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Wigner Distribution in Optics   29


               moments is symplectic (up to a positive constant) as described in
               Eq. (1.68), its propagation through a first-order optical system is com-
               pletely described by the invariance of this positive constant and the
               ABCD law (1.69).


               1.7.4 Measurement of Moments
               Several optical schemes to determine all 10 second-order moments
               have been described. 72,82–87  We mention in particular Ref. 87, which is
               based on a general scheme that also can be used for the determination
               of arbitrary higher-order moments   pqrs with

                                           p q r s
                 pqrs E =      W(x, y, u, v) x u y v dx dy du dv  ( p, q, r, s ≥ 0)
                                                                    (1.70)
               Note that for q = s = 0 we have intensity moments

                                                  p r
                        p0r0 E =      W(x, y, u, v)x y dx dy du dv

                                       r
                                    p
                             =     x y  (x, x; y, y) dx dy  ( p, r ≥ 0)  (1.71)
               which can easily be measured. The 10 second-order moments can be
               determined from the knowledge of the output intensities of four first-
               order optical systems, where one of them has to be anamorphic. For
               the determination of the 20 third-order moments, for instance, we thus
               find the need of using a total of six-first-order optical systems: four
               isotropic systems and two anamorphic systems. For the details of how
               to construct appropriate measuring schemes, we refer to Ref. 87.



          1.8 Coherent Signals and the Cohen Class
               The Wigner distribution belongs to a broad class of space-frequency
               functions known as the Cohen class. 30  Any function of this class is
               described by the general formula



                                                     1
                                          1

                     C f (r, q) =   f r o + r  f  ∗  r o − r k(r, q, r , q )
                                          2          2
                                                     t
                                                t
                                           t

                              × exp − i2  q r − r q + r q    dr o dr dq    (1.72)
                                                     o
               and the choice of the kernel k(r, q, r , q ) selects one particular function


               of the Cohen class. The Wigner distribution, for instance, arises for
               k(r, q, r , q ) = 1, whereas k(r, q, r , q ) =  (r − r ) (q − q ) yields the






               ambiguity function. In this chapter we restrict ourselves to the case


               that k(r, q, r , q ) does not depend on the space variable r and the
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