Exercise 14 (a).   Construct a filter using the zeros  [Graphics:Images/ZTransformFilterModHome_gr_1406.gif].  What signals are "zeroed out" ?

Solution 14 (a).

See text and/or instructor's solution manual.

Answer.   Compute the product  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1408.gif].  

The desired filter is  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1409.gif].  

Solution.   Use the conjugate pairs of zeros   [Graphics:../Images/ZTransformFilterModHome_gr_1410.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1411.gif],  

and the "zero out factors"   [Graphics:../Images/ZTransformFilterModHome_gr_1412.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1413.gif].   

Then calculate

                    [Graphics:../Images/ZTransformFilterModHome_gr_1414.gif]   

        Now use the General Filter Equation (9-29) and the corresponding Transfer Function (9-34) in the case  [Graphics:../Images/ZTransformFilterModHome_gr_1415.gif].     

Get the new fact that the transfer function  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1416.gif],  

corresponds to the filter  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1417.gif].  

        For this exercise, we use   [Graphics:../Images/ZTransformFilterModHome_gr_1418.gif],  [Graphics:../Images/ZTransformFilterModHome_gr_1419.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1420.gif]   in these equations to get the desired recursive formula  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1421.gif].  

Therefore, the desired filter for (a) is

                    [Graphics:../Images/ZTransformFilterModHome_gr_1422.gif].  

for "zeroing out" the signals  [Graphics:../Images/ZTransformFilterModHome_gr_1423.gif].

 

We are done.   

Aside.  We can let Mathematica double check our work.

[Graphics:../Images/ZTransformFilterModHome_gr_1424.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1425.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1426.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1427.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1428.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1429.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1430.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1431.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1432.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1433.gif]

Aside.  The Maple commands are similar  

[Graphics:../Images/ZTransformFilterModHome_gr_1434.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1435.gif]  


[Graphics:../Images/ZTransformFilterModHome_gr_1436.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1437.gif]  

 

We are really done.   

Aside.  We can graph the amplitude response for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1438.gif].  

 

                    [Graphics:../Images/ZTransformFilterModHome_gr_1439.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1440.gif]

                    Amplitude response   [Graphics:../Images/ZTransformFilterModHome_gr_1441.gif]   and zero-pole plot of   [Graphics:../Images/ZTransformFilterModHome_gr_1442.gif],  

                    for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1443.gif].

                    We can see that the mid-range frequencies are slightly amplified, and   [Graphics:../Images/ZTransformFilterModHome_gr_1444.gif]   for   [Graphics:../Images/ZTransformFilterModHome_gr_1445.gif].  

 

Remark.  In Exercise 12 (a) we saw what happens when we change the sign of the term   [Graphics:../Images/ZTransformFilterModHome_gr_1446.gif].  

 

We are really really done.   

Aside.  Let us investigate how well the filter works to eliminate signals  [Graphics:../Images/ZTransformFilterModHome_gr_1447.gif]  which are close to the "zero-out" frequencies.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1448.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1449.gif]  will be slightly reduced by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1450.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1451.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1452.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1453.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1454.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1455.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1456.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1457.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1458.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1459.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1460.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1461.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1462.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1463.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1464.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1465.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1466.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1467.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1468.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1469.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1470.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1471.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1472.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1473.gif].

 

We are really really really done.   

Aside.  Let us investigate how well the filter works to eliminate signals  [Graphics:../Images/ZTransformFilterModHome_gr_1474.gif] which are close to the "zero-out" frequencies,

and the filter retains the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1475.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_1476.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1477.gif]  will be slightly reduced by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1478.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1479.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1480.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1481.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1482.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1483.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1484.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1485.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1486.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1487.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1488.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1489.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1490.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1491.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1492.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1493.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1494.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1495.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1496.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1497.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1498.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1499.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1500.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1501.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1502.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1503.gif],
                    
                    this filter increases the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1504.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1505.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1506.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1507.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1508.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1509.gif].

  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

This solution is complements of the authors.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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