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Energy or power: x(t) = e^(−at)

Short answer

Energy signal: finite nonzero energy, zero power (e.g., e^(-2t)u(t)). Power signal: finite nonzero power, infinite energy (e.g., cosine). For x(t)=e^(-at)u(t) with a>0, E=1/(2a), P=0, so it is an energy signal.

Define energy signal and power signal. Determine whether the signal is a power signal or energy signal. x(t) = e^(−at) for a > 0

  • Energy signal: a signal whose total energy is finite and non-zero, 0<E<∞0 < E < \infty. Its average power is then zero. Example: a single pulse, e−2tu(t)e^{-2t}u(t).
  • Power signal: a signal whose average power is finite and non-zero, 0<P<∞0 < P < \infty. Its total energy is then infinite. Example: cos⁡ω0t\cos\omega_0 t, u(t)u(t), any periodic signal.

For a continuous-time signal:

E=lim⁡T→∞∫−TT∣x(t)∣2 dt,P=lim⁡T→∞12T∫−TT∣x(t)∣2 dtE = \lim_{T\to\infty}\int_{-T}^{T}|x(t)|^2\,dt, \qquad P = \lim_{T\to\infty}\frac{1}{2T}\int_{-T}^{T}|x(t)|^2\,dt

For a discrete-time signal:

E=∑n=−∞∞∣x[n]∣2,P=lim⁡N→∞12N+1∑n=−NN∣x[n]∣2E = \sum_{n=-\infty}^{\infty}|x[n]|^2, \qquad P = \lim_{N\to\infty}\frac{1}{2N+1}\sum_{n=-N}^{N}|x[n]|^2

A signal that has neither finite energy nor finite non-zero power is neither an energy nor a power signal (e.g. ete^{t}, t u(t)t\,u(t)).

x(t)=e−atx(t) = e^{-at}, a>0a > 0

The exponential is usually taken as one-sided, x(t)=e−atu(t)x(t) = e^{-at}u(t), i.e. it starts at t=0t = 0.

Energy:

E=∫0∞e−2at dt=[e−2at−2a]0∞=12a\begin{aligned} E &= \int_{0}^{\infty}e^{-2at}\,dt = \left[\frac{e^{-2at}}{-2a}\right]_0^{\infty} = \frac{1}{2a} \end{aligned}

Finite, since a>0a > 0.

Power:

P=lim⁡T→∞12T∫0Te−2at dt=lim⁡T→∞1−e−2aT4aT=0P = \lim_{T\to\infty}\frac{1}{2T}\int_0^{T}e^{-2at}\,dt = \lim_{T\to\infty}\frac{1-e^{-2aT}}{4aT} = 0

Answer: e−atu(t)e^{-at}u(t) is an energy signal with E=12aE = \frac{1}{2a} and P=0P = 0.

Note: if e−ate^{-at} is taken for all tt (−∞<t<∞-\infty < t < \infty), it grows without bound as t→−∞t \to -\infty: E=∞E = \infty and P=lim⁡T→∞e2aT4aT=∞P = \lim_{T\to\infty} \frac{e^{2aT}}{4aT} = \infty, so it is neither an energy nor a power signal.

✓ Answer checked by Claude Opus 5.5 (high effort)

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