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
Link To Document :
بازگشت