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340   Chapter Eleven


               its derivative ∂	   /∂  is the group delay T( ) at the corresponding
               frequency, i.e., the time of arrival of a group of optical frequencies
               around  .
                 To reconstruct the temporal electric field, it is necessary and suffi-
               cient to measure its Fourier transform for a finite set of frequencies.
                                                   9
               The Whittaker-Shannon sampling theorem asserts that if the field has
               compact support contained in a range  t, a sampling of ˜ E( ) at the
               Nyquist frequency interval of 2 / t is sufficient for reconstructing
               the analytic signal E(t) and consequently the electric field ε(t) exactly.
                 These equivalent representations of the field in terms of the com-
               plementary variables t and   suggest that an appropriate phase space
               for representing the fields is the two-dimensional chronocyclic phase
               space (t,  ) in which these variables are arguments of joint time-
               frequency distributions describing the pulse field. Such distributions
               provide a description that is relevant for measuring pulses using stan-
               dard photodetectors. This is because they account properly for the
               fluctuations in the set of pulses that contribute to the detected signal.
               Further, they also provide an intuitive representation of the temporal
               and spectral structure of the pulses, such as a time-dependent fre-
               quency or chirp.


               11.2.2 Pulse Ensembles and Correlation
                        Functions
               Applications and experiments involving ultrashort optical pulses of-
               ten rely on a train or ensemble of pulses rather than a single pulse. In
               this case the pulses must be characterized using quantities related
               to the ensemble of which they are realizations. The mean electric
               field may be defined in some cases for the ensemble as the square
               root of the mean intensity times the exponential of the mean phase.
               This may be measured directly provided a single-shot measurement
               is possible for each pulse of the ensemble; that is, the mean intensity
               and phase are obtained respectively by independently averaging the
               measured intensities and the measured phases. However, the mean
               quantities might not give an insightful picture of the pulse ensemble
               (e.g., one could have large variations of the spectral phase from pulse
               to pulse and obtain a mean spectral phase that is identically zero).
               Furthermore, it is more usual for a multishot measurement to be made
               and the detected signal averaged over this sample set of pulses. Even
               assuming that the ensemble is ergodic, it is not the case that the field re-
               constructed from the averaged signal is the mean field of the ensemble.
               In certain cases, though, it is possible to show this directly. Such a mean
               electric field is not the most general or useful quantity—often the fluc-
               tuations of the pulses are important. When this is the case, the electric
               field amplitude and phase of an individual pulse may be meaningless.
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