Proving Fourier Method: Decompose Wave Forms with Sines & Cosines

In summary, the conversation discusses the possibility of decomposing any type of wave form into a sum of sines and cosines, known as a Fourier series. However, this statement is not true for all types of convergence and continuous, periodic functions. The concept of "almost everywhere" and functions in L1 are also mentioned as important factors in determining the convergence of a Fourier series.
  • #1
davidge
554
21
Is it possible to show that every kind of possible wave form can be decomposed into a sum of sines and cosines? If so, how is it done?
 
Mathematics news on Phys.org
  • #2
You are asking to prove that every possible wave form can be represented as the limit of it's Fourier series. First you have to specify what type of limit convergence and what type of wave form you are talking about. The statement is not true for pointwise convergence and all continuous, periodic functions.

From section 6 of https://mat.iitm.ac.in/home/mtnair/public_html/FS-kesavan.pdf, we have
"A basic question that can be asked is the following: does the Fourier series of a continuous 2π-periodic function, f, converge to f(t) at every point t ∈ [−π, π]? Unfortunately, the answer is ‘No!’".

The statement is true if we specify "almost everywhere" and functions in L1. See the section "Absolutely Convergent Fourier Series" in https://sites.math.washington.edu/~burke/crs/555/555_notes/fourier.pdf.
The definition of "almost everywhere" and L1 are subjects in Real Analysis related to Lebesgue measure, and Lebesgue integration.
 
  • Like
Likes davidge

What is the Fourier method?

The Fourier method is a mathematical technique used to decompose a complex wave form into simpler components, typically sines and cosines. This allows for a better understanding and analysis of the original wave form.

Why is the Fourier method useful?

The Fourier method is useful because it can break down complex wave forms into simpler components, making it easier to analyze and understand. It is also used in many real-world applications, such as signal processing, image compression, and data analysis.

How does the Fourier method work?

The Fourier method works by representing a wave form as a combination of sines and cosines with different frequencies, amplitudes, and phases. These components are then added together to recreate the original wave form. The process of finding the individual components is called Fourier analysis.

What is the difference between Fourier analysis and synthesis?

Fourier analysis is the process of breaking down a complex wave form into simpler components, while Fourier synthesis is the process of combining these components to recreate the original wave form. Both are important steps in the Fourier method.

What are some limitations of the Fourier method?

While the Fourier method is a powerful tool for analyzing wave forms, it does have some limitations. For example, it assumes that the wave form is periodic and that all frequencies present in the wave form are known. It also cannot handle discontinuous or non-differentiable functions. Additionally, the Fourier method may not be the most efficient or accurate method for analyzing certain types of wave forms.

Similar threads

Replies
139
Views
4K
  • General Math
Replies
7
Views
2K
Replies
1
Views
994
Replies
1
Views
689
Replies
1
Views
1K
Replies
1
Views
555
  • General Math
Replies
2
Views
1K
Replies
6
Views
1K
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
Back
Top