The real orthogonal group is . Its tangent space at the identity is the vector space of skew-symmetric matrices.
In odd dimension, the map is a surjective group homomorphism from the orthogonal group to the special orthogonal group, with kernel of a group homomorphism . Scalar matrices commute, and . Together with the determinant sign, it identifies with the direct product of groups . In even dimension, scalar multiplication by does not repair the determinant, so this construction does not give the same splitting.
A real square matrix is orthogonal when , equivalently when its columns form an orthonormal basis.
An orthogonal transformation of a real inner-product space is a linear map satisfying . It preserves inner products, lengths, angles, and therefore Gaussian curvature when applied to an embedded surface in Euclidean space.
An improper orthogonal transformation has determinant . In three dimensions it may be a plane reflection or a rotation composed with a reflection perpendicular to the rotation axis.
A real orthogonal matrix of size three with has an eigenvector of eigenvalue . Its orthogonal complement is invariant, and the restriction there is an orientation-preserving plane rotation. Thus is a rotation about the axis composed with a reflection across the plane perpendicular to . Writing the plane angle as , . A pure plane reflection is the case ; if , it cannot be a pure plane reflection.
The special orthogonal group is
Every element of is a rotation in the plane. Every element of fixes an axis and restricts to a planar rotation on its perpendicular plane.
The SO(4) group consists of real orthogonal four-by-four matrices of determinant one. It preserves orientation and the Euclidean metric. Its Spin(4) double cover identifies it with the quotient of two copies of SU(2) by their simultaneous central sign.
Tensor products give the irreducible representations of the Spin(4) double cover. The simultaneous central sign acts by , so exactly the integer-sum pairs descend to SO(4). Their dimensions are . Under the diagonal spatial rotation subgroup, the Clebsch-Gordan decomposition for SU2 gives spins from through in steps of one.
The subgroup of three-dimensional proper rotations preserving a chosen unoriented axis consists of all rotations about it and all half-turns about perpendicular axes. It is isomorphic to ; the continuous molecular point-group notation is . This uncountable group is different from the abstract countable infinite dihedral group .
The SO(3) group consists of real three-by-three orthogonal matrices with determinant one. It acts by rotation in three dimensions. Its group manifold is , since the Adjoint double cover from SU(2) to SO(3) identifies antipodal points of the three-sphere.
The Adjoint double cover from SU(2) to SO(3) has kernel . Under SU(2) as the three-sphere, multiplication by is the antipodal map, so the quotient is Real projective space . Equivalently, an axis-angle ball of radius has opposite boundary points identified. The fundamental group is .
Every real orthogonal transformation of odd dimension with determinant one has eigenvalue . Nonreal eigenvalues come in conjugate pairs with product one, while real eigenvalues are or . There are an odd number of real eigenvalues and an even number of negative ones, leaving at least one positive eigenvalue. The corresponding eigenvector is fixed.
The map from real matrices to symmetric matrices has derivative at , which is surjective. Thus is a submanifold of dimension , and
For , the stabilizer is conjugate to the block subgroup acting on . Hence it is a submanifold of dimension , with
For distinct , the submanifolds are not transverse. They both contain the identity. If are independent, the bivector is a nonzero normal direction common to both tangent spaces there; if , the two stabilizers coincide.
A rotation in three dimensions is an element of . It fixes an axis and acts as a two-dimensional rotation on the plane perpendicular to that axis.
A matrix is skew-symmetric when .
A complex matrix can be put by unitary congruence into two-by-two skew blocks and zero blocks; the magnitudes are its singular values, each repeated twice. One proof uses the antilinear map . Because , . On a nonzero eigenspace of with eigenvalue , any unit vector has orthogonal partner , and . These orthonormal pairs give the blocks; the orthogonal complement is invariant, so the procedure repeats. Phases of the paired vectors set the block phases.
For , the map has matrix
It has trace zero and annihilates , so its determinant is zero.

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