[Math] How to find the general form of an orthogonal matrix

linear algebramatricesorthogonal matrices

I know that the general form of orthogonal matrices is $$\begin{pmatrix} \cos \theta & \sin \theta \\ -\sin \theta & \cos \theta \end{pmatrix}$$ since they are all rotation matrices but how do I prove it? I have done the reverse, i.e., for such a rotation matrix proven that it is orthogonal:
$$\vec r^\prime . \vec r^\prime = \sum_{p=1}^n r_p r_p = \sum_{p=1}^n (\sum_{j=1}^n R_{pj} r_j) (\sum_{k=1}^n R_{pk} r_k) = \sum_{pjk} R_{pj} R_{pk} r_j r_k = \sum_{i} r_i r_i = \vec r . \vec r$$
which is only possible if $\sum_{p} R_{pj} R_{pk}$ = $\delta_{jk}$
which defines an orthogonal matrix. Does just reversing this process work for finding the general form? If not, what's the correct method?

Best Answer

Actually, this is not the general form. It's the general form of the $2\times2$ orthogonal matrices with determinant $1$; there are also those with determinant $-1$.

Anyway, what you're after are those matrices $\left[\begin{smallmatrix}a&b\\c&d\end{smallmatrix}\right]$ such that $\left[\begin{smallmatrix}a&c\\b&d\end{smallmatrix}\right]\left[\begin{smallmatrix}a&b\\c&d\end{smallmatrix}\right]=\left[\begin{smallmatrix}1&0\\0&1\end{smallmatrix}\right]$. But this means that$$\left\{\begin{array}{l}a^2+b^2=1\\c^2+d^2=1\\ab+cd=0\end{array}\right.$$The first two equations mean that $(a,b)$ and $(c,d)$ have norm $1$, whereas the third one means that $(a,b)$ and $(c,d)$ are orthogonal. Since $\bigl\|(a,b)\bigr\|=1$, $(a,b)=(\cos\theta,\sin\theta)$, for some $\theta$. And, since $(c,d)$ is orthogonal to $(a,b)$ and since it also has norm $1$, it is equal to $\pm(-\sin\theta,\cos\theta)$. Therefore, the general form is$$\begin{bmatrix}\cos\theta&\mp\sin\theta\\\sin\theta&\pm\cos\theta\end{bmatrix}.$$Replacing $\theta$ by $-\theta$, one gets the form that you mentioned.

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