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Phase Space in Ultrafast Optics    363


               time of arrival of a series of spectral slices (type II, Fig. 11.7b) depend-
               ing on the ordering of the filters. There is no difference in principle
               between the two possible filter orderings, and thus this type of appa-
               ratus should be thought of as one that makes simultaneous measure-
               mentsoftheconjugatevariablesrather thansequentialmeasurements.
               Fourier’s principle precludes precise simultaneous measurements of
               the conjugate variables. Some of the earliest developments in the rep-
               resentation and measurement of short optical pulses are based on the
               concepts of spectrography in the time-frequency space. 48
                 The Wigner function of the measurement apparatus for the type I
               device, e.g., is

                                          A      2       A    t      A ∗
                 W M (t,  ; {  C ,  }) =  d  | ˜ S (  ;   C )|  dt N  t +  ;    N
                                                               2

                                         t


                                  × t −   ;   exp[i(  −  )t ]      (11.68)
                                         2
               In fact, for near-transform-limited input pulses, the apparatus Wigner
               function has nearly the same area as the pulse Wigner function it-
               self. In principle the Wigner function can be retrieved from the data
               by deconvolution, but because of severe signal-to-noise requirements
               this approach is impractical. Thus, spectrographic phase-space pulse
               characterization techniques supply only qualitative insight into pulse
               train statistics. However, in the limit of narrowband filtering, that is,
                 A
                         2


               | ˜ S (  ;   C )| →  (  −   C ), and if the pulses in the ensemble are as-
               sumedtobeidentical,theexperimentaltraceisasimpleconvolutionof
               Wigner functions, which can be expressed as a function of the electric
               field of the pulse

                         D (  C ,  ) =  d  dt W(t,  )W M (t −  ,   −   C )
                                                              2

                                              A
                                 =     dt E in (t)N (t −  ) exp(i  C t)    (11.69)

                 This set of conditions gives an apparatus function that occupies
               the minimum possible area of phase space, and therefore minimally
               “smoothes” the signal Wigner function. In this case, the experimental
                                                        A
               trace is the Gabor spectrogram with a window N .
                 Type I devices are popular in ultrafast optics. The time-nonsta-
               tionaryfilterrequiredforthesedevicescanbeimplementedusingnon-
               linear interactions or temporal modulators, and the high-resolution
               spectral measurements can be performed by an optical spectrum an-
               alyzer (OSA). As an example of the use of a nonlinear interaction to
               implement a type I device, let’s consider sum-harmonic generation
               frequency resolved optical gating (SHG-FROG), as schematized in
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