Question Details

If the input x(t) and output y(t) of a system are related as y(t) = max (0, x(t)), then the system is

Options

A

Linear and time-variant

B

Linear and time-invariant

C

Non-linear and time-variant

D

Non-linear and time-invariant

Correct Answer :

Non-linear and time-invariant

Solution :

The correct option is Non-linear and time-invariant.

To determine the nature of the system, we analyze its linearity and time-invariance properties separately based on the given input-output relationship:

y ( t ) = max ( 0 , x ( t ) )

1. Test for Linearity:
A system is linear if and only if it satisfies both the additivity and scaling (homogeneity) properties. Let's check the scaling property. If we scale the input by a constant factor c, the new input is:
x 1 ( t ) = c · x ( t )
The corresponding output for this scaled input is:
y 1 ( t ) = max ( 0 , c · x ( t ) )
For the system to be linear, the output must also scale by the same factor:
c · y ( t ) = c · max ( 0 , x ( t ) )
Let us test this with a counterexample by setting c = -1 and x(t) = 1:
The output for the scaled input is:
y 1 ( t ) = max ( 0 , - 1 ) = 0
However, the scaled output is:
- 1 · y ( t ) = - 1 · max ( 0 , 1 ) = - 1
Since the two results are not equal (0-1), the homogeneity property does not hold. Thus, the system is non-linear.

2. Test for Time-Invariance:
A system is time-invariant if a time shift in the input results in the exact same time shift in the output. Let the input be delayed by a time shift t0:
x 2 ( t ) = x ( t - t 0 )
The response of the system to this delayed input is:
y 2 ( t ) = max ( 0 , x ( t - t 0 ) )
Now, delaying the original output y(t) by t0 yields:
y ( t - t 0 ) = max ( 0 , x ( t - t 0 ) )
Because the output due to the shifted input is identical to the shifted output (y2(t)=y(t-t0)), the system is time-invariant.

Conclusion:
Since the system violates the scaling condition of linearity but satisfies the criteria for time shift behavior, the system is classified as non-linear and time-invariant.

Unlock Our Free Library

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