Exercise 13 (a).   Construct a filter using the zeros   [Graphics:Images/ZTransformFilterModHome_gr_1225.gif].   What signals are "zeroed out" ?

Solution 13 (a).

See text and/or instructor's solution manual.

Answer.   Compute the product  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1227.gif].  

The desired filter is  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1228.gif].  

Solution.   Use the conjugate pairs of zeros   [Graphics:../Images/ZTransformFilterModHome_gr_1229.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1230.gif],  

and the "zero out factors"   [Graphics:../Images/ZTransformFilterModHome_gr_1231.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1232.gif].  

Then calculate

                    [Graphics:../Images/ZTransformFilterModHome_gr_1233.gif]  

        Now use the General Filter Equation (9-29) and the corresponding Transfer Function (9-34) in the case  [Graphics:../Images/ZTransformFilterModHome_gr_1234.gif].     

Get the new fact that the transfer function  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1235.gif],  

corresponds to the filter  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1236.gif].  

        For this exercise, we use   [Graphics:../Images/ZTransformFilterModHome_gr_1237.gif],  [Graphics:../Images/ZTransformFilterModHome_gr_1238.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1239.gif]   in these equations to get the desired recursive formula  

                    [Graphics:../Images/ZTransformFilterModHome_gr_1240.gif].  

Therefore, the desired filter for part (a) is

                    [Graphics:../Images/ZTransformFilterModHome_gr_1241.gif].  

for "zeroing out" the signals   [Graphics:../Images/ZTransformFilterModHome_gr_1242.gif].

 

We are done.   

Aside.  We can let Mathematica double check our work.

[Graphics:../Images/ZTransformFilterModHome_gr_1243.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1244.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1245.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1246.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1247.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1248.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1249.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1250.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1251.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1252.gif]

Aside.  The Maple commands are similar  

[Graphics:../Images/ZTransformFilterModHome_gr_1253.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1254.gif]  


[Graphics:../Images/ZTransformFilterModHome_gr_1255.gif]  

                                                            [Graphics:../Images/ZTransformFilterModHome_gr_1256.gif]  

 

We are really done.   

Aside.  We can graph the amplitude response for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1257.gif].  

 

                    [Graphics:../Images/ZTransformFilterModHome_gr_1258.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1259.gif]

                    Amplitude response   [Graphics:../Images/ZTransformFilterModHome_gr_1260.gif]   and zero-pole plot of   [Graphics:../Images/ZTransformFilterModHome_gr_1261.gif],  

                    for the filter   [Graphics:../Images/ZTransformFilterModHome_gr_1262.gif].

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

 

Remark.  In part 13 (b) we will see what happens when we change the sign of the terms   [Graphics:../Images/ZTransformFilterModHome_gr_1263.gif].  

 

We are really really done.   

Aside.  Let us investigate how well the filter works to eliminate signals  [Graphics:../Images/ZTransformFilterModHome_gr_1264.gif] which are close to the "zero-out" frequencies.

        For illustration purposes we will explore the casual input signal   [Graphics:../Images/ZTransformFilterModHome_gr_1265.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1266.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1267.gif].  

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1268.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1269.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1270.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1271.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1272.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1273.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1274.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1275.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1276.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1277.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1278.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1279.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1280.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1281.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1282.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1283.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1284.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1285.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1286.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1287.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1288.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1289.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1290.gif].

 

We are really really really done.   

Aside.  Let us investigate how well the filter works to eliminate the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1291.gif]  which is close to a "zero-out" frequency,

and the filter retains the signal  [Graphics:../Images/ZTransformFilterModHome_gr_1292.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_1293.gif].

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1294.gif]  will be attenuated by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1295.gif],  and

The signal component  [Graphics:../Images/ZTransformFilterModHome_gr_1296.gif]  will be amplified by the factor  [Graphics:../Images/ZTransformFilterModHome_gr_1297.gif].  

[Graphics:../Images/ZTransformFilterModHome_gr_1298.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1299.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1300.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1301.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1302.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1303.gif]


[Graphics:../Images/ZTransformFilterModHome_gr_1304.gif]

[Graphics:../Images/ZTransformFilterModHome_gr_1305.gif]

                    [Graphics:../Images/ZTransformFilterModHome_gr_1306.gif]          [Graphics:../Images/ZTransformFilterModHome_gr_1307.gif]

                    The causal input sequence   [Graphics:../Images/ZTransformFilterModHome_gr_1308.gif]   and the corresponding causal output sequence.

                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1309.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1310.gif],
                    
                    this filter reduces the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1311.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1312.gif].
                    
                    Since we have  [Graphics:../Images/ZTransformFilterModHome_gr_1313.gif]   and   [Graphics:../Images/ZTransformFilterModHome_gr_1314.gif],
                    
                    this filter increases the proportion of the signal component   [Graphics:../Images/ZTransformFilterModHome_gr_1315.gif]   by a factor of   [Graphics:../Images/ZTransformFilterModHome_gr_1316.gif].

  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

This solution is complements of the authors.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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