Difference Equation Explained by Oppenheim

In summary, Oppenheim is discussing the homogeneous difference equation and its solution, which is a sequence y_h[n] that can be represented as a sum of complex numbers z_m raised to the power of n. These complex numbers must be roots of a polynomial, which can be found by substituting the second equation into the first. This is similar to finding solutions to differential equations. The z_m is related to the z transform.
  • #1
wildman
31
4
This is some math from "Discrete-Time Signal Processing" by Oppenheim:

We have the homogeneous difference equation:

[tex] \sum_{k=0}^N a_k y_h [n-k] = 0 [/tex]

"The sequence [tex] y_h[n] [/tex] is in fact a member of a family of solutions of the form:

[tex] y_h[n] = \sum_{m=1}^ N A_m z^n_m [/tex]"

So what is Oppenheim saying here? I suppose it is something like the solutions to differential equations. Right? But what is the z? I suppose it is related to the z transform, right?

He then says: Substituting the second equation for the first shows that the complex numbers [tex] z_m [/tex] must be roots of the polynomial:

[tex] \sum_{k=0}^N a_k z^{-k} = 0 [/tex]

Could some one explain this to me?

Thanks!
 
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  • #2
i think this might be what you're looking for
http://tutorial.math.lamar.edu/AllBrowsers/3401/SeriesSolutions.asp
 
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1. What is a difference equation?

A difference equation is a mathematical equation that describes the relationship between the current value of a variable and its previous values. It is often used to model dynamic systems, such as population growth or financial markets.

2. Who is Oppenheim and why is he associated with difference equations?

Alan Oppenheim is an American electrical engineer and professor at MIT who is known for his contributions to the field of signal processing. He co-authored the textbook "Discrete-Time Signal Processing" which is widely used in teaching difference equations.

3. How are difference equations used in signal processing?

Difference equations are used in signal processing to model and analyze discrete-time signals. They can be used to design filters, predict future values of a signal, and analyze the stability of a system.

4. What are the key components of a difference equation?

The key components of a difference equation are the input signal, the output signal, the coefficients of the equation, and the initial conditions. These components describe the relationship between the current and previous values of the signal.

5. What is the difference between a difference equation and a differential equation?

A difference equation describes the relationship between discrete values of a variable, while a differential equation describes the relationship between continuous values. Difference equations are used in discrete systems, while differential equations are used in continuous systems.

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