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Is y(t) = x(t−2) + x(2−t) LTI

Short answer

The system is linear because superposition holds. It is time-variant because x(2-t) changes differently under input delay; delaying input gives x(2-t-t0) but delayed output has x(2-t+t0). Thus it is not LTI.

Consider a continuous time system with input x(t) and output y(t) related by y(t) = x(t−2) + x(2−t). Is the system Linear Time invariant? Explain.

Given y(t)=x(t−2)+x(2−t)y(t) = x(t-2) + x(2-t). Check linearity and time invariance separately.

Linearity

Let x1(t)→y1(t)=x1(t−2)+x1(2−t)x_1(t) \to y_1(t) = x_1(t-2) + x_1(2-t) and x2(t)→y2(t)=x2(t−2)+x2(2−t)x_2(t) \to y_2(t) = x_2(t-2) + x_2(2-t).

For x3(t)=ax1(t)+bx2(t)x_3(t) = a x_1(t) + b x_2(t):

y3(t)=x3(t−2)+x3(2−t)=ax1(t−2)+bx2(t−2)+ax1(2−t)+bx2(2−t)=a[x1(t−2)+x1(2−t)]+b[x2(t−2)+x2(2−t)]=ay1(t)+by2(t)\begin{aligned} y_3(t) &= x_3(t-2) + x_3(2-t) \\ &= a x_1(t-2) + b x_2(t-2) + a x_1(2-t) + b x_2(2-t) \\ &= a\big[x_1(t-2) + x_1(2-t)\big] + b\big[x_2(t-2) + x_2(2-t)\big] \\ &= a y_1(t) + b y_2(t) \end{aligned}

Superposition holds, so the system is linear.

Time invariance

Apply a delayed input x1(t)=x(t−t0)x_1(t) = x(t - t_0). The output is obtained by replacing x(⋅)x(\cdot) with x(⋅−t0)x(\cdot - t_0):

y1(t)=x1(t−2)+x1(2−t)=x(t−2−t0)+x(2−t−t0)y_1(t) = x_1(t-2) + x_1(2-t) = x(t - 2 - t_0) + x(2 - t - t_0)

Now delay the original output by t0t_0 (replace tt by t−t0t - t_0):

y(t−t0)=x(t−t0−2)+x(2−t+t0)y(t - t_0) = x(t - t_0 - 2) + x(2 - t + t_0)

The first terms match, but the second terms differ: x(2−t−t0)≠x(2−t+t0)x(2 - t - t_0) \ne x(2 - t + t_0). So y1(t)≠y(t−t0)y_1(t) \ne y(t - t_0) and the system is time-variant.

Counter-example: let x(t)=δ(t)x(t) = \delta(t). Then y(t)=δ(t−2)+δ(2−t)=2δ(t−2)y(t) = \delta(t-2) + \delta(2-t) = 2\delta(t-2). For x(t)=δ(t−1)x(t) = \delta(t-1): y(t)=δ(t−3)+δ(1−t)=δ(t−3)+δ(t−1)y(t) = \delta(t-3) + \delta(1-t) = \delta(t-3) + \delta(t-1), which is not y(t−1)=2δ(t−3)y(t-1) = 2\delta(t-3).

The cause is the time-reversal term x(2−t)x(2 - t): a delay of the input moves this part of the output earlier, not later.

Answer: the system is linear but time-variant, so it is not an LTI system. (It is also non-causal: y(0)=x(−2)+x(2)y(0) = x(-2) + x(2) needs a future input.)

✓ Answer checked by Claude Opus 5.5 (high effort)

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