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The z-Transform: Introduction

The z-Transform: Introduction. Why z-Transform? Many of signals (such as x(n)=u(n), x(n) = (0.5) n u(-n), x(n) = sin(n ω ) etc. ) do not have a DTFT. Advantages like Fourier transform provided: Solution process reduces to a simple algebraic procedures

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The z-Transform: Introduction

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  1. The z-Transform: Introduction • Why z-Transform? • Many of signals (such as x(n)=u(n), x(n) = (0.5)nu(-n), x(n) = sin(nω) etc. ) do not have a DTFT. • Advantages like Fourier transform provided: • Solution process reduces to a simple algebraic procedures • The temporal domain sequence output y(n) = x(n)*h(n) can be represent as Y(z)= X(z)H(z) • Properties of systems can easily be studied and characterized in z – domain (such as stability..) • Topics: • Definition of z –Transform • Properties of z- Transform • Inverse z- Transform

  2. Definition of the z-Transform • Definition:The z-transform of a discrete-time signal x(n) is defined by where z = rejwis a complex variable. The values of z for which the sum converges define a region in the z-plane referred to as the region of convergence (ROC). • Notationally, if x(n) has a z-transform X(z), we write • The z-transform may be viewed as the DTFT or an exponentially weighted sequence. Specifically, note that with z = rejw, X(z) can be looked as the DTFT of the sequence r--nx(n) and ROC is determined by the range of values of r of the following right inequation.

  3. ROC & z-plane • Complex z-plane z = Re(z)+jIm(z) = rejw • Zeros and poles of X(z) Many signals have z-transforms that are rational function of z: Factorizing it will give: The roots of the numerator polynomial, βk,are referred to as the zeros (o) and αk are referred to as poles (x). ROC of X(z) will not contain poles.

  4. ROC properties • ROC is an annulus or disc in the z-plane centred at the origin. i.e. • A finite-length sequence has a z-transform with a region of convergence that includes the entire z-plane except, possibly, z = 0 and z = . The point z = will be included if x(n) = 0 for n < 0, and the point z = 0 will be included if x(n) = 0 for n > 0. • A right-sided sequence has a z-transform with a region of convergence that is the exterior of a circle: ROC: |z|>α • A left-sided sequence has a z-transform with a region of convergence that is the interior of a circle: ROC: |z|<β • The Fourier Transform of x(n) converges absolutely if and only if ROC of z-transform includes the unit circle

  5. Properties of Z-Transform • Linearity If x(n) has a z-transform X(z) with a region of convergence Rx, and if y(n) has a z-transform Y(z) with a region of convergence Ry, and the ROC of W(z) will include the intersection of Rx and Ry, that is, Rw contains . • Shifting property If x(n) has a z-transform X(z), • Time reversal If x(n) has a z-transform X(z) with a region of convergence Rx that is the annulus , the z-transform of the time-reversed sequence x(-n) is and has a region of convergence , which is denoted by

  6. Properties of Z-Transform • Multiplication by an exponential • If a sequence x(n) is multiplied by a complex exponential αn. • Convolution theorm If x(n) has a z-transform X(z) with a region of convergence Rx, and if h(n) has a z-transform H(z) with a region of convergence Rh, The ROC of Y(z) will include the intersection of Rx and Rh, that is, Ry contains Rx∩ Rh . With x(n), y(n), and h(n) denoting the input, output, and unit-sample response, respectively, and X(z), Y(x), and H(z) their z-transforms. The z-transform of the unit-sample response is often referred to as the system function. • Conjugation If X(z) is the z-transform of x(n), the z-transform of the complex conjugate of x(n) is

  7. Properties of Z-Transform • Derivative • If X(z) is the z-transform of x(n), the z-transform of is • Initial value theorem If X(z) is the z-transform of x(n) and x(n) is equal to zero for n<0, the initial value, x(0), maybe be found from X(z) as follows:

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