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These criteria do not require much computational load and can be applied to videos with various lengths.
On the other hand, the class-specific weights can be used to improve the combinative performance without increasing much computational load.
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Table 4 shows that 2D- l 1-SVD and enhanced 2D- l 1-SVD have a much lower computational load than other methods.
A 2D simulation along a cross section of the 3D medium has a much lighter computational load.
Exploiting the decoupled signal model, 2D- l 1-SVD has a much lower computational load than l 1-SVD due to the successive estimation of 2D DOA parameters.
Computer simulations demonstrate that the proposed two-stage receiver has better performance than the Capon receiver with much lower computational load.
Their method is stated to provide a better appearance reconstruction than the original PTM [1], although at the cost of a much heavier computational load, but depends on a training phase and requires accurate disambiguation of direct and global contributions.
The approach leads to exactly the same solution as found through lifted ILC, but at a much smaller computational load (O(N) vs O N3)) for both linear time-invariant (LTI) and linear time-varying (LTV) systems.
As opposed to traditional bottom-up energy models based on systems optimisation, such differential equations offer an appropriate treatment of the times and structure of change involved in sectoral technology transformations, as well as a much reduced computational load.
Therefore, it can be said that HEQ-MA usually requires much larger amounts of computational load than HEQ-FC.
Additionally, we have introduced a simple Monte Carlo method for the numerical computation of the errors, which removes some of the approximations in the analysis, can be applied both with and without shadow fading, and presents a computational load much smaller than that of the direct simulation of the transmission.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com