Complex exponetial form of Fourier series

Click For Summary
SUMMARY

The discussion centers on the complex exponential form of Fourier series, highlighting its significance in mathematical applications and its equivalence to the sine/cosine form. The complex exponential form serves as a group homomorphism from \(\mathbb{R}\) to \(S^1\), which is crucial for the functionality of Fourier series. Participants confirm that both forms are orthogonal and equivalent, allowing for interchangeable use depending on context and preference.

PREREQUISITES
  • Understanding of Fourier series and their applications
  • Familiarity with complex numbers and exponential functions
  • Knowledge of orthogonality in function spaces
  • Basic concepts of group homomorphisms
NEXT STEPS
  • Study the mathematical properties of Fourier series, focusing on convergence criteria
  • Explore the implications of group homomorphisms in signal processing
  • Investigate the applications of complex exponential forms in engineering and physics
  • Learn about orthogonal functions and their role in function approximation
USEFUL FOR

Mathematicians, engineers, and students in applied mathematics or signal processing who seek to deepen their understanding of Fourier series and their applications in various fields.

Bipolarity
Messages
773
Reaction score
2
I have some rather technical questions about the complex exponential form of the Fourier series:

1) What is the motivation behind the complex exponential form? Why not just use the real form (i.e. with sine and cosines)?

2) Surely the complex exponential form is an orthogonal set, i.e. <e^{iπmx/p},e^{iπnx/p}>=0 for all integers m,n not equal to one another.

3) Are the two forms equivalent, i.e. if you can express a function with the Fourier sine/cosine series such that the function converges to the Fourier sine/cosine series, then can you also express the same function with its complex exponential Fourier series such that the function converges to its complex exponential Fourier series? And what about the converse?

BiP
 
Physics news on Phys.org
Bipolarity said:
1) What is the motivation behind the complex exponential form? Why not just use the real form (i.e. with sine and cosines)?

I think that in first courses, the real form will always be most useful. But later one, the complex exponential form is important too. I really don't know very much about applications of Fourier series, but from math point-of-view, the complex exponential is important because it is a group homomorphism

\mathbb{R}\rightarrow S^1:x\rightarrow e^{ix}

This might seem like an insignificant fact to you, but it actually is the main reason that Fourier series work and it suggests a generalization.

2) Surely the complex exponential form is an orthogonal set, i.e. <e^{iπmx/p},e^{iπnx/p}>=0 for all integers m,n not equal to one another.

I'm not a fan of your notation. But yes.

3) Are the two forms equivalent, i.e. if you can express a function with the Fourier sine/cosine series such that the function converges to the Fourier sine/cosine series, then can you also express the same function with its complex exponential Fourier series such that the function converges to its complex exponential Fourier series? And what about the converse?

Yes, they are completely equivalent. It doesn't matter whether you use the sine/cosine version or the exponential version. It's all the same thing. Sometimes, it is simply more useful and natural to consider the exponential version. However, everything that can be done with the exponential version, can also be done with sines/cosines (and vice versa). So the difference is just an aesthetic one.
 

Similar threads

  • · Replies 11 ·
Replies
11
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
3
Views
2K
  • · Replies 139 ·
5
Replies
139
Views
11K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K