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30   Chapter One


                                                          ¯




               spatial-frequency variable q, hence k(r, q, r , q ) = K(r , q ), in which
               case the resulting space-frequency distribution is shift-covariant (see
               Sec. 1.4.2).
               1.8.1 Multicomponent Signals—Auto-Terms
                      and Cross-Terms
               The Wigner distribution, like the mutual coherence function and the
               cross-spectral density, is a bilinear signal representation. In the case
               of completely coherent light, however, we usually deal with a linear
               signal representation. Using a bilinear representation to describe co-
               herent light thus yields cross-terms if the signal consists of multiple
               components. The two-component signal f (r) = f 1 (r) + f 2 (r) yields
               the Wigner distribution

                                      (r, q)
                W f (r, q) = W f 1  (r, q) + W f 2


                                       1
                         + 2Re    f 1 r + r  f  ∗  r − r exp(−i2 q r ) dr    (1.73)
                                                 1
                                                              t
                                       2    2    2
                                                                 (r, q) and
               and we notice a cross-term in addition to the auto-terms W f 1
                   (r, q). In the case of two point sources  (r − r 1 ) and  (r − r 2 ), for
                W f 2
               instance, the cross-term reads
                                   1                    t
                             2  r − (r 1 + r 2 ) cos[2 (r 1 − r 2 ) q)]
                                   2
                                      1
               It appears at the position (r 1 + r 2 ), i.e., in the middle between the
                                      2
                                                     (r, q) =  (r − r 2 ), and is
               two auto-terms W f 1  (r, q) =  (r − r 1 ) and W f 2
               modulated in the q direction. We can get rid of this cross-term when
               we average the Wigner distribution with a kernel that is narrow in the
               r direction and broad in the q direction. We thus remove the cross-term
               without seriously disturbing the auto-terms.
                 The occurrence of cross-terms is also visible from the general
               condition 45,88

                                                       1
                                     1
                                                1
                              1

                       W f r + r , q + q W f r − r , q − q
                              2      2          2      2

                                             1                 1
                                                        1

                                      1
                         =      W f r + r , q + q W f r − r , q − q
                                      2      2          2      2

                                              t
                                         t
                           × exp[−i2 (q r − q r )] dr dq            (1.74)


               which, for r = q = 0, reduces to

                  2                  1      1           1     1
                 W (r, q) =   W f r + r , q + q W f r − r , q − q dr dq
                  f
                                                              2
                                            2
                                                       2
                                     2
                                                                    (1.75)
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