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Additionally, the research also includes the simulation of the communication channel with different technologies.
The expression is validated by the Monte Carlo evaluation of the minimum distance and the full simulation of the communication chain.
Although the impact of this approximation cannot be analyzed theoretically, the numerical results in Figure 4 show that the mismatch between the proposed analytical approximation of the RMSE and the RMSE obtained by direct simulation of the communication system is larger in the low SNR region.
Let us remark that the approximation procedure described in this section is semianalytical: it essentially relies on the error formula of (55), and the Monte Carlo simulation is only used as a numerical tool to integrate w.r.t. the random variables a0, ρns,0, and ρ ̇ n s, 0 ρ ̈ n s, 0. The simulations required are computationally 'cheap' compared to a full simulation of the communication system.
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Moreover, in a full-fledged simulation of VAPEX, the communication between the injection and production wells should be predicted during the early stages.
For the Cosiga simulation evaluations of the communication and cognitive change were performed.
First, we have proposed a lower bound on the error probability of the max-dmin precoder in a Cauchy noise environment for any MIMO system dimensions and M-QAM rectangular modulation, which is tight at high SNR relative to the simulation results of the communication chain.
We compare these results with the simulation of the whole communication chain in a Rayleigh channel.
Modeling the whole network infrastructure, together with detailed simulation of the individual communication links, is hardly feasible and poses high computational complexity.
In this simulation, the distribution of the communication latency values closely approximated a normal distribution.
In this section, we show how the channel model, discussed previously, can be used for simulation of a communication link at the real-life site, located at the intersection of Wonderland Road and Oxford Street at London, Ontario, Canada, as shown in Figure 20 (East of Wonderland Road view to the North-West).
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