Selected data points of the step response of a stable first-order linear time-invariant (LTI) system are given below. The closest value of the time-constant, in sec, of the system is:
| Time (sec) | 0.6 | 1.6 | 2.6 | 10 | ∞ |
|---|---|---|---|---|---|
| Output | 0.78 | 1.65 | 2.18 | 2.98 | 3 |
y(t) = A(1 - e-t/τ)
where A = 3 is the final value and τ is the time constant. We can estimate τ using a data point.Using the value at t = 1.6, we have:
y(1.6) = 1.65 = 3(1 - e-1.6/τ)
⇒ 1.65 / 3 = 1 - e-1.6/τ
⇒ e-1.6/τ = 1 - 0.55 = 0.45
⇒ -1.6 / τ = ln(0.45)
⇒ τ = 1.6 / -ln(0.45) ≈ 1.6 / 0.798 ≈ 2.0
Consider the discrete-time systems $ T_1 $ and $ T_2 $ defined as follows:
$ [T_1x][n] = x[0] + x[1] + \dots + x[n], $
$ [T_2x][n] = x[0] + \frac{1}{2}x[1] + \dots + \frac{1}{2^n}x[n]. $
Which of the following statements is true?