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Figure 18 Localization errors of proposed algorithm at different node locations in C-shaped region.

The estimated errors of proposed method were less than that of other methods.

In addition, to provide more illustration, Figure 2 is given as follows: Open image in new window Figure 2 Evaluation of the sum of squared errors of proposed and classical approaches for the second example.

Additionally, the evaluation is given in Figure 1, as follows: Open image in new window Figure 1 Evaluation of the sum of squared errors of proposed approach and classical approaches for the first example.

In Figure 9b, the result shows that the errors of proposed tracking scheme based on one-step fixed lag smoothing are slightly smoother in the moving trajectory of an MT. In addition, the corner effect (the peaks) of the proposed tracking scheme is slightly larger than the KF-based tracking scheme.

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The comparison of mean square error of proposed method with ARMA, WT-ANN, and WT-ANN-PSO methods are listed in Table 1.

Figure 13 Error behavior of proposed AMAP estimator, in sample realization.

Error graph of proposed method and mean-shift algorithm is shown in Fig. 23.

The error analysis of proposed formulae was performed to indicate that the proposed formulae more accurate compared to the available methods of predicting sewing thread consumption.

The error-resilient performance of proposed HRMIR approach is robust on different error distribution models.

This makes us conclude that, the error resilient performance of proposed JRVIR approach is robust on different error distribution models.

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