Which of the following describes the impulse response of a stable, causal LTI system?

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Multiple Choice

Which of the following describes the impulse response of a stable, causal LTI system?

Explanation:
The main idea is how BIBO stability constrains the impulse response of a stable, causal LTI system. For BIBO stability, the impulse response must be absolutely integrable, meaning the integral of its absolute value is finite. If the system is causal, h(t) = 0 for t < 0, so this reduces to ∫_0^∞ |h(t)| dt < ∞. Then, with any bounded input x(t) satisfying |x(t)| ≤ M, the output y(t) = (h * x)(t) satisfies |y(t)| ≤ M ∫_0^∞ |h(τ)| dτ. Because that integral is finite, the output remains bounded for all t, which is exactly the stability condition. The other statements don’t describe a stable, causal impulse response: non-causality contradicts the premise, finite energy with infinite L1 norm would not guarantee bounded output for all bounded inputs, and growth without bound would mean instability.

The main idea is how BIBO stability constrains the impulse response of a stable, causal LTI system. For BIBO stability, the impulse response must be absolutely integrable, meaning the integral of its absolute value is finite. If the system is causal, h(t) = 0 for t < 0, so this reduces to ∫_0^∞ |h(t)| dt < ∞. Then, with any bounded input x(t) satisfying |x(t)| ≤ M, the output y(t) = (h * x)(t) satisfies |y(t)| ≤ M ∫_0^∞ |h(τ)| dτ. Because that integral is finite, the output remains bounded for all t, which is exactly the stability condition. The other statements don’t describe a stable, causal impulse response: non-causality contradicts the premise, finite energy with infinite L1 norm would not guarantee bounded output for all bounded inputs, and growth without bound would mean instability.

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