Exercise 15 (a).  Construct a filter using the zeros   [Graphics:Images/ZTransformFilterModHome_gr_1582.gif].   What signals are "zeroed out" ?

Solution 15 (a).

See text and/or instructor's solution manual.

Answer.   Compute the product  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1584.gif].  

The desired filter is  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1585.gif].  

Solution.   Use the conjugate pairs of zeros   [Graphics:../Images/ZTransformFilterModHome_gr_1586.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1587.gif],  

and the "zero out factors"   [Graphics:../Images/ZTransformFilterModHome_gr_1588.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1589.gif].  

Then calculate  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1590.gif]   

        Now use the General Filter Equation (9-29) and the corresponding Transfer Function (9-34) in the case  [Graphics:../Images/ZTransformFilterModHome_gr_1591.gif].     

Get the new fact that the transfer function  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1592.gif],  

corresponds to the filter  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1593.gif].  

        For this exercise, we use   [Graphics:../Images/ZTransformFilterModHome_gr_1594.gif], [Graphics:../Images/ZTransformFilterModHome_gr_1595.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1596.gif]   in these equations to get the desired recursive formula  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1597.gif].  

Therefore, the desired filter for (a) is

                    [Graphics:../Images/ZTransformFilterModHome_gr_1598.gif].  

for "zeroing out" the signals   [Graphics:../Images/ZTransformFilterModHome_gr_1599.gif].

 

We are done.   

Aside.  We can let Mathematica double check our work.

[Graphics:../Images/ZTransformFilterModHome_gr_1600.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1601.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1602.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1603.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1604.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1605.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1606.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1607.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1608.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1609.gif]

Aside.  The Maple commands are similar  

[Graphics:../Images/ZTransformFilterModHome_gr_1610.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1611.gif]  


[Graphics:../Images/ZTransformFilterModHome_gr_1612.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1613.gif]  

 

We are really done.   

Aside.  We can graph the amplitude response for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1614.gif].  

 

                    [Graphics:../Images/ZTransformFilterModHome_gr_1616.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1617.gif]

                    Amplitude response   [Graphics:../Images/ZTransformFilterModHome_gr_1618.gif],  

                    and zero-pole plot of   [Graphics:../Images/ZTransformFilterModHome_gr_1619.gif],  

                    for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1620.gif].

                    We can see that the low-range frequencies are attenuated, and   [Graphics:../Images/ZTransformFilterModHome_gr_1621.gif]   for   [Graphics:../Images/ZTransformFilterModHome_gr_1622.gif].  

 

Remark.  In part 15 (b) we will see what happens when we change the sign of the terms   [Graphics:../Images/ZTransformFilterModHome_gr_1615.gif].  

 

We are really really done.   

Aside.  Let us investigate how well the filter works to eliminate signals  [Graphics:../Images/ZTransformFilterModHome_gr_1623.gif] which are close to the "zero-out" frequencies.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1624.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1625.gif]  will be slightly attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1626.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1627.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1628.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1629.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1630.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1631.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1632.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1633.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1634.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1635.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1636.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1637.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1638.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1639.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1640.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1641.gif]   and the corresponding causal output sequence.  

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1642.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1643.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1644.gif]   by the factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1645.gif].

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1646.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1647.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1648.gif]   by the factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1649.gif].

 

We are really really really done.   

Aside.  Let us investigate how well the filter works to eliminate the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1650.gif] which is close to a "zero-out" frequency.

and retains the signal   [Graphics:../Images/ZTransformFilterModHome_gr_1651.gif].  

Remark.  In part (b) we will see how to eliminate the latter.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1652.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1653.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1654.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1655.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1656.gif],  and  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1657.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1658.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1659.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1660.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1661.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1662.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1663.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1664.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1665.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1666.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1667.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1668.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1669.gif]   and the corresponding causal output sequence.  

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1670.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1671.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1672.gif]   by the factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1673.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1674.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1675.gif],
                    
                    this filter increases the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1676.gif]   by the factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1677.gif].

  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

This solution is complements of the authors.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c) 20098 John H. Mathews, Russell W. Howell