Linear algebra COB matrices question

Your Name]In summary, the problem involves two coordinate systems - one used by the air traffic control tower (Q) and the other used by the helicopter (R). The helicopter measures its coordinates using three vectors - its own height, its displacement from the tower, and the length of its propeller blade. These measurements are converted to Q's coordinate system using the formula for change of basis. The resulting vectors will always form a basis as long as they are linearly independent. R thinks its position is (f, g, h) as measured by Q. To find the change of basis matrix, we can use the same formula as above.
  • #1
HarryHumpo
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Homework Statement



One of the questions on my Algebra assignment is as follows.
I don't need the answers, but need to understand how the helicopter takes its coordinates. I really don't understand the question itself, not the material.

An air traffic control tower Q records the location of planes nearby with
respect to a coordinate system e1 = (1, 0, 0), e2 = (0, 1, 0), e3 = (0, 0, 1),
where e3 is vertical. A helicopter R flying near Q also measures the location of itself and other aircraft using the base of the tower as a base
point. It measures coordinates against its own height in the direction of
the vertical tower Q, its own displacement from Q, and the length l of
it’s propeller blade, parallel to the ground and perpendicular its displacement as measured along the ground. If at time t the helicopter R is at
(f(t), g(t), h(t)) as measured by the tower Q, find the three coordinate
vectors R is using in terms of those that Q is using. Will these always
give a basis? Why?
What does R think its position is? Find the change of basis matrix from
R’s measurements to Q’s (for times t when it is a basis).

Homework Equations


The Attempt at a Solution



I'm not sure where to start...

Thanks!
 
Last edited:
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  • #2

Thank you for reaching out for help with your algebra question. I can help explain the concept of coordinate systems and how they are used in this scenario.

In this situation, the air traffic control tower (Q) is using a Cartesian coordinate system, where e1, e2, and e3 represent the x, y, and z axes respectively. The helicopter (R) is also using a similar coordinate system, but with a different base point and orientation.

To understand how the helicopter takes its coordinates, we need to look at the information provided in the problem. The helicopter measures its coordinates using three vectors: its own height in the direction of the vertical tower (h), its displacement from the tower (f and g), and the length of its propeller blade (l). These measurements are taken parallel to the ground and perpendicular to its displacement from the tower.

To find the coordinate vectors that R is using in terms of Q's coordinate system, we can use the formula for change of basis. This formula involves multiplying the coordinate vectors of R by the inverse of the basis vectors of Q. The resulting vectors will give us the coordinate vectors that R is using in terms of Q's basis.

As for whether these vectors will always give a basis, the answer is yes. As long as the vectors are linearly independent (meaning they cannot be expressed as a linear combination of each other), they will form a basis for R's coordinate system.

To find the change of basis matrix from R's measurements to Q's, we can use the same formula as above. This matrix will allow us to convert R's coordinates to Q's coordinates for any given time t.

As for what R thinks its position is, it would be (f, g, h) as measured by Q. This is because R is using its own measurements to determine its position, but those measurements are being converted to Q's coordinate system.

I hope this explanation helps you understand the concept better. If you have any further questions, please don't hesitate to ask.


 

FAQ: Linear algebra COB matrices question

What is a COB matrix in linear algebra?

A COB matrix, also known as a Change of Basis matrix, is a square matrix that represents the transformation from one set of basis vectors to another set of basis vectors in a vector space. It allows for the representation of linear transformations in different coordinate systems.

How do you find the inverse of a COB matrix?

To find the inverse of a COB matrix, you can use the Gauss-Jordan elimination method. This involves performing row operations on the COB matrix until it is in reduced row-echelon form. The resulting matrix will be the inverse of the original COB matrix.

Can a COB matrix have a determinant of zero?

No, a COB matrix cannot have a determinant of zero. This is because a COB matrix represents a change of basis between two linearly independent sets of basis vectors. A determinant of zero would indicate that the transformation is not invertible, which is not possible for a COB matrix.

How do COB matrices relate to eigenvectors and eigenvalues?

COB matrices are closely related to eigenvectors and eigenvalues. In fact, the eigenvectors of a COB matrix are the basis vectors of the new coordinate system, and the corresponding eigenvalues are the scale factors for each eigenvector in the transformation.

How is a COB matrix used in real-world applications?

COB matrices are used in a variety of real-world applications, such as computer graphics, data compression, and quantum mechanics. They allow for efficient and accurate transformations between different coordinate systems, which is essential in many scientific and engineering fields.

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