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                         It is also referred to as the unit impulse sequence or Kronecker delta function. The working properties
                       of the unit sample sequence are analogous to that of δ(t) and these are shown here:


                                                    ∞
                                                    ∑  xn()δ nm) =   xm()
                                                           (
                                                              –
                                                   n=∞
                                                     –
                                                 xn()δ nm) =   xm()δ nm)
                                                      (
                                                                     (
                                                        –
                                                                       –
                                                                 
                                                      (
                                                     δ an ±  b) =  δ n ±  b 
                                                                     --
                                                                 
                                                                     a
                                                          ∞
                                         xn() ∗ δ nm) =  ∑  xr()δ nr m) =   xn m)
                                                                (
                                               (
                                                                             (
                                                                                –
                                                  –
                                                                     –
                                                                   –
                                                        n=−∞
                       Note that the scaling property is only applicable when both a and b/a are integers. Two other basic signals
                       that are useful for analysis are the unit step and unit ramp signals. The unit step sequence, u(n), is defined as
                                                              1, n ≥  0
                                                      un() =                                   (23.10)
                                                              0, n <  0
                       whereas the unit ramp signal, denoted as r(n), is given by
                                                              n, n ≥  0
                                                      rn() =  
                                                              0, n <  0
                         The above three sequences are related as follows:

                                                           (
                                                δ nk) =   un k) un k 1)
                                                                    (
                                                 (
                                                                      –
                                                                         –
                                                                 –
                                                             –
                                                   –
                                                           n
                                                              (
                                                   un() =  ∑  δ nm)
                                                                 –
                                                          m=∞
                                                            –
                                                   rn() =  un() ∗ un 1)
                                                                 (
                                                                   –
                         Figure 23.5 illustrates the above DT sequences.
                       Analysis of Continuous-Time Signals
                       Basic Operations on Signals
                       There are some important operations that are often performed on signals so as to understand either their
                       characteristics or the physical phenomena generating them. The three most common operations are
                       shifting, time scaling, and reflection. Examples of these operations are illustrated in Fig. 23.6, where x(t)
                       is expressed as
                                                           t +  1, – ≤ t ≤  3
                                                                  1
                                                   xt() =   3,  3 < t ≤  6
                                                          
                                                          
                                                           0,   otherwise


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