 Let formula_47 be a full column rank matrix, whose columns need to be orthogonalized.The matrix formula_48 is Hermitian and positive definite, so it can be written as formula_49 using the Cholesky decomposition.The lower triangular matrix formula_50 with strictly positive diagonal entries is invertible.