Question Details

Consider the discrete-time systems Tand T2 defined as follows:

{ T 1 x } [ n ] = x [ 0 ] + x [ 1 ] + + x [ n ] { T 2 x } [ n ] = x [ 0 ] + 1 2 x [ 1 ] + + 1 2 n x [ n ]          

Which one of the following statements is true?

Options

A

Tand Tare BIBO stable

B

Tand T2 are not BIBO stable

C

T1 is BIBO stable but T2 is not BIBO stable

D

Tis not BIBO stable but T2 is BIBO stable

Show Answer

Correct Answer :

Option D

Tis not BIBO stable but T2 is BIBO stable

Solution :

The correct option is: T1 is not BIBO stable but T2 is BIBO stable.

1. Understanding BIBO Stability
A system is defined to be Bounded-Input Bounded-Output (BIBO) stable if every bounded input produces a bounded output. Specifically, if the input x[n] satisfies:
|x[n]|Mx<
for all n, then the output y[n] must satisfy:
|y[n]|My<
for all n, where Mx and My are finite constants.

2. Analyzing System T1
The output of the first system is given by:
{ T1 x } [n] = k=0 n x [k]
To test for BIBO stability, we can choose a bounded input and check if it yields an unbounded output. Let us choose a simple bounded input, the constant unit step sequence:
x[n]=1
for all n0. This input is clearly bounded since |x[n]|1 for all n.
Substituting this input into the equation for T1 gives:
{ T1 x } [n] = k=0 n 1 = n + 1
As n, the output (n+1) and grows without bound. Because a bounded input has produced an unbounded output, T1 is not BIBO stable.

3. Analyzing System T2
The output of the second system is defined as:
{ T2 x } [n] = k=0 n ( 12 ) k x [k]
Let us assume any arbitrary bounded input x[n] such that |x[n]|M< for all n. We check the absolute value of the output:
| { T2 x } [n] | = | k=0 n ( 12 ) k x [k] |
Applying the triangle inequality:
| { T2 x } [n] | k=0 n ( 12 ) k | x [k] |
Since |x[k]|M for all k:
| { T2 x } [n] | M k=0 n ( 12 ) k
The summation is a finite geometric series with a sum of:
k=0 n ( 12 ) k = 1 - ( 12 ) n + 1 1 - 12 = 2 [ 1 - ( 12 ) n + 1 ] < 2
Thus, the magnitude of the output is strictly bounded:
| { T2 x } [n] | < 2 M
Because the output is guaranteed to remain bounded (<2M) for any bounded input (M), T2 is BIBO stable.

Therefore, T1 is not BIBO stable but T2 is BIBO stable.

Unlock Our Free Library

Access expert-curated educational resources and study materials—completely free.

Discover more resources

You may also like

Ask AI Tutor
5 left
Q1 View Question & Options
AI Tutor is solving this question...
Reading question context & options...