Homework tutorial video SS2023-HW11: Using properties to solve z-transform

Use properties to solve z-transform

 

01 The eleventh homework


1. Introduction to Exercises

  In the eleventh assignment, there is an exercise about applying the z-transform property to solve the sequence z-transform. These exercises help us to solve the sequence z-transform results. Let's take a look at how they are solved.

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2. Problem solving

1. The first sub-question

  The first sub-problem, is an exponential sequence multiplied by n. There are two ways to solve it. The first way to solve it is to apply the sequential linear weighting property. Equal to the z-transform derivative of the sequence, multiplied by negative z. The second applies series exponential weighting, equal to the z-transform of the series for scaling. 

  The first solution idea starts from the z-transformation of the exponential sequence. Write down the corresponding conversion factor. Then consider independent variable weighting. It is equivalent to deriving the z-transform. After calculation and simplification, the z-transform result of the sequence can be obtained. Next, consider the second solution idea.  

  Find the z-transform of n sequences first. It can be found from the typical signal z-transform table. Considering exponential weighting, replace z in the result with half of z. Simplify it, and finally get the transformation result. It can be seen that the two results are the same. In the first sub-problem, we reviewed the linear and exponential weighting properties of the z-transform.

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2. Second question

  The second sub-question actually contains two sequences, the front is the n sequence, and the back is the constant sequence. They are all typical sequence signals. The corresponding z-transforms can be written separately, combined together, and the z-transform of the sequence can be obtained after simplification. This solution is relatively simple.
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  You can also use the displacement characteristics of the z-transform to solve the z-transform of this small problem. Start with the z-transform of the n-sequence, and use the unilateral z-transform feature to write the corresponding results. By simplifying the result, the z-transform of the sequence can be obtained. A minus sign was missed during the simplification in the previous result. In comparison, it is more convenient to decompose the sequence into two and solve them separately.

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3. The third question

  The third sub-problem includes a series accumulation part, which is equal to the convolution of negative one index series and u(n). The z-transform of the sequence can be written, and then the convolution theorem of the z-transform is used, and the z-transform of the series accumulation sequence is equal to their product. This results in the z-transform of the accumulated sequence. Consider the previous index series weighting again. The previous z-transformation is subjected to variable substitution, and finally the z-transformation of the sequence after exponential weighting is obtained. This is the z-transform of the x3(n) sequence. 

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4. The fourth question

  For the fourth subproblem, include a rational fraction for n. Now the n+1th sequence starts, and its z-transform can be obtained by looking up the common sequence z-transform table, which corresponds to multiplying z by the log z-1 score z. Then consider the n+2 1/2 sequence. Using the z-transform displacement property, its corresponding z-transform is multiplied by z on the basis of the previous result. Finally, consider exponentially weighting a to the nth power. Corresponding to dividing z by a, after variable substitution, the final transformation result can be obtained. In this process, the z-transformation of the n+1 signal is applied, the displacement characteristic and the exponential weighting characteristic.

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5. The fifth question

  The fifth sub-question looks cumbersome, but in fact it can be regarded as the result of a cosine sequence weighted by one-fifth proportional sequence. A cosine sequence is a typical signal, and its corresponding z-transform can be written through the common sequence z-transform table. On this basis, considering the influence of exponential weighting, replace z with 5z, and thus obtain the z transformation of the sequence. This is the result of this calculation.

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Summary  ※


  This article discusses the application of properties to solve the z-transform of a sequence. The flexible application of these properties can help us to obtain the z-transform of the sequence efficiently and easily.
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