Project - Data Handling and Interpolation
1:-
Code:-
% Read data from Excel file
[num, txt, raw] = xlsread('VI.xlsx');
% Extract voltage and current data
V = num(:, 1);
I = num(:, 2);
% Interpolate the data
Vq = -17.3:0.1:0.9;
Iq = interp1(V, I, Vq);
% Plot the interpolated data
plot(Vq, Iq);
xlabel('Voltage (V)');
ylabel('Current (mA)');
title('Interpolated VI Data');
% Save interpolated data to a text file
data = [Vq', Iq'];
dlmwrite('interpolated_data.txt', data, 'delimiter', '\t');
Explanation:-
-
We first use the 'xlread' function to read the data from the 'VI.xlsx' file and store it in the 'num', 'txt', and 'raw'variables.
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We then extract the voltage and current data from the 'num'variable using indexing.
-
We use the
interp1function to perform linear interpolation on the data. We specify the voltage range to interpolate over as '-17.3:0.1:0.9', and interpolate the current values at those voltages. -
We plot the interpolated data using the 'plot'function, and add appropriate labels and title to the plot.
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Finally, we use the 'dlmwrite'function to save the interpolated data to a tab-delimited text file named 'interpolated_data.txt'.
6.There is no missing data in the given data set.