A simple proof of stability for all-pole linear prediction models

A simple method of proof is presented for the minimum-phase property of the all-pole model obtained in the autocorrelation method of linear prediction. The proof does not require knowledge of Levinson's recursion and extends easily to some special cases of the covariance method of linear prediction.

[1]  J. Makhoul,et al.  Linear prediction: A tutorial review , 1975, Proceedings of the IEEE.