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

Show Answer

Correct Answer :

Option D

Non-linear and time-invariant

Solution :

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

To determine the nature of the system, we analyze it for both linearity and time-invariance.

1. Linearity Test:
A system is linear if it satisfies both the additivity and homogeneity properties (superposition principle). Let us test the additivity property using counterexamples.
Let an input x1(t)=1 produce the output:
y1(t)=max(0,1)=1
Let another input x2(t)=-2 produce the output:
y2(t)=max(0,-2)=0
Now, let the combined input be x3(t)=x1(t)+x2(t)=1+(-2)=-1. The output for this combined input is:
y3(t)=max(0,-1)=0
However, the sum of the individual outputs is:
y1(t)+y2(t)=1+0=1
Since y3(t)y1(t)+y2(t), the superposition principle does not hold. Thus, the system is non-linear.

2. Time-Invariance Test:
A system is time-invariant if a time shift in the input signal results in an identical time shift in the output signal.
Let the input signal be delayed by a time shift t0, such that xd(t)=x(t-t0). The response to this delayed input is:
yd(t)=max(0,xd(t))=max(0,x(t-t0))
Now, if we delay the original output y(t) by t0, we obtain:
y(t-t0)=max(0,x(t-t0))
Since yd(t)=y(t-t0), the system is time-invariant.

Conclusion:
Combining the two properties, the system is non-linear and time-invariant.

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