Harr Wavelet Question: Proving Orthogonality of Psi_2,1 and Psi_2,0

  • Thread starter ChickysPusss
  • Start date
  • Tags
    Wavelet
In summary, the problem is to prove the orthogonality of two Harr wavelet functions, \psi^{}_2{}_,{}_1{} and \psi^{}_2{}_,{}_0{} , using the fact that the mother wavelet is a piecewise function. The solution involves plugging in the given values and observing that the resulting functions, \psi(4x-1) and \psi(4x), both integrate to zero, thus proving their orthogonality.
  • #1
ChickysPusss
13
1

Homework Statement


I think this may be a simple problem, but I really have no idea if I did it right because it seemed to easy.

Here's the question, consider the Harr Wavelet [itex]\psi[/itex][itex]^{}_n{}[/itex][itex]_,{}[/itex][itex]_k{}[/itex](x) = 2[itex]^n{}[/itex][itex]^/{}[/itex][itex]^2{}[/itex]*[itex]\psi[/itex](2[itex]^n{}[/itex]x-k) where [itex]\psi[/itex] is the mother wavelet.

Prove that [itex]\psi[/itex][itex]^{}_2{}[/itex][itex]_,{}[/itex][itex]_1{}[/itex] and [itex]\psi[/itex][itex]^{}_2{}[/itex][itex]_,{}[/itex][itex]_0{}[/itex] are orthogonal.

2. Homework Equations

The mother wavelet of a Harr wavelet is a piecewise function that says

[itex]\psi[/itex](x) = 1 if 0<=t<1/2
-1 if 1/2 <= t <= 1
0 otherwise

The Attempt at a Solution


I plugged in the n and k values that we are meant to prove, and found that we get
[itex]\psi[/itex](4x-1) and [itex]\psi[/itex](4x)

Graphing these functions show that they are both clearly integrated to zero, so is this proof that they are orthogonal?
 
Physics news on Phys.org
  • #2
Two functions are orthogonal when their product integrates to zero.
 

1. What is the Harr Wavelet?

The Harr Wavelet is a type of mathematical function used in signal processing and image compression. It is a square-shaped wave with values of either +1 or -1, and it is often used to analyze and decompose signals into different frequency components.

2. What is the significance of proving the orthogonality of Psi_2,1 and Psi_2,0?

Proving the orthogonality of these two Harr Wavelets is important because it helps validate their effectiveness in signal processing applications. Orthogonality means that the two wavelets are perpendicular to each other, which allows for a more accurate decomposition of signals.

3. How is the orthogonality of Psi_2,1 and Psi_2,0 proven?

The orthogonality of the two Harr Wavelets can be proven using mathematical techniques such as integration and Fourier transforms. By showing that the inner product of the two wavelets is equal to zero, it can be demonstrated that they are orthogonal to each other.

4. What are the practical applications of the orthogonality of Psi_2,1 and Psi_2,0?

The orthogonality of these Harr Wavelets has practical applications in signal processing and image compression. By decomposing signals into different frequency components using orthogonal wavelets, it is possible to compress data while preserving important information.

5. Are there any limitations to the orthogonality of Psi_2,1 and Psi_2,0?

While the orthogonality of these Harr Wavelets is beneficial in many applications, there are some limitations to consider. For example, they may not be suitable for analyzing non-stationary signals or signals with sharp edges. Additionally, the accuracy of the decomposition may be affected by the choice of wavelet basis.

Similar threads

  • Calculus and Beyond Homework Help
Replies
16
Views
1K
Replies
1
Views
575
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
8
Views
1K
  • Calculus and Beyond Homework Help
Replies
8
Views
1K
  • Calculus and Beyond Homework Help
Replies
10
Views
457
  • Calculus and Beyond Homework Help
Replies
1
Views
8K
  • Quantum Physics
Replies
20
Views
1K
  • Calculus and Beyond Homework Help
Replies
1
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
283
Back
Top