Unit step response of a linear time invariant (LTI) system is given by . Assuming zero initial condition, the transfer function of the system is
- (A)
- (B)
- (C)
- (D)
Unit step response of a linear time invariant (LTI) system is given by . Assuming zero initial condition, the transfer function of the system is
ANSWER
The transfer function is , option D.
Official answer: DSource: Official answer key, GATE 2018 IN (IIT Guwahati)
Laplace transform of the step response (zero initial conditions):
Definition of the transfer function: with zero initial conditions. The input is a unit step, so .
Divide by the input: This is option D.
Check 1, final value theorem: . For D, , which matches . Option C gives and fails. Options A and B also give , so this check alone does not settle the answer.
Check 2, initial slope: the given response has , so . By the initial value theorem, . This limit is for A, for B (a second-order system starts with zero slope), for C and for D. Only option D passes both checks.
KEY IDEA
With zero initial conditions, the transfer function is the Laplace transform of the output divided by the Laplace transform of the input. For a unit-step input that means . The same result follows from differentiating the step response to get the impulse response, , whose transform is .
WATCH OUT FOR
Reading as a pole at and choosing (option C) without working out the gain. That system settles at , not . The numerator must be so that . A second mistake is taking the transform of itself as the transfer function, which forgets to divide by the step input's .
From the GATE 2018 IN paper. Every question of this paper · Download the full paper · All 22 Time response questions, with notes