Math Problem Statement

𝑦[𝑛]=π‘₯[𝑛]+0.23βˆ™π‘₯[π‘›βˆ’1]+π‘₯[π‘›βˆ’2]βˆ’(-1.19)βˆ™π‘¦[π‘›βˆ’1]βˆ’0.79βˆ™π‘¦[π‘›βˆ’2] Derive an expression of the output y[n] in steady state when fsignal equals 100 Hz. The steady state is defined here as the state when all transients have died out.

Solution

To derive the steady-state output expression y[n]y[n] for the given difference equation, we need to consider the following difference equation:

[ y[n] = x[n] + 0.23 \cdot x[n-1] + x[n-2] - (-1.19) \cdot y[n-1] - 0.79 \cdot y[n-2] ]

First, we can rewrite this equation as:

[ y[n] + 1.19 \cdot y[n-1] + 0.79 \cdot y[n-2] = x[n] + 0.23 \cdot x[n-1] + x[n-2] ]

Steady-State Response

In steady state, we assume all transients have died out, which means the system response will be due solely to the input signal. If we assume the input signal is a sinusoidal signal of frequency 100 Hz, say:

x[n]=Acos⁑(2Ο€fnTs+Ο•)x[n] = A \cos(2\pi f n T_s + \phi)

where AA is the amplitude, f=100f = 100 Hz is the frequency, TsT_s is the sampling period, and Ο•\phi is the phase.

For steady-state analysis, the output y[n]y[n] will have the same frequency as the input but generally a different amplitude and phase. So, we can assume:

y[n]=Bcos⁑(2Ο€fnTs+ΞΈ)y[n] = B \cos(2\pi f n T_s + \theta)

where BB and ΞΈ\theta are the steady-state amplitude and phase shift, respectively.

Substituting into the Difference Equation

Substitute x[n]=Acos⁑(2Ο€fnTs+Ο•)x[n] = A \cos(2\pi f n T_s + \phi) and y[n]=Bcos⁑(2Ο€fnTs+ΞΈ)y[n] = B \cos(2\pi f n T_s + \theta) into the difference equation:

Bcos⁑(2Ο€fnTs+ΞΈ)+1.19β‹…Bcos⁑(2Ο€f(nβˆ’1)Ts+ΞΈ)+0.79β‹…Bcos⁑(2Ο€f(nβˆ’2)Ts+ΞΈ)B \cos(2\pi f n T_s + \theta) + 1.19 \cdot B \cos(2\pi f (n-1) T_s + \theta) + 0.79 \cdot B \cos(2\pi f (n-2) T_s + \theta) =Acos⁑(2Ο€fnTs+Ο•)+0.23β‹…Acos⁑(2Ο€f(nβˆ’1)Ts+Ο•)+Acos⁑(2Ο€f(nβˆ’2)Ts+Ο•)= A \cos(2\pi f n T_s + \phi) + 0.23 \cdot A \cos(2\pi f (n-1) T_s + \phi) + A \cos(2\pi f (n-2) T_s + \phi)

We know the trigonometric identity:

cos⁑(ΞΈ+Ξ±)=cos⁑(ΞΈ)cos⁑(Ξ±)βˆ’sin⁑(ΞΈ)sin⁑(Ξ±)\cos(\theta + \alpha) = \cos(\theta)\cos(\alpha) - \sin(\theta)\sin(\alpha)

We can use this to simplify the expressions, and since we are looking for the steady-state solution, we equate the coefficients of the corresponding cosine terms.

Solving for B and ΞΈ

This process involves equating the coefficients of cos⁑(2Ο€fnTs+Ο•)\cos(2\pi f n T_s + \phi) and sin⁑(2Ο€fnTs+Ο•)\sin(2\pi f n T_s + \phi) from both sides of the equation. The resulting system of equations can be solved to find BB and ΞΈ\theta.

However, this is a complex process requiring solving two equations for two unknowns (B and ΞΈ). The general process is as follows:

  1. Equate the coefficients of cos⁑(2Ο€fnTs)\cos(2\pi f n T_s) on both sides to solve for B.
  2. Equate the coefficients of sin⁑(2Ο€fnTs)\sin(2\pi f n T_s) on both sides to solve for ΞΈ.
  3. Express the final steady-state response y[n]y[n] in terms of AA, BB, and ΞΈ\theta.

Given the complexity of these equations, the solution typically involves the use of phasor analysis or Laplace transform methods to obtain BB and ΞΈ\theta.

Do you want to see the detailed steps involved in solving for BB and ΞΈ\theta, or have any other questions? Here are some related questions:

  1. What is the difference between transient and steady-state response in a system?
  2. How do you perform phasor analysis for solving difference equations?
  3. What role does the sampling frequency TsT_s play in discrete-time signal processing?
  4. How does the stability of a system affect its steady-state response?
  5. Can this difference equation be solved using the Z-transform?
  6. What are the conditions for a system to reach steady-state?
  7. How does the input signal frequency affect the steady-state response of a system?
  8. What happens to the steady-state response if the input signal frequency is not 100 Hz?

Tip: The steady-state response of a linear system to a sinusoidal input is a sinusoid at the same frequency as the input but generally with a different amplitude and phase.

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Math Problem Analysis

Mathematical Concepts

Difference Equations
Steady-State Response
Trigonometric Identities
Phasor Analysis

Formulas

Cosine function identity

Theorems

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Suitable Grade Level

Advanced Undergraduate