Department of Control Engineering, FEL CVUT, Prague, Czech Republic
We formulate and apply the methods of least squares and total least squares. Then we highlight differences between the two methods and survey existing numerical algorithms. Our contribution is in providing a numerical algorithm for solving the problem of total least squares using rotation of coordinate system with certified convergence.