Exercise 1.  Solve the homogeneous difference equations.  

Exercise 1 (c).  [Graphics:Images/ZTransformDEModHome_gr_7.gif]   with   [Graphics:Images/ZTransformDEModHome_gr_8.gif].   
                          Hint.  Get  [Graphics:Images/ZTransformDEModHome_gr_9.gif].  

Solution 1 (c).

See text and/or instructor's solution manual.

Answer.   [Graphics:../Images/ZTransformDEModHome_gr_206.gif].  

Remark.   It is our goal to learn Z-transforms and use residues.  

Solution.   

Method 1.
  The characteristic equation  [Graphics:../Images/ZTransformDEModHome_gr_207.gif]  has complex roots  [Graphics:../Images/ZTransformDEModHome_gr_208.gif].  

The general solution is  

                    [Graphics:../Images/ZTransformDEModHome_gr_209.gif].  

Solve the linear system  

                    [Graphics:../Images/ZTransformDEModHome_gr_210.gif]  

and get  [Graphics:../Images/ZTransformDEModHome_gr_211.gif]  and  [Graphics:../Images/ZTransformDEModHome_gr_212.gif].

Therefore,  

                    [Graphics:../Images/ZTransformDEModHome_gr_213.gif].

Method 2.  Take the z-transform of both sides and use the initial conditions  [Graphics:../Images/ZTransformDEModHome_gr_214.gif]:  

                    [Graphics:../Images/ZTransformDEModHome_gr_215.gif],  

and then get    

                    [Graphics:../Images/ZTransformDEModHome_gr_216.gif].  

New solve for  [Graphics:../Images/ZTransformDEModHome_gr_217.gif]  and obtain:    

                    [Graphics:../Images/ZTransformDEModHome_gr_218.gif].  

Using Tables.   Using Table 9.1 and the formula   [Graphics:../Images/ZTransformDEModHome_gr_219.gif]   we get:  

                    [Graphics:../Images/ZTransformDEModHome_gr_220.gif]  

Remark.  The details for the partial fraction expansion are at the bottom of the page.

Therefore,  

                    [Graphics:../Images/ZTransformDEModHome_gr_221.gif].  

We are done.   

Using Residues.   Calculate residues of  [Graphics:../Images/ZTransformDEModHome_gr_222.gif]  at the poles  [Graphics:../Images/ZTransformDEModHome_gr_223.gif].  

                    [Graphics:../Images/ZTransformDEModHome_gr_224.gif]  

At the conjugate pole we can use the computation

                    [Graphics:../Images/ZTransformDEModHome_gr_225.gif].  

Therefore,  

                    [Graphics:../Images/ZTransformDEModHome_gr_226.gif]

We are done.   

Aside.  The solution can be written in the alternative form  

                    [Graphics:../Images/ZTransformDEModHome_gr_227.gif].

We are really done.   

Aside.  We can let Mathematica double check our work.

[Graphics:../Images/ZTransformDEModHome_gr_228.gif]

[Graphics:../Images/ZTransformDEModHome_gr_229.gif]


[Graphics:../Images/ZTransformDEModHome_gr_230.gif]

[Graphics:../Images/ZTransformDEModHome_gr_231.gif]


[Graphics:../Images/ZTransformDEModHome_gr_232.gif]

[Graphics:../Images/ZTransformDEModHome_gr_233.gif]


[Graphics:../Images/ZTransformDEModHome_gr_234.gif]

[Graphics:../Images/ZTransformDEModHome_gr_235.gif]


[Graphics:../Images/ZTransformDEModHome_gr_236.gif]

[Graphics:../Images/ZTransformDEModHome_gr_237.gif]


[Graphics:../Images/ZTransformDEModHome_gr_238.gif]

[Graphics:../Images/ZTransformDEModHome_gr_239.gif]


[Graphics:../Images/ZTransformDEModHome_gr_240.gif]

[Graphics:../Images/ZTransformDEModHome_gr_241.gif]


[Graphics:../Images/ZTransformDEModHome_gr_242.gif]

[Graphics:../Images/ZTransformDEModHome_gr_243.gif]


[Graphics:../Images/ZTransformDEModHome_gr_244.gif]

[Graphics:../Images/ZTransformDEModHome_gr_245.gif]

Aside.  The Maple commands are similar  

[Graphics:../Images/ZTransformDEModHome_gr_246.gif]  

                                                            [Graphics:../Images/ZTransformDEModHome_gr_247.gif]


[Graphics:../Images/ZTransformDEModHome_gr_248.gif]  

                                                            [Graphics:../Images/ZTransformDEModHome_gr_249.gif]
                                                            
                                                            
[Graphics:../Images/ZTransformDEModHome_gr_250.gif]  

                                                            [Graphics:../Images/ZTransformDEModHome_gr_251.gif]


[Graphics:../Images/ZTransformDEModHome_gr_252.gif]  

                                                            [Graphics:../Images/ZTransformDEModHome_gr_253.gif]

We are really really done.   

Aside.  We can use Mathematica's Rsolve subroutine.

[Graphics:../Images/ZTransformDEModHome_gr_254.gif]

[Graphics:../Images/ZTransformDEModHome_gr_255.gif]

Aside.  The Maple command is similar  

[Graphics:../Images/ZTransformDEModHome_gr_256.gif]  

                                                            [Graphics:../Images/ZTransformDEModHome_gr_257.gif]

We are really really really done.   

Aside.  The solution can be written in the alternative form:  

[Graphics:../Images/ZTransformDEModHome_gr_258.gif]

[Graphics:../Images/ZTransformDEModHome_gr_259.gif]

We are really really really really done.   

 

Aside.  We can graph some of the terms in the sequence.

 

          [Graphics:../Images/ZTransformDEModHome_gr_260.gif]     [Graphics:../Images/ZTransformDEModHome_gr_261.gif]     [Graphics:../Images/ZTransformDEModHome_gr_262.gif]

                    The sequence   [Graphics:../Images/ZTransformDEModHome_gr_263.gif].  

 

We are really really really really really done.    

The Details for the Partial Fractions.   

Aside.  How can we expand   [Graphics:../Images/ZTransformDEModHome_gr_264.gif]   into the proper partial fractions?

It is natural to use the standard partial fraction expansion and the command:

[Graphics:../Images/ZTransformDEModHome_gr_265.gif]

[Graphics:../Images/ZTransformDEModHome_gr_266.gif]

However, as we have seen, this will produce a solution involving the  [Graphics:../Images/ZTransformDEModHome_gr_267.gif]  function.   

This can be overcome if we use a special partial fraction expansion that is easier to use with Table 9.1.

Method (i).   Use the following algebra steps  

                    [Graphics:../Images/ZTransformDEModHome_gr_268.gif]  

Now we have the desired partial fraction form:

                    [Graphics:../Images/ZTransformDEModHome_gr_269.gif].

Method (ii).   Find the linear combination of   [Graphics:../Images/ZTransformDEModHome_gr_270.gif],  

                    [Graphics:../Images/ZTransformDEModHome_gr_271.gif].  

Equate the numerators   [Graphics:../Images/ZTransformDEModHome_gr_272.gif],  

and solve the linear system  

                    [Graphics:../Images/ZTransformDEModHome_gr_273.gif]  

and get   [Graphics:../Images/ZTransformDEModHome_gr_274.gif].   

Therefore, the desired partial fraction form is  

                    [Graphics:../Images/ZTransformDEModHome_gr_275.gif].  

Aside.   The Mathematica commands for Method (ii)  are

[Graphics:../Images/ZTransformDEModHome_gr_276.gif]
[Graphics:../Images/ZTransformDEModHome_gr_277.gif]
[Graphics:../Images/ZTransformDEModHome_gr_278.gif]

[Graphics:../Images/ZTransformDEModHome_gr_279.gif]

Method (iii).   The substitution   [Graphics:../Images/ZTransformDEModHome_gr_280.gif]   does not apply when there are complex roots.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

This solution is complements of the authors.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c) 2008 John H. Mathews, Russell W. Howell