Q5Advanced Engineering Mathematics
Question
Answer
A rigorous derivation of the two-sided Z-transform for a double-sided exponential sequence by splitting the summation and defining regions of absolute convergence.
The problem dictates the calculation of the discrete Z-transform for the double-sided sequence , which extends infinitely in both the positive and negative temporal directions. The fundamental definition for a two-sided Z-transform is the infinite bilateral series . Because the sequence involves an absolute value operation on the index , the mathematical behavior of the sequence fundamentally changes at the origin. Therefore, to evaluate the summation, we must meticulously split it into two independent, one-sided summations: one for negative indices and one for non-negative indices.
1. Decomposing the Bilateral Summation
We mathematically partition the infinite summation around :
For the right-hand summation (where ), the absolute value is redundant since is inherently positive, so . The sum simplifies directly to .
For the left-hand summation (where ), the absolute value mathematically equates to negation, so . To make the indices positive and standard, we perform a substitution of variables. We let an arbitrary dummy variable . As travels from down to , the new index will correspondingly travel from up to .
2. Evaluating the Infinite Geometric Series
We now have two distinct infinite geometric series to evaluate. The formula for the sum of an infinite geometric progression is , strictly provided that the absolute value of the common ratio . This strict mathematical condition defines the system's Region of Convergence (ROC).
Evaluating the Positive-Time Summation:
This specific summation only converges if , which algebraically implies .
Evaluating the Negative-Time Summation:
This summation only converges if , which algebraically implies .
3. System Synthesis and ROC Intersections
The complete, overarching transform only mathematically exists in regions where both individual summations simultaneously converge. Therefore, the total Region of Convergence is the exact intersection of the two individual constraints: . (Note: For this annular region to exist, we must strictly have , implying ).
We now algebraically combine the evaluated closed-form sums to construct the final expression:
To provide the most robust final answer, we synthesize this into a single cohesive fraction by finding a common denominator :
This elegantly compact rational function, constrained perfectly within the annular region of convergence , rigorously represents the complete two-sided Z-transform of the symmetric exponential sequence.