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 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 produce the output:
Let another input produce the output:
Now, let the combined input be . The output for this combined input is:
However, the sum of the individual outputs is:
Since , 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 , such that . The response to this delayed input is:
Now, if we delay the original output by , we obtain:
Since , the system is time-invariant.
Conclusion:
Combining the two properties, the system is non-linear and time-invariant.
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