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* x1[n]* x2[n] = X1(z)X2(z)
 
* x1[n]* x2[n] = X1(z)X2(z)
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Inverse Z-Transform
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Returns a complex variable representation back into a discrete-time signal.
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* <math> x[n] = Z^{-1}[X(z)] = \int X(z)z^{n-1}\ </math>
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in this case the integral is around a counter-clockwise clothed path encircling the origin of the complex plane and entirely inside the R.O.C.

Revision as of 10:16, 8 September 2009

The Z-Transform

The z-transform converts a discrete-time signal into a complex frequency domain representation.

  • $ X(z) = \sum_{n=-\infty}^\infty (x[n]z^{-n}) $

Some Properties:

Linearity:

  • $ ax1[n]+bx2[n] = aX1(z)+bX2(z) $

Time-Shifting:

  • $ x[n-k] = z^{-k}X(z) $

Scaling in Z domain:

  • $ a^{n}Y(z) = X(a^{-1}Z) $

Time Reversal:

  • $ x[-n] = X(z^{-1}) $

Convolution:

  • x1[n]* x2[n] = X1(z)X2(z)


Inverse Z-Transform

Returns a complex variable representation back into a discrete-time signal.

  • $ x[n] = Z^{-1}[X(z)] = \int X(z)z^{n-1}\ $

in this case the integral is around a counter-clockwise clothed path encircling the origin of the complex plane and entirely inside the R.O.C.

Alumni Liaison

Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett