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The Dirac Delta Function and Impulse Response


               and

                                         lim f (t) = 0, t ̸= 0, lim f (0) = ∞.                            (3.4)
                                                ε
                                                                           ε
                                         ε→0 +                     ε→0 +
               Our ultimate interest is the behaviour of the solution to equation (3.1) with forcing
                                                     +
               function f (t) in the limit ε → 0 . That is, what happens to the system output as
                           ε
               we make the applied force progressively ”sharper” and ”stronger?”.
                   Let y (t) be the solution to equation (3.1) with f(t) = f (t). Then the unique
                         ε
                                                                                      ε
               solution is given by
                                                           t
                                                         ∫
                                               y (t) =       ϕ(t − s)f (s)ds.
                                                                        ε
                                                 ε
                                                          0
               For t ≥ ε the last equation becomes

                                                             ∫  ε
                                                           1
                                                 y (t) =         ϕ(t − s)ds.
                                                  ε
                                                           ε  0
               Since ϕ(t) is continuous for all t ≥ 0 we can apply the mean value theorem for
               integrals and write

                                                      y(t) = ϕ(t − ψ)

                                                        +
               for some 0 ≤ ψ ≤ ε. Letting ε → 0 and using the continuity of ϕ we find

                                                 y(t) = lim y (t) = ϕ(t).
                                                                 ε
                                                         ε→0 +

               We call y(t) the impulse response of the linear system.



                     The Dirac Delta Function



               The problem with the integral


                                                       t
                                                    ∫
                                                        ϕ(t − s)f (s)ds
                                                                    ε
                                                      0
               is that lim f (0) is undefined. So it makes sense to ask the question of whether
                               ε
                        ε→0 +
               we can find a function δ(t) such that

                                               t                            t
                                             ∫                           ∫
                        lim y (t) = lim          ϕ(t − s)f (s)ds ==          ϕ(t − s)δ(s)ds = ϕ(s)
                                                            ε
                               ε
                        ε→0 +          ε→0 +  0                            0
               where the role of δ(t) would be to evaluate the integrand at s = 0. Note that
               because of (3.4), we cannot interchange the operations of limit and integration in
               the above limit process. Such a function δ exist in the theory of distributions and
               can be defined as follows:



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