Scaled unit impulse/step sequences

In summary, the given problem involves finding the difference equation for a causal FIR filter using scaled unit impulse sequences and scaled unit step sequences. The general difference equation is given by y[n] = ∑bk x[n-k], where bk is a coefficient. The expression for x[n] is correct as 8δ[n] + 10δ[n-1] + 12δ[n-2] + ∑∞k=3 20δ[n-k]. The value of δ[n] is 1 when n=0 and 0 for all other values of n. This equation represents a non-recursive FIR filter, although the terms FIR and non-recursive are not always equivalent.
  • #1
freezer
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0

Homework Statement



[itex]b_{k} = {4, 1, 1, 4}[/itex]

x[n] = 2u[n]

Write your answer using scaled unit impulse sequences and scaled unit step sequences. Write explicitly.

Homework Equations


The Attempt at a Solution



Code:
4114
2222222...
------------
8228
 8228
  8228
   8228
    8228
      ...
------------
8, 10, 12, 20, 20, 20, ...

[itex]x[n] = 8\delta[n] + 10\delta[n-1] + 12\delta[n-2] + \sum^{\infty}_{k=3} 20 \delta[n-k][/itex][itex]
\delta[n] = \left\{\begin{matrix}
0 & n<0\\
8 & n = 0\\
10 & n = 1 \\
12 & n = 2\\
20 & n \geq 3
\end{matrix}\right.
[/itex]

Is this how you would answer this question?
 
Last edited:
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  • #2
You haven't stated the problem fully. What is the difference equation, exactly?


In any case, u[n] is always 1.
 
  • #3
The general difference equation for a causal FIR is:

[itex]y[n] = \sum^{\infty}_{k=0} b_{k} x[n-k][/itex]

and then

[itex]
\delta[n] = \left\{\begin{matrix}
0 & n<0\\
8 & n = 0\\
10 & n = 1 \\
12 & n = 2\\
20 & n \geq 3
\end{matrix}\right.
[/itex]
 
Last edited:
  • #4
Your expression for x[n] is correct. But I don't quite understand your table, probably because I can't make out the column after the 1st equal sign.

But δ[n] = 1, n = 0
= 0, n > 0 always.

BTW your equation is for a non-recursive filter, which is not necessarily an FIR filter.
FIR filters can also be recursive, and IIR filters can be non-recursive. However, saying FIR → non-recursive and IIR → recursive is almost universal, if misleading.
 
  • #5


I would respond by saying that the given sequence b_{k} can be expressed as a scaled unit impulse sequence and scaled unit step sequence. The scaled unit impulse sequence is represented by x[n] = 8\delta[n] + 10\delta[n-1] + 12\delta[n-2] + \sum^{\infty}_{k=3} 20 \delta[n-k], where \delta[n] represents the unit impulse function. This means that the sequence has a value of 8 at n=0, 10 at n=1, 12 at n=2, and 20 for all n greater than or equal to 3. The scaled unit step sequence is represented by x[n] = 2u[n], where u[n] represents the unit step function. This means that the sequence has a value of 2 for all n greater than or equal to 0. By combining these two representations, we can see that the given sequence b_{k} = {4, 1, 1, 4} can be expressed as 8\delta[n] + 10\delta[n-1] + 12\delta[n-2] + 20u[n-3]. This provides a more explicit representation of the sequence and allows for easier analysis and manipulation.
 

Related to Scaled unit impulse/step sequences

1. What is a scaled unit impulse sequence?

A scaled unit impulse sequence is a discrete sequence of values that has a single non-zero value at a specific index, with all other values equal to zero. The non-zero value is typically represented as 1, and the index at which it appears is known as the "impulse index". The sequence is "scaled" when the non-zero value is multiplied by a scaling factor, which can change the amplitude and/or duration of the impulse.

2. How is a scaled unit impulse sequence different from a regular impulse sequence?

A regular impulse sequence has a non-zero value of 1 at the impulse index, while all other values are equal to zero. In a scaled unit impulse sequence, the non-zero value is multiplied by a scaling factor, which can change the amplitude and/or duration of the impulse. This means that a scaled unit impulse sequence can have a different shape than a regular impulse sequence, and can also have a non-zero value at indices other than the impulse index.

3. What is a unit step sequence?

A unit step sequence is a discrete sequence of values that has a value of 1 at and after a specific index, and a value of 0 before that index. The index at which the value changes from 0 to 1 is known as the "step index". This sequence is often used to represent a signal that "turns on" at a specific time or index.

4. How are scaled unit impulse and step sequences related?

Scaled unit impulse and step sequences are both types of discrete sequences that are used to represent signals in signal processing and other applications. Both sequences have a single non-zero value, but in a different form. While a scaled unit impulse sequence has a non-zero value at a specific index, a unit step sequence has a non-zero value at and after a specific index. Both types of sequences can be scaled by multiplying the non-zero value by a scaling factor.

5. What are some applications of scaled unit impulse and step sequences?

Scaled unit impulse and step sequences are commonly used in signal processing to represent signals that have sudden changes or "spikes" at specific times or indices. They are also used in digital filters, system response analysis, and digital signal processing algorithms. These sequences can also be used to approximate continuous signals in numerical analysis and simulations.

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