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The Dirac Delta Function and Impulse Response


                  and therefore
                                                           [  2  ]   t 4
                                                         −1
                                                       L          =     .
                                                             s 5     12
               . . . .


                     Error Function




                   Definition 2.1✓ The error function from the theory of probability

                   is defined as
                                                                 ∫  t
                                                              2          2
                                                 erf(t) = √          e −x  dx.
                                                               π   0
               . . . . .

                   Note that                                     ∫
                                                             2      ∞     2
                                           lim erf(t) = √             e −x  dx = 1.                      (2.22)
                                           t→∞                pi   0
               The error function is related to Laplace transforms through the problem of finding

                                                         (              )
                                                                 1
                                                      −1
                                                    L      √              .
                                                              s(s − 1)
               It can be proved that
                                                        (       )
                                                            1          1
                                                     L √           = √
                                                             πt         s

                                    t
               and also that L(e ) = 1/(s − 1). Then by the convolution theorem,
                             (              )                   ∫  t                       ∫  t
                                     1              1                 1                e t     e −x
                          −1                               t               t−x
                        L      √               = √      ∗ e =       √     e    dx = √          √ dx.
                                  s(s − 1)          πt           0     πx               π   0     x
                                    √
               Substituting u =        x gives

                                                                  √
                                      (              )         ∫    t
                                              1            2e t          2               √
                                   −1                                  −u         t
                                 L      √              = √           e    du = e erf( t).
                                           s(s − 1)          π   0
               Applying the first translation theorem with a = −1 yields


                                                          √            1
                                                 L(erf( t)) = √              .
                                                                   s s + 1


                        3. The Dirac Delta Function and Impulse


                                                          Response




                   In applications, we are often encountered with linear systems, originally at
               rest, excited by a sudden large force (such as a large applied voltage to an


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