How to simulate impulsive noise?

Status
Not open for further replies.

sgr

Newbie level 4
Joined
Nov 26, 2005
Messages
7
Helped
1
Reputation
2
Reaction score
0
Trophy points
1,281
Activity points
1,346
we usually use gaussian ditribution to model noise in communication systems,
anyone has any idea to simulate impulsive noise?
 

Re: impulsive noise

You can modelate it with a Poisson's process. This process have an input with this form:

z(t)=∑δ(t-ti)

because the process is activeds by a secuence of impulses ocurring at random times ti.

You need the set of Poisson points ti, with average λi and a real function h(t), then you have that the process is:

w(t)=∑h(t-ti).

If you use Campbell's theorem, the mean is η=λ∫h(t)dt and variance σ²=λ∫h²(t), where the limits of the integral are from -∞ to +∞


Regards
 

Status
Not open for further replies.

Similar threads

Cookies are required to use this site. You must accept them to continue using the site. Learn more…