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Due to scaling effects, when dealing with vector-valued random fields, the classical Karhunen Loève expansion, which is optimal with respect to the total mean square error, tends to favorize the components of the random field that have the highest signal energy.
Total mean square error for initial rule base = 283 283
Total mean square error for final optimized rule base = 23.
They are obtained so that the total mean square error (TMSE),, is minimized.
In addition, the mutual information and the total mean square error criteria were selected as objective functions [15, 16].
For example, the mutual information and the total mean square error (MSE) criteria are selected as objective functions in [7, 8], respectively.
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The optimal sensor locations are selected to minimize the total mean-square error of the response predictions at unmeasured points.
The quality of consensus can be measured by the total mean-square deviation of the individual variables from their average, which converges to a steady-state value.
The proposed joint design aims to minimize all the users total mean-squared-error (TMSE) under the constraint of total transmit power.
The authors of [17] presented training designs for estimation of spatially correlated MIMO AF two-way multi-relay channels, where an optimal training structure is initially derived to minimize total mean-square-error (MSE) of the channel estimation.
The hope is that the total mean squared error (bias squared + variance) is lower than uncorrected estimate.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com