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
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:
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:
The corresponding output for this scaled input is:
For the system to be linear, the output must also scale by the same factor:
Let us test this with a counterexample by setting c = -1 and x(t) = 1:
The output for the scaled input is:
However, the scaled output is:
Since the two results are not equal (), 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:
The response of the system to this delayed input is:
Now, delaying the original output y(t) by t0 yields:
Because the output due to the shifted input is identical to the shifted output (), 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.
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