periodogram
Return the periodogram (Power Spectral Density) of X
Calling Sequence
[PXX, W] = periodogram (X)
[PXX, W] = periodogram (X, WIN)
[PXX, W] = periodogram (X, WIN, NFFT)
[PXX, W] = periodogram (X, WIN, NFFT, FS)
[PXX, W] = periodogram (..., "RANGE")
Parameters
X:
data vector. If X is real-valued a one-sided spectrum is estimated. If X is complex-valued, or "RANGE" specifies "twosided", the full spectrum is estimated.
WIN:
window weight data. If window is empty or unspecified a default rectangular window is used. Otherwise, the window is applied to the signal ('X .* WIN') before computing th periodogram. The window data must be a vector of the same length as X.
NFFT:
number of frequency bins. The default is 256 or the next higher power of 2 greater than the length of X ('max (256,2.^nextpow2 (length (x)))'). If NFFT is greater than the length of the input then X will be zero-padded to the length of NFFT.
FS:
sampling rate. The default is 1.
RANGE:
range of spectrum. "onesided" computes spectrum from [0..nfft/2+1]."twosided" computes spectrum from [0..nfft-1].
Description
The optional second output W are the normalized angular frequencies. For a one-sided calculation W is in the range [0, pi]. If NFFT is even and [0, pi) if NFFT is odd. Similarly, for a two-sided calculation W is in the range [0, 2*pi] or [0, 2*pi)depending on NFFT.
If a sampling frequency is specified, FS, then the output frequencies F will be in the range [0, FS/2] or [0, FS/2) for one-sided calculations. For two-sided calculations the range will be [0, FS).
When called with no outputs the periodogram is immediately plotted in the current figure window.