Signals & Systems - De Moivre's question

  • Thread starter Thread starter Angello90
  • Start date Start date
  • Tags Tags
    Signals Systems
Click For Summary
SUMMARY

The discussion centers on the transformation of the discrete-time signal defined by h[n] = (1/2)(δ[n] + δ[n-1]) into its frequency domain representation H(e^{jΩ}). The transformation utilizes the property H(e^{jΩ}) = Σ h[k]e^{-jΩk}, leading to H(e^{jΩ}) = (1/2)(1 + e^{-jΩ}). The subsequent factorization of e^{-jΩ/2} from the expression results in H(e^{jΩ}) = e^{-jΩ/2}[(e^{jΩ/2} + e^{-jΩ/2})/2], which simplifies to cos(Ω/2) using the cosine identity. The discussion also clarifies why δ[n] equals 1 while δ[n-1] corresponds to e^{-jΩ/2>.

PREREQUISITES
  • Understanding of discrete-time signals and systems
  • Familiarity with the Dirac delta function (δ[n])
  • Knowledge of Fourier transforms and frequency domain analysis
  • Proficiency in trigonometric identities, particularly Euler's formula
NEXT STEPS
  • Study the properties of the Dirac delta function in signal processing
  • Learn about the Fourier transform and its applications in signal analysis
  • Explore trigonometric identities and their use in simplifying expressions
  • Investigate the relationship between time-domain and frequency-domain representations of signals
USEFUL FOR

Students and professionals in electrical engineering, particularly those focusing on signal processing and systems analysis, will benefit from this discussion.

Angello90
Messages
65
Reaction score
0
From the lecture notes:
[tex]h[n] = \frac{1}{2}(\delta[n] + delta[n-1])[/tex]

via property:
[tex]H(e^{j\Omega})=\sum_{-\infty}^{\infty}h[k]e^{-j\Omega k}[/tex]

becomes:
[tex]H(e^{j\Omega})= \frac{1}{2}(1 + e^{-j\Omega})[/tex]

than my lecture divided by [tex]e^{\frac{-j\Omega}{2}}[/tex] resulting in:

[tex]H(e^{j\Omega})= e^{\frac{-j\Omega}{2}}[(e^{\frac{j\Omega}{2}} + e^{\frac{-j\Omega}{2}})/2][/tex]

Now he changed [tex](e^{\frac{j\Omega}{2}} + e^{\frac{-j\Omega}{2}})/2[/tex] to [tex]cos(\frac{\Omega}{2})[/tex]

How? Can anyone explain me? Also why [tex]\delta[n][/tex] is 1 but [tex]delta[n-1][/tex] is [tex]e^{\frac{-j \Omega}{2}}[/tex]?
 
Physics news on Phys.org
Angello90 said:
From the lecture notes:
[tex]h[n] = \frac{1}{2}(\delta[n] + delta[n-1])[/tex]

via property:
[tex]H(e^{j\Omega})=\sum_{-\infty}^{\infty}h[k]e^{-j\Omega k}[/tex]

becomes:
[tex]H(e^{j\Omega})= \frac{1}{2}(1 + e^{-j\Omega})[/tex]

than my lecture divided by [tex]e^{\frac{-j\Omega}{2}}[/tex] resulting in:

[tex]H(e^{j\Omega})= e^{\frac{-j\Omega}{2}}[(e^{\frac{j\Omega}{2}} + e^{\frac{-j\Omega}{2}})/2][/tex]
No, he didn't divide by e^(-j*Omega/2). He factored it out of the two expressions in the parentheses. If you multiply the two expressions in parentheses in this equation, you'll get right back to what's in the equation above.
Angello90 said:
Now he changed [tex](e^{\frac{j\Omega}{2}} + e^{\frac{-j\Omega}{2}})/2[/tex] to [tex]cos(\frac{\Omega}{2})[/tex]
This is an identity. (1/2)(e^(ix/2) + e^(-ix/2)) = (1/2)[cos(x/2) + isin(x/2) + cos(-x/2) + isin(-x/2)] = (1/2)[2cos(x/2)] = cos(x/2).

This is using the identities cos(-a) = cos(a) and sin(-a) = -sin(a).
Angello90 said:
How? Can anyone explain me? Also why [tex]\delta[n][/tex] is 1 but [tex]delta[n-1][/tex] is [tex]e^{\frac{-j \Omega}{2}}[/tex]?
 

Similar threads

  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K