Hann function

Hann function (left), and its frequency response (right)

The Hann function, named after the Austrian meteorologist Julius von Hann, is a discrete window function given by

w(n)={\frac {1}{2}}\;\left(1-\cos \left({\frac {2\pi n}{N-1}}\right)\right)

w(n)=\sin ^{2}\left({\frac {\pi n}{N-1}}\right)

or, in terms of the haversine function,

w(n)=\operatorname{hav}\left(\frac {2 \pi n} {N-1} \right).

Spectrum

The Hann window is a linear combination of modulated rectangular windows $w_{r}={\mathbf {1}}_{{[0,N-1]}}$ . From Euler's formula

w(n)={\frac {1}{2}}\,w_{r}(n)-{\frac {1}{4}}e^{{{\mathrm {i}}2\pi {\frac {n}{N-1}}}}w_{r}(n)-{\frac {1}{4}}e^{{-{\mathrm {i}}2\pi {\frac {n}{N-1}}}}w_{r}(n)

Due to the basic properties of the Fourier transform, its spectrum is

{\hat {w}}(\omega )={\frac {1}{2}}{\hat {w}}_{r}(\omega )-{\frac {1}{4}}{\hat {w}}_{r}\left(\omega +{\frac {2\pi }{N-1}}\right)-{\frac {1}{4}}{\hat {w}}_{r}\left(\omega -{\frac {2\pi }{N-1}}\right)

with the spectrum of the rectangular window

{\hat {w}}_{r}(\omega )=e^{-\mathrm {i} \omega {\frac {N-1}{2}}}{\frac {\sin(N\omega /2)}{\omega /2}}

(the modulation factor vanishes if windows are time-shifted around 0).

Name

Hann function is the original name, in honour of von Hann; however, the erroneous "Hanning" function is also heard of on occasion, derived from the paper in which it was named, where the term "hanning a signal" was used to mean applying the Hann window to it. The confusion arose from the similar Hamming function, named after Richard Hamming.

Use

The Hann function is typically used as a window function in digital signal processing to select a subset of a series of samples in order to perform a Fourier transform or other calculations.

i.e. (using continuous version to illustrate)

S(\tau )=\int w(t+\tau )f(t)\,dt

Such windows are also widely called "Hanning windows" and "Hann'd".

The advantage of the Hann window is very low aliasing, and the tradeoff slightly is a decreased resolution (widening of the main lobe).

References

Harris, F. J. (1978). "On the use of windows for harmonic analysis with the discrete Fourier transform". Proceedings of the IEEE. 66: 51. doi:10.1109/PROC.1978.10837.
Blackman, R. B.; Tukey, J. W. (1958). "The Measurement of Power Spectra from the Point of View of Communications Engineering - Part I". Bell System Technical Journal. 37: 185. doi:10.1002/j.1538-7305.1958.tb03874.x.

External links

Hann function at MathWorld

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Hann function

Spectrum

Name

Use

See also

References

External links