Filter noise in logical vector
Afficher commentaires plus anciens
I have a logical vector that is meant to run over time (ms). It looks like this:
0000000000000110000000000001111111111111111111111111111111111111100000000000000000001000000000
'Time in ms--->'
In this example I only want a signal that ran 'true' longer then 3ms. The rest I want filtered back to zero's becuase I still need to plot it against time.
How should I do this?
Réponses (2)
KALYAN ACHARJYA
le 23 Jan 2020
Do Modification: Just Hint here (May Be)
loop
data_generation(i)=present_data;
if present_data==1
tic
while toc==
end
end
Agustin Canalis
le 15 Mai 2021
Modifié(e) : Agustin Canalis
le 15 Mai 2021
0 votes
An interesting choice is to use movmin and movmax, which work along a sliding window in your vector:
A = [0 0 0 0 1 1 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 1 0 0 1 0 1 0 0]
window_size = 3 % or scale to your needs
B = movmin(A,window_size)
C = movmax(B,window_size)
imshow([A;B;C]) % This is just to graph the result
Here's the result:
The idea is that movmin "triggers" when the sliding window contains 3 consecutive 1's, otherwise the minimum is 0.
However, this also clips useful portions of your signal at the start and end, which is why I have to use movmax to add them back.
Because it's vectorized I guess the performance is better than in a loop, but I haven't tested it.
Cheers!
Catégories
En savoir plus sur Multirate Signal Processing dans Centre d'aide et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!