Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Z-transform
Sinusoidal Functions
Hyperbolic Functions

Formulas

Z{sin(ωn + θ)} = (z sin θ - z^2 sin (ω + θ)) / (z^2 - 2z cos(ω) + 1)
Z{cosh(ωn + θ)} = (z cosh θ - cosh ω) / (z^2 - 2z cosh(ω) + 1)

Theorems

Z-transform properties for trigonometric and hyperbolic functions

Suitable Grade Level

Undergraduate level (Calculus/Discrete Mathematics)