Exercise 13 (b).  Construct a filter using the zeros   [Graphics:Images/ZTransformFilterModHome_gr_1226.gif].   What signals are "zeroed out" ?

Solution 13 (b).

See text and/or instructor's solution manual.

Answer.   Compute the product  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1317.gif].  

The desired filter is  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1318.gif].  

Solution.   Use the conjugate pairs of zeros   [Graphics:../Images/ZTransformFilterModHome_gr_1319.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1320.gif],  

and the "zero out factors"   [Graphics:../Images/ZTransformFilterModHome_gr_1321.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1322.gif].  

Then calculate

                    [Graphics:../Images/ZTransformFilterModHome_gr_1323.gif]  

        Now use the General Filter Equation (9-29) and the corresponding Transfer Function (9-34) in the case  [Graphics:../Images/ZTransformFilterModHome_gr_1324.gif].     

Get the new fact that the transfer function  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1325.gif],  

corresponds to the filter  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1326.gif].  

        For this exercise, we use   [Graphics:../Images/ZTransformFilterModHome_gr_1327.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1328.gif]   in these equations to get the desired recursive formula  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1329.gif].  

Therefore, the desired filter for part (b) is

                    [Graphics:../Images/ZTransformFilterModHome_gr_1330.gif].  

for "zeroing out" the signals   [Graphics:../Images/ZTransformFilterModHome_gr_1331.gif].

 

We are done.   

Aside.  We can let Mathematica double check our work.

[Graphics:../Images/ZTransformFilterModHome_gr_1332.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1333.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1334.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1335.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1336.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1337.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1338.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1339.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1340.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1341.gif]

Aside.  The Maple commands are similar  

[Graphics:../Images/ZTransformFilterModHome_gr_1342.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1343.gif]  


[Graphics:../Images/ZTransformFilterModHome_gr_1344.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1345.gif]  

 

We are really done.   

Aside.  We can graph the amplitude response for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1346.gif].  

 

                    [Graphics:../Images/ZTransformFilterModHome_gr_1347.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1348.gif]

                    Amplitude response   [Graphics:../Images/ZTransformFilterModHome_gr_1349.gif]   and zero-pole plot of   [Graphics:../Images/ZTransformFilterModHome_gr_1350.gif],  

                    for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1351.gif].

                    We can see that some of the the mid-range frequencies are attenuated.

 

Remark.  In part 13 (a) we saw what happens when we change the sign of the terms   [Graphics:../Images/ZTransformFilterModHome_gr_1352.gif].  

 

We are really really done.   

Aside.  Let us investigate how well the filter works to eliminate signals  [Graphics:../Images/ZTransformFilterModHome_gr_1353.gif] which are close to the "zero-out" frequencies.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1354.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1355.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1356.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1357.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1358.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1359.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1360.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1361.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1362.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1363.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1364.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1365.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1366.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1367.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1368.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1369.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1370.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1371.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1372.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1373.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1374.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1375.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1376.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1377.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1378.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1379.gif].

 

We are really really really done.   

Aside.  Let us investigate how well the filter works to eliminate the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1380.gif] which is close to a "zero-out" frequency,

and the filter retains the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1381.gif].

Remark.  In part (a) we saw how to eliminate the latter.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1382.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1383.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1384.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1385.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1386.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1387.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1388.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1389.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1390.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1391.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1392.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1393.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1394.gif]

                    

          [Graphics:../Images/ZTransformFilterModHome_gr_1396.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1397.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1398.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1399.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1400.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1401.gif].

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1402.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1403.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1404.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1405.gif].

  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

This solution is complements of the authors.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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