One sided noise spectral density VS double sided noise spectral density

  • Thread starter Thread starter unseensoul
  • Start date Start date
  • Tags Tags
    Density Noise
AI Thread Summary
One-sided noise spectral density (No) is used in communication systems, while double-sided noise spectral density (N) is also relevant. The relationship between them is defined as 2N = No, which arises from the way power is distributed in complex versus real signals. A complex signal has a one-sided spectrum, while its real counterpart spreads power over both positive and negative frequencies, resulting in a two-sided spectrum that is half in magnitude. This distinction is crucial for understanding power spectral density (PSD) in different contexts, such as thermal noise in audio and communications engineering. The relationship for white noise is consistently expressed as No = 2N.
unseensoul
Messages
47
Reaction score
0
No is the one sided noise spectral density in communication systems. N is the double sided noise spectral density.

The relationship between them is given by 2N = No but I don't understand why it is like that. Why isn't it N = 2No instead?!
 
Engineering news on Phys.org
A complex signal like \exp{i\omega_0 t} has a one-sided spectrum, in this case \delta(\omega-\omega_0). Its real counterpart \cos{\omega_0 t} has the two-sided spectrum

\frac{1}{2}[\delta(\omega-\omega_0)+\delta(\omega+\omega_0)]

The same power is spread in the real-signal case over positive and negative frequencies, each of which is half as large as the complex spectrum.

When you talk of the power spectral density (PSD) of thermal noise, it again matters whether you are using a real or a complex representation. Audio engineers often use the former, for instance, communications engineers generally the latter. For white noise where the PSD is a constant, and using your notation where N is two-sided and N0 is one-sided, they are related by N0 = 2N.
 
Back
Top