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38   Chapter One


                                                         /2  0
               According to Eq. (1.85), and using the fact that   xx −    > 0, we get
                                                             xx
                 o = 41 . The second-order moment in this direction,   41 ◦  = 0.057, is
                      ◦
                                                              xx
               smaller than in any other direction, while the second-order moment
               in the orthogonal direction,   −49 ◦  = 2.01, is the largest. The fractional
                                        xx
                                                                     1
               Fourier transform F   (x) of the signal f (x) for the angle   =   o −   =
                                                                     2
                   ◦
               −49 can now be calculated by using a discrete fractional Fourier
               transformation algorithm. The next step is to calculate the windowed
                                 (x, u; w) ofthefractionalFouriertransform F   (x)
               Fouriertransform S F
               and to use it in Eq. (1.89).
                 The results of this analysis are presented in Fig. 1.6. The pseudo-
               Wignerdistribution P f (x, u; w) isshowninFig.1.6a.Thesmoothedin-
               terferogram P f (x, u; w, z), calculated by the standard definition (1.88),
               i.e., combining terms along the u axis, with a rectangular window
                z(t) = rect(t/T) and T = 15, is presented in Fig. 1.6b. We see that
               some cross-terms already appear, although the auto-terms are still
               very different from those in the Wigner distribution in Fig. 1.6a. The
               reason lies in the very significant spread of one component along the

                           P f (x,u;w)                 P f (x,u;w,z)
                x                            x







                                          u                            u
                             (a)                           (b)
                           γ                             γ
                          P f (x,u;w,z)                P f (x,u;w,z)
                x                            x







                                          u                            u
                             (c)                           (d)

               FIGURE 1.6 (a) Pseudo-Wigner distribution P f (x, u; w) of the signal f (x);
               (b) smoothed interferogram P f (x, u; w, z) calculated in the frequency
               domain, with a rectangular window z;(c) smoothed interferogram

                P (x, u; w, z) calculated in the optimal frequency domain, with a rectangular
                 f

               window z;(d) smoothed interferogram P (x, u; w, z) calculated in the
                                              f
               optimal frequency domain, with a Hann(ing) window z.
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