-Charlier series; Markovian model; bit error rates; computational complexity; cumulative distribution; decision statistics; direct detection receiver; expansion series; optical communication systems; optical preamplifier; probability density; two-level amplitude-shift keying system; Bit error rate; Computational complexity; Displays; Distribution functions; Optical fiber communication; Optical receivers; Preamplifiers; Probability; Statistical analysis; Statistical distributions; Bit-error rate (BER); Gram–Charlier (G–C) series; Hermite–Gaussian polynomials; detection threshold; optical communication; optical receiver; saddlepoint approximation (SPA);
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2005.863732
Filename :
1599602
Link To Document :
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