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Since e_ps is almost immune to the initial transmitters density and the fading, the impact of the two factors on the transmission capacity stems from Pretain and λ p. Based on previous analysis on Pretain, the transmission capacity by our MMHCP model is also more accurate than the other two models, which is also shown in simulations of Section 7.1.
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The latter is the preferred version of the sub-procedure REG as it performs regression with group variable selection, while the former two are not grouped methods and will be used for comparison purposes in the simulations of Section 3. In the following, we state the regression methods with variable selection as generic methods for regression.
This was also confirmed in the simulations of Section 4 for δ∈[ −M/2,M/2].
In the simulations of Section 7, we will focus on the sum rate over adjacent sectors, which will simply be the sum of (6) over those users.
(If the EPSNR maximum does not exist between 2 and 3.3, the maximum cannot be found with these initial values. Therefore, a sufficiently wide range for the initial values of -10, 0, and 10 is considered in the simulations of Section 4).
We also illustrate that point in the numerical simulations of Section 5.2.
This section presents practical considerations for the proposed work and its application in the simulation of Section 5.
In the simulations of this section, the control provided by the switching controller presents a performance similar to the performance of the non-switching controller.
As in the simulation study of Section 3, we considered empirical efficiency (relative to the mle) and validity of 95% confidence intervals for the parameters β and θ.
In 'Simulation studies' Section, the results of simulation study to evaluate the performance of the methods are presented.
In the simulation of this section, the number of clutter eigenvalues is decided based on capturing 99.999% of the total echo energy.
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CEO of Professional Science Editing for Scientists @ prosciediting.com