After running the code, the arrays that should have the calculated values for all the rows are still empty?
4 views (last 30 days)
Show older comments
I have this code that I am trying to loop for each row. After running the code, the arrays that should have the calculated values for all the rows are still empty. When I open the arrays from the workplace they are still empty with a value of 0 in one cell.
RA_NGP = deg2rad(15*(12+(51/60)+(26.28/3600)));
DEC_NGP = deg2rad(27+(7/60)+(41.7/3600));
l_NCP = deg2rad(123+(55/60)+(55.2/3600));
data_path = 'Data\';
file_name = 'Arpan_BINOCULAR-20200119-fft-0.csv';
file_path = strcat(data_path,file_name);
data_i = readmatrix(file_path);
rows = size(data_i, 1);
all_rows_longitudes = zeros(length(rows),1);
all_rows_latitudes = zeros(length(rows),1);
all_rows_peak_velocities = zeros(length(rows),1);
all_rows_peak_velocities_errors = zeros(length(rows),1);
all_rows_intensities = zeros(length(rows),1);
for row = 1:rows
data = data_i(rows, :);
RA_H = data(4);
RA_M = data(5);
RA_S = data(6);
RA = deg2rad(15*(RA_H+(RA_M/60)+(RA_S/3600)));
DEC = deg2rad(data(9));
Div1 = cos(DEC)*sin(RA-RA_NGP);
Div2 = cos(DEC_NGP)*sin(DEC)-sin(DEC_NGP)*cos(DEC)*cos(RA-RA_NGP);
l = l_NCP - atan2(Div1, Div2);
longitude = rad2deg(l);
if longitude < 0
longitude = longitude + 360;
end
Add = sin(DEC)*sin(DEC_NGP)+cos(DEC)*cos(DEC_NGP)*cos(RA-RA_NGP);
b = asin(Add);
latitude = rad2deg(b);
if ((longitude >= 0) && (longitude <= 90) || (longitude >=270) && (longitude <= 360)) && ((latitude >= -20) && (latitude <= 20))
x_data = (1:8192);
y_data = data(:, 10:end);
linear_y = 10.^(T./10);
frequency_rest = data(:, 7);
x_frequency = linspace(frequency_rest-1.25, frequency_rest+1.25, 8192);
x_1 = x_frequency(1500);
x_2 = x_frequency(6500);
y_1 = linear_y(1500);
y_2 = linear_y(6500);
m = ((y_1-y_2)/(x_1-x_2));
c = y_1 - m*x_1;
y_fit = m.*x_frequency + c;
y_fitted = linear_y-y_fit;
radial_vel = -((x_frequency-frequency_rest)./frequency_rest).*(3*10^5);
condition = (-150 < radial_vel) & (radial_vel < 150);
radial_vel_focussed = radial_vel(condition);
y_focussed = y_fitted(condition);
y_smooth = smooth(radial_vel_focussed, y_focussed, 0.1, 'rloess');
[radial_vel_focussed, order] = sort(radial_vel_focussed);
y_smooth = y_smooth(order);
[pks, locs, w, p] = findpeaks(y_smooth, radial_vel_focussed, 'MinPeakProminence', 0.02e-10);
peak_velocity = max(locs);
peak_data = [pks, locs', w', p];
if isempty(peak_data)
peak_data = zeros(1,4)
peak_velocity = 0
end
[a b] = find(peak_data == peak_velocity);
rightmost_peak_data = peak_data(a, :);
rightmost_pks = rightmost_peak_data(1);
rightmost_locs = rightmost_peak_data(2);
rightmost_w = rightmost_peak_data(3);
rightmost_p = rightmost_peak_data(4);
all_rows_latitudes(row) = latitude;
all_rows_longitudes(row) = longitude;
all_rows_peak_velocities(row) = peak_velocity;
all_rows_peak_velocities_errors(row) = rightmost_w;
all_rows_intensities(row) = rightmost_w*rightmost_p;
end
end
1 Comment
Mathieu NOE
on 30 Nov 2021
hello
we can better hep you if you could supply the data (csv) file as well
Answers (1)
Prachi Kulkarni
on 3 Dec 2021
Hi,
Here is a slight modification of your code that can help.
Hi,
Here is a slight modification of your code that can help.
RA_NGP = deg2rad(15*(12+(51/60)+(26.28/3600)));
DEC_NGP = deg2rad(27+(7/60)+(41.7/3600));
l_NCP = deg2rad(123+(55/60)+(55.2/3600));
data_path = 'Data\';
file_name = 'Arpan_BINOCULAR-20200119-fft-0.csv';
file_path = strcat(data_path,file_name);
data_i = readmatrix(file_path);
rows = size(data_i, 1);
all_rows_longitudes = zeros(rows,1); % Modified
all_rows_latitudes = zeros(rows,1); % Modified
all_rows_peak_velocities = zeros(rows,1); % Modified
all_rows_peak_velocities_errors = zeros(rows,1); % Modified
all_rows_intensities = zeros(rows,1); % Modified
for row = 1:rows
data = data_i(row, :); % Modified
RA_H = data(4);
RA_M = data(5);
RA_S = data(6);
RA = deg2rad(15*(RA_H+(RA_M/60)+(RA_S/3600)));
DEC = deg2rad(data(9));
Div1 = cos(DEC)*sin(RA-RA_NGP);
Div2 = cos(DEC_NGP)*sin(DEC)-sin(DEC_NGP)*cos(DEC)*cos(RA-RA_NGP);
l = l_NCP - atan2(Div1, Div2);
longitude = rad2deg(l);
if longitude < 0
longitude = longitude + 360;
end
Add = sin(DEC)*sin(DEC_NGP)+cos(DEC)*cos(DEC_NGP)*cos(RA-RA_NGP);
b = asin(Add);
latitude = rad2deg(b);
if ((longitude >= 0) && (longitude <= 90) || (longitude >=270) && (longitude <= 360)) && ((latitude >= -20) && (latitude <= 20))
x_data = (1:8192);
y_data = data(:, 10:end);
linear_y = 10.^(T./10);
frequency_rest = data(:, 7);
x_frequency = linspace(frequency_rest-1.25, frequency_rest+1.25, 8192);
x_1 = x_frequency(1500);
x_2 = x_frequency(6500);
y_1 = linear_y(1500);
y_2 = linear_y(6500);
m = ((y_1-y_2)/(x_1-x_2));
c = y_1 - m*x_1;
y_fit = m.*x_frequency + c;
y_fitted = linear_y-y_fit;
radial_vel = -((x_frequency-frequency_rest)./frequency_rest).*(3*10^5);
condition = (-150 < radial_vel) & (radial_vel < 150);
radial_vel_focussed = radial_vel(condition);
y_focussed = y_fitted(condition);
y_smooth = smooth(radial_vel_focussed, y_focussed, 0.1, 'rloess');
[radial_vel_focussed, order] = sort(radial_vel_focussed);
y_smooth = y_smooth(order);
[pks, locs, w, p] = findpeaks(y_smooth, radial_vel_focussed, 'MinPeakProminence', 0.02e-10);
peak_velocity = max(locs);
peak_data = [pks, locs', w', p];
if isempty(peak_data)
peak_data = zeros(1,4)
peak_velocity = 0
end
[a b] = find(peak_data == peak_velocity);
rightmost_peak_data = peak_data(a, :);
rightmost_pks = rightmost_peak_data(1);
rightmost_locs = rightmost_peak_data(2);
rightmost_w = rightmost_peak_data(3);
rightmost_p = rightmost_peak_data(4);
all_rows_latitudes(row) = latitude;
all_rows_longitudes(row) = longitude;
all_rows_peak_velocities(row) = peak_velocity;
all_rows_peak_velocities_errors(row) = rightmost_w;
all_rows_intensities(row) = rightmost_w*rightmost_p;
end
end
0 Comments
See Also
Categories
Find more on Data Import and Analysis in Help Center and File Exchange
Products
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!