Signal smoothing for logarithmic timescale

17 次查看(过去 30 天)
I want to perform signal smoothing for the graph shown above. However, using the method shown in MATLAB documentation is not working since the timescale for my graph is logarithmic (logspace(1,5,1000)), not linear. How can I smooth this using a filter?

采纳的回答

Mathieu NOE
Mathieu NOE 2021-7-9
hello
you can smooth data even in log spacing
a demo code is provided below. I kept the amount of samples low , so the smoothed curve is easy to see that the constant log spacing is still there.
clc
clearvars
% dummy data : x is Logarithmically spaced vector
samples = 100;
xlog = logspace(1,5,samples);
ylog = (1-exp(-xlog*1e-4)).*randn(1,samples);
% smoothdata
N = 25;
ylogs = smoothdata(ylog,"gaussian",N);
semilogx(xlog,ylog,xlog,ylogs,'-*');
legend ('raw data','smoothed');

更多回答(0 个)

类别

Help CenterFile Exchange 中查找有关 Curve Fitting Toolbox 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by