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With a minor performance difference, SSLM offers the most complexity-efficient solution for both UL and DL.
As will be shown in Section 5, there is a minor performance degradation compared to the EM-based scheme proposed in Section 3.
Reduced state sequence detection (RSSD) [41, 42] can be an effective method for reducing the complexity with a minor performance loss.
If [12] is preprocessed by our proposed Wiener filter preprocessing algorithm, there is a minor performance improvement for "proposed [12]" compared to "conventional [12]", as can be observed from Figure 2.
The channel estimation performance of scheme 2 suffers a minor performance degradation compared to that of the scheme 1, which is the price we have to pay for the reduced computational complexity.
Although ICI is small in this case, if ICI is also mitigated, a minor performance improvement can be obtained especially in high SNR region, where the decision on the transmitted symbols are more accurate than that in low SNR region and therefore, the ICI can be more accurately estimated and canceled according to [13].
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Otherwise, the weight and size savings you'll get with the 13-inch are worth any minor performance trade-offs.
In the noniterative approach [11] the distribution of interference is not approximated as Gaussian but modeled via uniform triangular densities which, however, leads to an only minor performance gain.
This is because the adaptive system selects the highest STFC coding rate (3/2) for the 0° direction in order to maximize the capacity, with a price of minor performance degradation compared to the best performance scenario in the non-adaptive case.
Furthermore, the average difference between the decorrelation values was 0.05, and highly significant (Wilcoxon sign-rank test p<0.05), although a minor classification performance compared to the predictability values was obtained (area under ROC = 0.59).
Building on the works of multicarrier data DPD [5] and equalization [4], we provide a solution that minimizes the complexity of the implementation with minor performance degradation.
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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