i have a plot with small up and down spike data, how can i averaging these peak and plot it ? in matlab

You can use the following code snippet in MATLAB to plot your data with small up and down spikes, average the peaks, and then plot the averaged peaks:

main.m
% Generate some example data with small up and down spikes
data = randn(1, 100); % random data
spikes = [zeros(1, 30), rand(1, 40) - 0.5, zeros(1, 30)]; % creating small up and down spikes
data_with_spikes = data + spikes;

% Plot the data with spikes
figure;
plot(data_with_spikes);
title('Original Data with Up and Down Spikes');

% Find peaks in the data
[~, locs] = findpeaks(data_with_spikes);

% Average the peaks
paddedData = padarray(data_with_spikes, [0, 1], 'replicate'); % pad the data to account for edge cases
averaged_peaks = (paddedData(locs) + paddedData(locs + 2)) / 2; % average neighboring points

% Plot the averaged peaks
figure;
plot(averaged_peaks);
title('Averaged Peaks');
698 chars
22 lines

In this code snippet:

  1. Generate some example data with small up and down spikes.
  2. Plot the original data with spikes.
  3. Find the peaks in the data.
  4. Average the peaks using neighboring points.
  5. Plot the averaged peaks.

You can customize the code further based on your specific data and requirements.

related categories

gistlibby LogSnag