U is a m × m, unitary matrix, Σ is a diagonal m × n matrix with non-negative real numbers on the diagonal, and V∗ is a n × n, unitary matrix over K. (If K = R, unitary matrices are orthogonal matrices.) V∗ is the conjugate transpose of the n × n unitary matrix, V.