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It was carried out the simulation on PC of the designed estimators for estimating the speed and the angular position of the rotor in three tests under different conditions and considering an error in the initial estimation of the angular position and noisy measurements.
The errors in the initial estimation are shown in Figure 10.
This has the effect of treating the errors in the initial estimation of the input forces as large.
This also shows that the present technique is not sensitive to the errors in the initial estimation.
MCR-ALS was used in the initial estimation of parameters related to the equilibrium concentration and spectra, and then they were confirmed using the hard model.
The filtering of the activation matrix by H A, done in step 3 of the NMF update algorithm, is motivated by the need to remove traces of reverberation that remain in matrix A. These traces are caused by imperfections in the initial estimation stage and by the first stage of NMF reconstruction before the filter update is applied (step 2 and Fig. 3).
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Top and bottom figures represent the results obtained when considering either threshold-based or percentile-based OSF respectively Table 3 Comparison of the user effort invested in correcting the initial estimation of static onset detectors in terms of the R GT.
In line with the initial estimation for the basic values a and b in the previous example, now we assume that the values for the parameters a 1, a 2, b 1, and b 2 are E [ A 1 ] = a 1 = 0.35, E [ A 2 ] = a 2 = 0.15, E [ B 1 ] = b 1 = 0.2, E [ B 2 ] = b 2 = 0.1.
In the algorithms, the initial estimation of sight condition is set to P si,0=0)=P(si,0=1)=0.5, where i=1,⋯,5.
Additional nodes in the network then sample in order to refine the initial estimation and meet desired error targets.
Sphere decoding [7] can reduce the search space to a lattice in a sphere around the initial estimation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com