How to Generate a 3D Radiation Pattern Line-by-Line Similar to Sens... (2024)

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thibaut vor etwa 5 Stunden

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Kommentiert: thibaut vor etwa 4 Stunden

Hello MATLAB Community,

I am currently working on visualizing the 3D radiation pattern of an antenna array in MATLAB. I would like to generate this pattern line-by-line in a manner similar to how it is visualized in the Sensor Array Analyzer app.

Here is what I've done so far:

  • I've created the array and calculated the directivity in dBi.
  • I've plotted the Azimuth ans Elevation Pattern, and it matches the curves from the toolbox.

What I need help with:

  1. Generating the 3D pattern line-by-line: How can I replicate the line-by-line plotting approach used in Sensor Array Analyzer? Is there a specific function or technique in MATLAB that can help achieve this?

Here is a snippet of the code I am currently using:

matlab

% Example MATLAB code (simplified)

theta = linspace(0, pi, 180); %zenith angle

phi = linspace(-pi, pi, 360); % azimuth angle

[THETA, PHI] = meshgrid(theta, phi);

% Assume AF_magnitude_dBi contains calculated directivity values

X = AF_magnitude_dBi .* sin(THETA) .* cos(PHI);

Y = AF_magnitude_dBi .* sin(THETA) .* sin(PHI);

Z = AF_magnitude_dBi .* cos(THETA);

figure;

surf(X, Y, Z, 'FaceAlpha', 0.8, 'EdgeColor', 'none');

colorbar;

title('3D Radiation Pattern');

xlabel('X');

ylabel('Y');

zlabel('Z');

What modifications or additional steps should I take to generate the pattern and obtain same as in the toolbox?

Any guidance or examples would be greatly appreciated!

Thank you in advance for your help!

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Abhas vor etwa 5 Stunden

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Hi Thibaut,

To generate a 3D radiation pattern line-by-line in MATLAB, similar to the Sensor Array Analyzer app, you can use a combination of plotting techniques. The idea is to iterate over the azimuth and elevation angles, plotting each line individually. You can follow the below steps to do so:

  1. Iterate Over Angles: Loop through the azimuth and elevation angles to plot each line separately.
  2. Use Plot3: Instead of "surf", use "plot3" to draw lines representing the radiation pattern at each angle.
  3. Adjust Transparency and Color: Use properties like "LineWidth" and "Color" to adjust the appearance of each line.

Here's the MATLAB code to reflect the above steps:

% Example MATLAB code with assumed AF_magnitude_dBi

theta = linspace(0, pi, 180); % zenith angle

phi = linspace(-pi, pi, 360); % azimuth angle

[THETA, PHI] = meshgrid(theta, phi);

% Assume AF_magnitude_dBi as a simple cosine pattern for demonstration

AF_magnitude_dBi = 10 * abs(cos(THETA));

X = AF_magnitude_dBi .* sin(THETA) .* cos(PHI);

Y = AF_magnitude_dBi .* sin(THETA) .* sin(PHI);

Z = AF_magnitude_dBi .* cos(THETA);

figure;

hold on;

for i = 1:length(phi)

% Extract line data for a constant azimuth angle

x_line = X(i, :);

y_line = Y(i, :);

z_line = Z(i, :);

% Plot the line

plot3(x_line, y_line, z_line, 'LineWidth', 1.5, 'Color', [0, 0, 1, 0.5]); % Semi-transparent blue lines

end

% Optionally, loop through elevation angles for cross-section lines

for j = 1:length(theta)

% Extract line data for a constant elevation angle

x_line = X(:, j);

y_line = Y(:, j);

z_line = Z(:, j);

% Plot the line

plot3(x_line, y_line, z_line, 'LineWidth', 1.5, 'Color', [1, 0, 0, 0.5]); % Semi-transparent red lines

end

colorbar;

title('3D Radiation Pattern (Line-by-Line)');

xlabel('X');

ylabel('Y');

zlabel('Z');

grid on;

view(3);

hold off;

How to Generate a 3D Radiation Pattern Line-by-Line Similar to Sens... (3)

You may refer to the following MathWorks documentation links to have a better understanding on plot3 and meshgrid:

  1. https://www.mathworks.com/help/matlab/ref/plot3.html
  2. https://www.mathworks.com/help/matlab/ref/meshgrid.html
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thibaut vor etwa 4 Stunden

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Sorry, my question was not clear!

I want to obtain exactly same plot as with Sensor Array Analyzer but using my formulas to be sure that they are correct. That's why I'm doing a toy exemple with 4 Tx antennas in YZ plane:

With same parameters (frequency, antennas position, space betwenn antennas) in Sensor Array Analyzer, I obtain almost same curves for the cuts but something complitly different for 3D pattern.

% Define your antenna array parameters and call the function

num_ant_X = 1;

num_ant_Y = 2;

num_ant_Z = 2;:

d = 0.5; % Spacing between antennas in wavelength units

c = 3.0e8;

f = 3.5e9;

lambda_0 = c / f;

steering_theta_deg = 90;

steering_phi_deg = 0;

Pattern_array_factor_3d_func(num_ant_X, num_ant_Y, num_ant_Z, lambda_0, d, deg2rad(steering_theta_deg), deg2rad(steering_phi_deg), "omni");

function Pattern_array_factor_3d_func(num_ant_X, num_ant_Y, num_ant_Z, lambda_0, distance_between_antennas_longueur_onde, steering_theta, steering_phi, pattern)

% Calculate the positions of the elements centered around the origin

x_positions = (0:num_ant_X-1) - (num_ant_X - 1) / 2;

y_positions = (0:num_ant_Y-1) - (num_ant_Y - 1) / 2;

z_positions = (0:num_ant_Z-1) - (num_ant_Z - 1) / 2;

x_positions = x_positions * distance_between_antennas_longueur_onde * lambda_0;

y_positions = y_positions * distance_between_antennas_longueur_onde * lambda_0;

z_positions = z_positions * distance_between_antennas_longueur_onde * lambda_0;

% Elevation and azimuth angles

theta = linspace(0, pi, 180);

phi = linspace(-pi, pi, 360);

[THETA, PHI] = meshgrid(theta, phi);

% Array Factor (AF) Initialization

AF = zeros(size(THETA));

% Steering vector components

Us = sin(steering_theta) * cos(steering_phi);

Vs = sin(steering_theta) * sin(steering_phi);

Ws = cos(steering_theta);

% Loop over each antenna element

for x = x_positions

for y = y_positions

for z = z_positions

W = exp(-1j * 2 * pi * (x * Us + y * Vs + z * Ws) / lambda_0);

AF = AF + W .* exp(1j * 2 * pi * (x * sin(THETA) .* cos(PHI) + y * sin(THETA) .* sin(PHI) + z * cos(THETA)) / lambda_0);

end

end

end

% Optional radiation pattern modification (3GPP pattern, etc.)

if strcmp(pattern, "38.901")

radiation_pattern = radiation_pattern_38901(THETA, PHI); % This would need to be defined

AF_global_magnitude_squared = abs(AF).^2 .* radiation_pattern;

else

AF_global_magnitude_squared = abs(AF).^2;

end

AF_global_magnitude_squared_norm = AF_global_magnitude_squared / (num_ant_X * num_ant_Y * num_ant_Z);

% Convert to dBi

AF_magnitude_dBi = 10 * log10(AF_global_magnitude_squared_norm + 0.001);

% Convert to Cartesian coordinates for 3D plot

X = (AF_magnitude_dBi) .* sin(THETA) .* cos(PHI);

Y = (AF_magnitude_dBi) .* sin(THETA) .* sin(PHI);

Z = (AF_magnitude_dBi) .* cos(THETA);

% Plot the 3D radiation pattern

figure;

surf(X, Y, Z, 'FaceAlpha', 0.6, 'EdgeColor', 'none');

colorbar;

title('3D Radiation Pattern');

xlabel('X');

ylabel('Y');

zlabel('Z');

axis equal;

% Extract 2D cut at theta = 90 degrees (elevation pattern)

target_theta = pi / 2;

[~, closest_index_theta] = min(abs(theta - target_theta));

elevation_cut_pattern = AF_magnitude_dBi(:, closest_index_theta);

figure;

polarplot(phi, elevation_cut_pattern);

rlim([min(elevation_cut_pattern) max(elevation_cut_pattern)])

title('Elevation Pattern (dBi)');

% Extract 2D cut at phi = 0 degrees (azimuth pattern)

target_phi = 0;

[~, closest_index_phi] = min(abs(phi - target_phi));

azimuth_cut_pattern = AF_magnitude_dBi(closest_index_phi, :);

figure;

polarplot(theta, azimuth_cut_pattern);

rlim([min(azimuth_cut_pattern) max(azimuth_cut_pattern)])

title('Azimuth Pattern (dBi)');

end

How to Generate a 3D Radiation Pattern Line-by-Line Similar to Sens... (5)

How to Generate a 3D Radiation Pattern Line-by-Line Similar to Sens... (6)

How to Generate a 3D Radiation Pattern Line-by-Line Similar to Sens... (7)

There is a little difference in the values, I don't know why. And for zenith cut, there is a 90° rotation because one is plotting elevation and the other zenith.

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Siehe auch

Tags

  • 3d pattern
  • sensor array analyzer

Produkte

  • Signal Processing Toolbox

Version

R2023b

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