Where does the rotation matrix come from?

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I looked through many different books, but none of them explain how they derive the matrix below. They just state it as is and move on. Can you explain, please.

$ \begin{bmatrix} R(\vec e_1), R(\vec e_1) \end{bmatrix} = \begin{bmatrix} cos x & - sinx \\ sinx & cosx \end{bmatrix}$

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It comes from consideration of the transformed positions of the unit vectors