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348   Chapter Eleven


               generated by Eq. (11.20). For example, the time-frequency representa-
               tion P(t,  ) = I (t) ˜ I( ) is positive, and its marginals are the temporal
               and spectral intensity of the pulse. 30  However, it is not uniquely re-
               lated to a field and does not represent chirp properly since it is not
               phase-dependent.
                 Coming back to bilinear time-frequency distributions, an entire
               class of chronocyclic representations may be derived from the Wigner
               function by means of a convolution

                              1






                    P s (t,  ) =    d  dt W(t ,   )G s (t − t ,   −   )  (11.23)
                             2
               where
                                                  2
                                      4      1         2 2
                            G s (t,  ) =  exp −   2  + 4  t        (11.24)
                                      s       s
                 This class is analogous to the commonly used phase-space repre-
               sentations of the optical field in quantum optics. 32,33  For s= 0, the
               convolving function is a Dirac function, and P 0 is the Wigner func-
               tion of the pulse. Positive values of s correspond to smoothing in
               the chronocyclic space, analogous to the Q function used in quantum
               physics. The time-frequency distribution defined by Eq. (11.23) is pos-
               itive for s larger than 2. In the particular case of s = 2,G s is the Wigner
               function of a coherent state, and P 2 corresponds to the spectrogram
               of the pulse defined for coherent ensembles by Eq. (11.21), the gating
               function being the Gaussian function
                                        √
                                                   2 2
                                   g(t) =  2  exp(−  t )           (11.25)
               A set of smoothed Wigner functions corresponding to a Gaussian
               pulse with third-order spectral phase is plotted in Fig. 11.2. The phase-
               space representation of the pulse evolves from the Wigner function


                    s = 0         s = 1        s = 2         s = 5
                                                                        1


                                                                        0

                                                                       –1
                     (a)          (b)           (c)           (d)

               FIGURE 11.2 Smoothed Wigner functions P s of a pulse with Gaussian
               spectrum and third-order spectral phase for (a) s = 0, (b) s = 1, (c) s = 2, and
               (d) s = 5. Part a corresponds to the Wigner function and part c corresponds to
               a spectrogram.
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