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DT periodicity; energy/power of 5cosπt + sin5πt

Short answer

A discrete-time signal is periodic iff its frequency ratio ω₀/(2π) is rational. The signal f(t)=5cosπt+sin5πt is continuous-time; periods are 2 s and 0.4 s with rational ratio, making it periodic with T₀=2 s. Its average power is P=13 W, finite and nonzero, so f(t) is a power signal.

Derive necessary condition for a discrete time signal to be periodic. Determine whether the following signals are energy or power signal f(t) = 5 cos πt + sin 5πt

Necessary condition for DT periodicity

A discrete-time signal is periodic with period NN (a positive integer) if x[n+N]=x[n]x[n+N] = x[n] for all nn.

For x[n]=ejω0nx[n] = e^{j\omega_0 n}:

x[n+N]=ejω0(n+N)=ejω0n ejω0N\begin{aligned} x[n+N] &= e^{j\omega_0 (n+N)} = e^{j\omega_0 n}\,e^{j\omega_0 N} \end{aligned}

For x[n+N]=x[n]x[n+N] = x[n] we need

ejω0N=1  ⇒  ω0N=2πm,m an integere^{j\omega_0 N} = 1 \;\Rightarrow\; \omega_0 N = 2\pi m, \quad m \text{ an integer} ω02π=mN=rational number\frac{\omega_0}{2\pi} = \frac{m}{N} = \text{rational number}

So ejω0ne^{j\omega_0 n} is periodic only if ω0/2π\omega_0/2\pi is a rational number. The fundamental period is the smallest positive integer N=2πm/ω0N = 2\pi m/\omega_0, taking mm as the smallest integer that makes NN an integer (with mm and NN having no common factor). The same condition holds for cos⁡(ω0n+θ)\cos(\omega_0 n+\theta) and sin⁡(ω0n+θ)\sin(\omega_0 n+\theta), because they are sums of such exponentials.

This differs from continuous time, where ejω0te^{j\omega_0 t} is periodic for every ω0≠0\omega_0 \neq 0 (period 2π/∣ω0∣2\pi/|\omega_0|). In discrete time nn takes only integer values, so NN must be an integer.

f(t)=5cos⁡πt+sin⁡5πtf(t) = 5\cos\pi t + \sin 5\pi t

T1=2π/π=2T_1 = 2\pi/\pi = 2 s and T2=2π/5π=0.4T_2 = 2\pi/5\pi = 0.4 s; the ratio is 5 (rational), so f(t)f(t) is periodic with T0=2T_0 = 2 s. A periodic signal has infinite energy, so check its power:

P=1T0∫0T0f2(t) dt=12∫02[25cos⁡2πt+sin⁡25πt+10cos⁡πtsin⁡5πt]dt=12[25+1+0]=13\begin{aligned} P &= \frac{1}{T_0}\int_0^{T_0}f^2(t)\,dt \\ &= \frac{1}{2}\int_0^{2}\left[25\cos^2\pi t + \sin^2 5\pi t + 10\cos\pi t\sin 5\pi t\right]dt \\ &= \frac{1}{2}\left[25 + 1 + 0\right] = 13 \end{aligned}

(The cross term integrates to zero over a common period; each sinusoid of amplitude AA contributes A2/2A^2/2: 25/2+1/2=1325/2 + 1/2 = 13.)

E=∞E = \infty.

Answer: f(t)f(t) is a power signal with P=13P = 13 W (normalised).

✓ Answer checked by Claude Opus 5.5 (high effort)

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