The program stopped when 2 successive estimations of the log likelihood differed by less than 0.001%.
In a context where successive estimations of the objective function, even for the same parameters, may display random variations, these optimization algorithms are clearly doomed to failure.
However, it is also noteworthy that the successive estimation errors of are almost impossible to happen; so our analysis only provides a loose low bound for sensing performance with state estimation errors under high detection probability.
Substrates were initially assigned any codes of independent variables which had to be put in order at successive estimations to provide subsequent legibility of the presented model diagrams.
Using l 1-SVD as 1D DOA estimators during successive estimation, 2D- l 1-SVD has several advantages over conventional 2D methods, including high resolution, robustness to the number of snapshots, low SNR, and coherent sources due to the use of sparse reconstruction [7].
For the LTVFF-DRLS algorithm, the forgetting factor is adjusted by the time-averaged cost function, while for the LCTVFF-DRLS algorithm, the forgetting factor is adjusted by the time-averaged of the correlation of two successive estimation errors.
A successive estimation strategy over design iterations is proposed to expedite the design optimization process.
The proposed simulation approach is based on the identification and a successive parameter estimation of an empirical model of measured points.
Subsequently, we propose a novel design based on the successive approximation of the LMMSE estimation distortion.
Everyone has his reasons, Jean Renoir used to say, and his generosity of spirit is what elevates his films so high in the estimation of successive generations of film-goers.
