Math Problem Statement

Find the Z-transform of Z(𝑛cosnθ. )

Solution

To find the Z-transform of Z{ncos(nθ)}Z\{n \cos(n\theta)\}, we can use the fact that the Z-transform of a sequence involving ncos(nθ)n \cos(n\theta) can be computed using standard properties and formulas related to sequences with a cosine factor.

Solution

The Z-transform of x[n]=ncos(nθ)x[n] = n \cos(n\theta) is given by: X(z)=n=0(ncos(nθ))znX(z) = \sum_{n=0}^{\infty} (n \cos(n\theta)) z^{-n}

This expression can be evaluated more easily using a known result. For a sequence x[n]=ncos(ω0n)x[n] = n \cos(\omega_0 n), the Z-transform X(z)X(z) is: X(z)=zcos(ω0)z2cos(ω0)(zejω0)(zejω0)2X(z) = \frac{z \cos(\omega_0) - z^2 \cos(\omega_0)}{(z - e^{j \omega_0})(z - e^{-j \omega_0})^2}

Applying the Formula

  1. Set ω0=θ\omega_0 = \theta in this case.
  2. Substitute into the formula to find X(z)X(z).

Thus, the Z-transform of ncos(nθ)n \cos(n\theta) is: X(z)=zcos(θ)z2cos(θ)(zejθ)(zejθ)2X(z) = \frac{z \cos(\theta) - z^2 \cos(\theta)}{(z - e^{j \theta})(z - e^{-j \theta})^2}

This result simplifies further if needed, but generally, this form is often left as is for clarity in applications.

Would you like further details on how to derive this result? Here are some related questions for additional insight:

  1. How do we derive the Z-transform of nsin(nθ)n \sin(n\theta)?
  2. What is the general Z-transform formula for sequences with exponential factors?
  3. How do you find the region of convergence (ROC) for this Z-transform?
  4. How does the Z-transform handle time-shifted cosine sequences?
  5. Can this Z-transform result be used in inverse Z-transform calculations?

Tip: For trigonometric sequences, breaking down the expression using Euler's formula often simplifies Z-transform computations.

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Math Problem Analysis

Mathematical Concepts

Z-Transform
Discrete-Time Signal Processing
Trigonometric Sequences

Formulas

Z{x[n] = n cos(nθ)} = Σ (n cos(nθ)) z^(-n) for n=0 to ∞
Z-transform of n cos(ω₀n): X(z) = (z cos(ω₀) - z² cos(ω₀)) / ((z - e^(jω₀))(z - e^(-jω₀))²)

Theorems

Z-Transform properties for trigonometric and polynomial sequences

Suitable Grade Level

Undergraduate (Engineering or Applied Mathematics)