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200   Chapter Six


               6.3.1 Code Division Multiplexing
               The expression of Eq. (6.18) can be reformulated as follows:

                                             x



                                               ∗

                U R (  x ) =  U(  )  rect     G (  −   x )G(  −   ) d     d
                              x                   x        x   x   x   x
                                           x
                                                                    (6.20)
               In the case of code division multiplexing there are no time, polariza-
               tion, or wavelength variations. For a random encoding mask having
               small spatial features, the internal integral may be approximated as
               follows:

                               x


                                 ∗


                     rect       G (  −   x ) G(  −   ) d  ≈  (  x −   )  (6.21)

                                                 x
                                    x
                                                                x
                                                     x
                                             x
                             x
               which leads to




                           U R (  x ) =  U(  )  (  x −   ) d  = U(  x )  (6.22)
                                                     x
                                                 x
                                         x
                 Note that the assumption of Eq. (6.21) is an approximation and in
               practice when    x is getting narrower, the right wing can better be
               approximated with a spectral function which is wider than a delta. In
               addition the right wing can contain another additive term that may be
               approximated by a constant. The widening of the delta will blur the
               spectral expression of U R which means that the super resolved image
               will become field of view limited. The addition of the constant level
               will reduce the contrast or the signal to noise ratio of the obtained
               reconstruction.
                 In Fig. 6.3 we simulate numerically the proposed approach for code
               division multiplexing SR. A resolution target was lowpass filtered




                             (a)                          (b)

               FIGURE 6.3 (a) Low-resolution USAF target; (b) super resolved
               reconstruction using code multiplexing.
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