Revision as of 08:51, 23 September 2009 by Kumar51 (Talk | contribs)

Rep Function:

A rep function periodically repeats another function with some specified period T ( basically sampling time). Mathematically a rep operator is a function x(t) convoluted with a summation of shifted deltas:

  $ rep_T  $ = $ x(t)* P_T (t)  $
                      = $ x(t)* \sum_{k=-\infty}^{\infty}\delta(t-kT)  $
                      = $ \sum_{k=-\infty}^{\infty}x(t) * \delta(t-kT)  $
                      = $ \sum_{k=-\infty}^{\infty}x(t-kT)  $

If below is the x(t):

Functiona.jpg

Then the $ rep_T $x(t) looks like:

Repped.jpg

The resulting function is periodic with period T. To keep x(t) repeating without aliasing, the minimum sampling period should be $ \geqq 2 * T $

Comb Function

A comb function multiplies a function with a periodic train of impulses.

   $  comb_T  ${x(t)} = $  x(t) . \sum_{k=-\infty}^{\infty}\delta(t-kT)  $ = $  x(t) . P_T (t)  $

Using the same x(t) as above as our function to be multiplied with a train of impulses, we get:

[[Image:]]

Note: The Fourier Transform of a $ rep_T $ x(t) gives the comb function of x(t) but in the frequency domain.

$ \mathfrak{F} (rep_T [x(t)]) = \mathfrak{F} ( x(t) * P_T (t) ) = \mathrm{X}(f).\mathrm{P_T}(f) $

Where

$ \mathrm{P_T}(f) = \mathfrak{F} ( \sum_{k} \delta(t-kT)) $

       $  {{=}}  \mathfrak{F} ( \sum_{n=-\infty}^{\infty} )  $

Alumni Liaison

Ph.D. on Applied Mathematics in Aug 2007. Involved on applications of image super-resolution to electron microscopy

Francisco Blanco-Silva