bilateral filtering on a 1D signal

-Implementation of bilateral filtering for a 1D signal. -How to choos sigma_spatial and sigma_range. - Create a plot of the filtered signal

%In this code:

%signal is the input 1D signal you want to filter.

% sigma_spatial and sigma_range are parameters that control the spatial and range domains of the bilateral filter.

%You can call this function with your signal and the desired values of sigma_spatial and sigma_range

%to perform bilateral filtering on your 1D signal.

% The choice of these values depends on the characteristics of your signal and

%the specific filtering requirements of your application.

%To create a plot or display the filtered signal with various parameter settings in MATLAB

%to assess the trade-off between noise reduction and detail preservation, you can follow these steps:

%Define a Range of Parameter Settings:

%Choose a range of values for sigma_spatial and sigma_range that you want to test.

%You can create arrays or vectors of parameter values that you want to experiment with.