On local maxima of the likelihood function for Toeplitz matrix estimation
S. Degerine · IEEE Transactions on Signal Processing · 1992
It is shown that in estimating a Toeplitz covariance matrix, the likelihood function can present a local maximum close to the global maximum. An analytical proof is given for the matrices of order 3, and numerical examples are shown for orders 3, 4, and 5.>