Ask an expert. Trust the answer.

Your academic and career questions answered by verified experts

Paulo Oliveira asked . 2024-01-11

How to calculate a angle between two vectors in 3D

Hi, I have a question, I have a table with 12 reference points

 

if true
% POINT  X  Y  Z
1  0  0  0
2  70.5  0  0
3  141  0  0
4  141  0  141.5
5  70.5  0  141.5
6  0  0  141.5
7  0  137.5  0
8  70.5  137.5  0
9  141  140  0
10  141  141.5  141.5
11  70.5  139  141.5
12  0  141.5  141.5

end

The segment 1 is defined by the point 1 and point 2 and the segment 2 is defined by the point 1 and point 7. I am able to calculate the angle with the following rotine,

 

 

if true
  % angle_x1_x13 = atan2(norm(cross(v1,v2)),dot(v1,v2));
    anglout = radtodeg(angle_x1_x13); 
end

The result is ~90º and this result is correct if I think in xy plan, but I need to calculate the angle to yz plan and xz plan. Anyone help me?

 

AI, Data Science, and Statistics , Statistics and Machine Learning Toolbox , Probability Distributi

Expert Answer

John Michell answered . 2025-03-27 14:26:11

To calculate angles between two segments in different planes (xyxy, yzyz, xzxz), you need to project the segments onto the respective plane and then compute the angle.


Steps to Calculate Angles for Each Plane

  1. Extract Segment Vectors:

    • For segment S1S1: v1=P2−P1\mathbf{v1} = \mathbf{P2} - \mathbf{P1}
    • For segment S2S2: v2=P7−P1\mathbf{v2} = \mathbf{P7} - \mathbf{P1}
  2. Project Vectors onto Each Plane:

    • XY Plane: Set the zz-component to 0: v1xy=[v1x,v1y,0]\mathbf{v1}_{xy} = [v1_x, v1_y, 0], v2xy=[v2x,v2y,0]\mathbf{v2}_{xy} = [v2_x, v2_y, 0]
    • YZ Plane: Set the xx-component to 0: v1yz=[0,v1y,v1z]\mathbf{v1}_{yz} = [0, v1_y, v1_z], v2yz=[0,v2y,v2z]\mathbf{v2}_{yz} = [0, v2_y, v2_z]
    • XZ Plane: Set the yy-component to 0: v1xz=[v1x,0,v1z]\mathbf{v1}_{xz} = [v1_x, 0, v1_z], v2xz=[v2x,0,v2z]\mathbf{v2}_{xz} = [v2_x, 0, v2_z]
  3. Calculate the Angles:

    • Use the formula for the angle between two vectors: angle=arctan?2(?v1×v2?,v1⋅v2)\text{angle} = \arctan2(\|\mathbf{v1} \times \mathbf{v2}\|, \mathbf{v1} \cdot \mathbf{v2})
    • Convert the result to degrees if needed.

MATLAB Code

Here's the MATLAB implementation:

% Define points
points = [
    0, 0, 0;       % Point 1
    70.5, 0, 0;    % Point 2
    0, 137.5, 0;   % Point 7
];

% Extract vectors for segments
P1 = points(1, :);
P2 = points(2, :);
P7 = points(3, :);

v1 = P2 - P1; % Segment 1: P1 -> P2
v2 = P7 - P1; % Segment 2: P1 -> P7

% Project vectors onto XY, YZ, and XZ planes
v1_xy = [v1(1), v1(2), 0];
v2_xy = [v2(1), v2(2), 0];

v1_yz = [0, v1(2), v1(3)];
v2_yz = [0, v2(2), v2(3)];

v1_xz = [v1(1), 0, v1(3)];
v2_xz = [v2(1), 0, v2(3)];

% Calculate angles in each plane
angle_xy = atan2d(norm(cross(v1_xy, v2_xy)), dot(v1_xy, v2_xy));
angle_yz = atan2d(norm(cross(v1_yz, v2_yz)), dot(v1_yz, v2_yz));
angle_xz = atan2d(norm(cross(v1_xz, v2_xz)), dot(v1_xz, v2_xz));

% Display results
fprintf('Angle in XY plane: %.2f degrees\n', angle_xy);
fprintf('Angle in YZ plane: %.2f degrees\n', angle_yz);
fprintf('Angle in XZ plane: %.2f degrees\n', angle_xz);

Explanation of Results

  1. XY Plane:
    • The zz-components of the vectors are ignored, focusing on the projection in the xyxy-plane.
  2. YZ Plane:
    • The xx-components are ignored.
  3. XZ Plane:
    • The yy-components are ignored.

This will give you the angles between the segments in each of the specified planes. Let me know if you have further questions!


Not satisfied with the answer ?? ASK NOW

Frequently Asked Questions

MATLAB offers tools for real-time AI applications, including Simulink for modeling and simulation. It can be used for developing algorithms and control systems for autonomous vehicles, robots, and other real-time AI systems.

MATLAB Online™ provides access to MATLAB® from your web browser. With MATLAB Online, your files are stored on MATLAB Drive™ and are available wherever you go. MATLAB Drive Connector synchronizes your files between your computers and MATLAB Online, providing offline access and eliminating the need to manually upload or download files. You can also run your files from the convenience of your smartphone or tablet by connecting to MathWorks® Cloud through the MATLAB Mobile™ app.

Yes, MATLAB provides tools and frameworks for deep learning, including the Deep Learning Toolbox. You can use MATLAB for tasks like building and training neural networks, image classification, and natural language processing.

MATLAB and Python are both popular choices for AI development. MATLAB is known for its ease of use in mathematical computations and its extensive toolbox for AI and machine learning. Python, on the other hand, has a vast ecosystem of libraries like TensorFlow and PyTorch. The choice depends on your preferences and project requirements.

You can find support, discussion forums, and a community of MATLAB users on the MATLAB website, Matlansolutions forums, and other AI-related online communities. Remember that MATLAB's capabilities in AI and machine learning continue to evolve, so staying updated with the latest features and resources is essential for effective AI development using MATLAB.

Without any hesitation the answer to this question is NO. The service we offer is 100% legal, legitimate and won't make you a cheater. Read and discover exactly what an essay writing service is and how when used correctly, is a valuable teaching aid and no more akin to cheating than a tutor's 'model essay' or the many published essay guides available from your local book shop. You should use the work as a reference and should not hand over the exact copy of it.

Matlabsolutions.com provides guaranteed satisfaction with a commitment to complete the work within time. Combined with our meticulous work ethics and extensive domain experience, We are the ideal partner for all your homework/assignment needs. We pledge to provide 24*7 support to dissolve all your academic doubts. We are composed of 300+ esteemed Matlab and other experts who have been empanelled after extensive research and quality check.

Matlabsolutions.com provides undivided attention to each Matlab assignment order with a methodical approach to solution. Our network span is not restricted to US, UK and Australia rather extends to countries like Singapore, Canada and UAE. Our Matlab assignment help services include Image Processing Assignments, Electrical Engineering Assignments, Matlab homework help, Matlab Research Paper help, Matlab Simulink help. Get your work done at the best price in industry.