Digital signal processing and the z-transform

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SUMMARY

The discussion centers on the need for supplementary resources to understand the z-transform in Digital Signal Processing, specifically in relation to the textbook "Applied Digital Signal Processing" by Manolakis and Ingle. The participant seeks rigorous proofs and complex analysis textbooks that address the z-transform. A particular focus is on understanding the Region of Convergence (ROC) and its implications for sequence behavior, highlighting a gap in the foundational explanations provided in the primary text.

PREREQUISITES
  • Understanding of Digital Signal Processing concepts.
  • Familiarity with the z-transform and its applications.
  • Basic knowledge of complex analysis.
  • Ability to interpret mathematical proofs and theorems.
NEXT STEPS
  • Research complex analysis textbooks that include discussions on the z-transform.
  • Study the concept of Region of Convergence (ROC) in detail.
  • Explore rigorous mathematical proofs related to the z-transform.
  • Examine additional resources on Digital Signal Processing to reinforce foundational concepts.
USEFUL FOR

Students and professionals in Digital Signal Processing, mathematicians seeking to deepen their understanding of the z-transform, and educators looking for comprehensive resources to teach these concepts effectively.

Avatrin
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Hi
I am currently learning Digital Signal Processing from Applied Digital Signal Processing by Manolakis and Ingle. However, my background is in mathematics, so I like being shown why an assertion is true. So, in the chapter about the z-transform is where I start seeing this becoming an issue.

So, what book can I use to complement Manolakis' and Ingles book? Currently, I am just looking for rigorous proofs of the results in the chapter about the z-transform.
 
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Do you have any complex analysis textbooks from your math background that touch on the z-transform?

Any example of results that you are particularly interested in rigorous proofs for?
 
I have a complex analysis textbook, but I do not think it touches upon the z-transform, but when I am back home, I'll look through the table of contents.

I was reading through the chapter on z-transform two weeks ago, so I do not remember now exactly what I was discontent with. However, I do remember one thing I did not quite understand: When learning about how I can use the ROC to find out what the sequence will look like, I cannot remember learning why it will be the way I was shown it will; I was just told so.
 

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