Finding 2-Norm of Weighted Sum of Complex Exponentials

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In summary, the problem is to find the 2-norm of a signal y(n) which is the weighted sum of two complex exponentials, with A and B as complex constants, and k and l as distinct values. The equations given are for calculating the two complex exponentials using φk and φl. The question is whether the 2-norm refers to the \ell^2 norm or L^2 norm, and if it is the latter, Parseval's theorem can be used. In either case, the norm will include the norm on \mathbb{C}, represented as |x| = \sqrt{ x^*x }.
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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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  • #2
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]
 

What is the "2-Norm" in the context of a weighted sum of complex exponentials?

The 2-Norm, also known as the Euclidean norm, is a mathematical concept that measures the length or magnitude of a vector in a multi-dimensional space. In the context of a weighted sum of complex exponentials, the 2-Norm is used to determine the overall magnitude of the sum.

How is the 2-Norm calculated for a weighted sum of complex exponentials?

The 2-Norm is calculated by taking the square root of the sum of squared magnitudes of each term in the weighted sum of complex exponentials. This can be represented by the formula ||w||2 = √(∑|wi|^2), where w represents the weights and i represents each term in the sum.

Why is the 2-Norm important in finding the weighted sum of complex exponentials?

The 2-Norm is important because it helps us understand the overall magnitude of the weighted sum of complex exponentials. It allows us to determine the strength or amplitude of the sum, which can have important implications in various fields such as signal processing, physics, and engineering.

Can the 2-Norm be used to compare different weighted sums of complex exponentials?

Yes, the 2-Norm can be used to compare different weighted sums of complex exponentials. It provides a standardized measure for comparing the overall magnitude of different sums, regardless of the number of terms or their individual weights.

Are there any limitations to using the 2-Norm for finding the weighted sum of complex exponentials?

While the 2-Norm is a useful tool for determining the overall magnitude of a weighted sum of complex exponentials, it does not provide any information about the phase or direction of the sum. Additionally, it may not accurately represent the significance of individual terms in the sum, as it only considers their magnitudes.

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