A new total least squares (TLS) technique for linear prediction based on a
whitening procedure is presented. This technique can solve the problems due
to the bias inherent in the prefiltered TLS solution so as to give good pe
rformance over a wide range of SNRs, thereby outperforming common TLS solut
ions.