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14.3 The Fourier Transform  471


                                        to obtain
                                                   1                  1     ∞     ∞  1
                                                    ( f (x+) + f (x−)) =       f (ξ)  e iω(ξ−x)  + e −iω(ξ−x)  dξ dω
                                                   2                 π  0   −∞     2
                                                                      1     ∞     ∞
                                                                   =            f (ξ)e iω(ξ−x)  dξ dω
                                                                     2π  0   −∞
                                                                        1     ∞     ∞  −iω(ξ−x)
                                                                     +            f (ξ)e    dξ dω.
                                                                       2π  0   −∞
                                        In the next-to-last integral, replace ω with −ω and compensate for this change by replacing
                                         ∞
                                                        0
                                           ··· dω with  ··· dω. This enables us to write
                                         0           −∞
                                                  1
                                                   ( f (x+) + f (x−))
                                                  2
                                                     1     0     ∞  −iω(ξ−x)     1     ∞     ∞  −iω(ξ−x)
                                                  =            f (ξ)e    dξ dω +           f (ξ)e    dξ dω.
                                                    2π  −∞  −∞                  2π  0   −∞
                                        Combine these integrals to obtain
                                                        1                  1     ∞     ∞  −iωξ iωx
                                                         ( f (x+) + f (x−)) =        f (ξ)e  e  dξ dω.          (14.9)
                                                        2                 2π
                                                                              −∞  −∞
                                        This is the complex Fourier integral representation of f (x) on the real line.Ifwelet
                                                                           ∞

                                                                     C ω =   f (ξ)e −iωξ  dξ,
                                                                          −∞
                                        then this integral representation is
                                                              1                  1     ∞
                                                               ( f (x+) + f (x−)) =    C ω e iωx dω.
                                                              2                 2π
                                                                                    −∞
                                        We call C ω the complex Fourier integral coefficient of f .
                                           We may use this complex Fourier integral as a springboard to the Fourier transform, the idea
                                        of which is contained in equation (14.9). For emphasis in how we want to think of this equation,
                                        write it as
                                                      1                  1     ∞      ∞
                                                       ( f (x+) + f (x−)) =          f (ξ)e −iωξ  dξ e  iωx  dω.  (14.10)
                                                      2                  2π
                                                                             −∞   −∞
                                        The term in large parentheses on the right in equation (14.10) is the Fourier transform of f .We
                                        summarize this discussion as follows.



                                          If f is absolutely integrable on the real line, then the Fourier transform F[ f ] of f is the
                                          function defined by
                                                                              ∞

                                                                   F[ f ](ω) =  f (t)e  −iωt dt.
                                                                             −∞


                                        Thus, the Fourier transform of f is the coefficient C ω in the complex Fourier integral
                                        representation of f .
                                           Because of the use of the Fourier transform in applications such as signal analysis, we
                                        usually use t (for time) as the variable in the defining integral, and ω as the variable of the
                                        transformed function F[ f ]. Engineers refer to ω in the transformed function as the frequency of
                                        the signal f .




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                                   October 14, 2010  16:43  THM/NEIL   Page-471        27410_14_ch14_p465-504
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