DocumentCode
933508
Title
Solving phase-noise Fokker-Planck equations using the motion-group Fourier transform
Author
Wang, Yunfeng ; Zhou, Yu ; Maslen, David Keith ; Chirikjian, Gregory S.
Author_Institution
Dept. of Mech. Eng., Coll. of New Jersey, USA
Volume
54
Issue
5
fYear
2006
fDate
5/1/2006 12:00:00 AM
Firstpage
868
Lastpage
877
Abstract
A quantity of importance in coherent optical communications is the probability density of a filtered signal in the presence of phase noise (PN). The Fokker-Planck(FP) approach has been recognized as a rigorous way to describe these statistical properties. However, computational difficulties in solving these FP equation shave prevented their widespread application. In this paper, we present a new and simple computational solution method based on techniques from noncommutative harmonic analysis on motion groups. This proposed method can easily solve all the PN FP equations with any kind of intermediate frequency filter. We also present a new derivation of PN FP equations from the viewpoint of stochastic processes.
Keywords
Fokker-Planck equation; Fourier transforms; filtering theory; harmonic analysis; optical communication; optical information processing; phase noise; stochastic processes; coherent optical communications; filtered signal; motion-group Fourier transform; noncommutative harmonic analysis; phase-noise Fokker-Planck equations; probability density; stochastic processes; Equations; Fourier transforms; Frequency; Harmonic analysis; Motion analysis; Optical fiber communication; Optical filters; Phase noise; Probability; Stochastic processes; Coherent optical communications; Fokker–Planck (FP) equations; motion groups; phase noise (PN); stochastic processes;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2006.873988
Filename
1632101
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