Finding 2-Norm of Weighted Sum of Complex Exponentials

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SUMMARY

The discussion centers on calculating the 2-norm of a signal defined as a weighted sum of two complex exponentials, represented by the equation y(n) = A*φk(n) + B*φl(n), where A and B are complex constants and k is different from l. Participants confirm that Parseval's theorem is applicable for finding the L² norm if φk(n) and φl(n) are treated as functions. The 2-norm, whether interpreted as the ℓ² norm for sequences or the L² norm for functions, will incorporate the complex norm |x| = √(x* x).

PREREQUISITES
  • Understanding of complex exponentials and their properties
  • Familiarity with Parseval's theorem in signal processing
  • Knowledge of norms, specifically ℓ² and L² norms
  • Basic concepts of complex numbers and their magnitudes
NEXT STEPS
  • Study Parseval's theorem and its applications in signal processing
  • Learn about the properties of complex exponentials in Fourier analysis
  • Explore the differences between ℓ² norms and L² norms in mathematical contexts
  • Investigate the implications of complex constants in signal representation
USEFUL FOR

Students in signal processing, electrical engineering, and applied mathematics who are working on problems involving complex signals and norms. This discussion is particularly beneficial for those tackling homework or projects related to Fourier analysis and signal representation.

tsebamm
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Hi,

Homework Statement



We have a signal y(n) which is the weighted sum of two complex exponentials
y(n)=A*φk(n)+Β*φl(n)

k different to l
A,B are complex constants

I have to find the 2-norm of y(n). Can anyone help me with that?
Am I going to solve it with parseval's theorem?

Homework Equations



φκ=exp(2πjkn/N)
φl=exp(2πjln/N)

Thanks in advance,

Nikolas
 
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You might want to define what you mean by 2-norm. Is it the [tex]\ell^2[/tex] norm, where the [tex]\varphi_k(n)[/tex] are viewed as (perhaps elements of) sequences? Or is it the [tex]L^2[/tex] norm where the [tex]\varphi_k(n)[/tex] are functions of [tex]n[/tex]? If it's the latter, you can use Parseval's theorem. In either case, your norm is going to include the norm on [tex]\mathbb{C}[/tex],

[tex]|x| = \sqrt{ x^*x }.[/tex]
 

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