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
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