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derivation of rotation matrix using polar coordinates
We derive formally the expression for the rotation of a two-dimensional vector $\vv = a\vx + b\vy$ by an angle $\phi$ counter-clockwise. Here $\vx$ and $\vy$ are perpendicular unit vectors that are oriented counter-clockwise (the usual orientation).

In terms of polar coordinates, $\vv$ may be rewritten:
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for some angle |
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Expanding using the angle addition formulae, we obtain |
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When this transformation is written out in $[\vx, \vy]$ -coordinates, we obtain the formula for the rotation matrix:$$ \vv' = \begin{bmatrix} \cos \phi & -\sin \phi \\ \sin \phi & \cos \phi \end{bmatrix} \begin{bmatrix} a \\ b \end{bmatrix} \,.$$
derivation of rotation matrix using polar coordinates is owned by Steve Cheng.
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