Thursday, 2 June 2016

frequency spectrum - Relation between Power Spectral Density and RMS of the signal



I have a pressure signal at two locations (r=1 and r=1.3). I found the Power spectral density (PSD) and the Root Mean Square (RMS) of the siganl. My question is why at r=1 the PSD is higher than the PSD at r=1.3 while the RMS at r=1 is less than RMS at r=1.3.


I mean is there any relation between PSD and RMS of the signal?


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Answer



instantaneous power is:


$$ p_x(t) = |x(t)|^2 $$


mean power is:


$$\begin{align} P_x &= \lim_{T \to \infty} \quad \frac{1}{T} \int\limits_{-\frac{T}{2}}^{+\frac{T}{2}} p_x(t) \, dt \\ \\ &= \lim_{T \to \infty} \quad \frac{1}{T} \int\limits_{-\frac{T}{2}}^{+\frac{T}{2}} |x(t)|^2 \, dt \\ \end{align}$$


the relation between Power Spectral Density to mean power is:


$$ P_x = \int\limits_{-\infty}^{\infty} S_x(f) \, df $$



the relation between Root Mean Square to mean power is:


$$ P_x = \lVert x(t) \rVert^2 $$


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