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Neural Modeling of Electromagnetic Fields in Cars
Kotol, Martin ; Škvor, Zbyněk (oponent) ; Koudelka, Vlastimil (oponent) ; Raida, Zbyněk (vedoucí práce)
The dissertation thesis is focused on the exploitation of artificial neural networks for modeling of the electromagnetic fields inside cars. The first part of the thesis is deals with the analytical description of electromagnetic wave propagation in the interior using Norton surface waves. In the following part, attention is turned to the practical measurement and verification of analytical models. Practical measurements were the source of training and verification data for neural networks. The thesis is focused on frequency bands 3 to 11 GHz and 55 to 65 GHz.
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Power line channel simulator
Jedlička, Tomáš ; Fujdiak, Radek (oponent) ; Mlýnek, Petr (vedoucí práce)
The master’s thesis is focused on the analysis and modeling of power line communication with aim to implement power line channel simulator in the programming environment Matlab. At the beginning of the thesis are summarized basic information about the PLC communication, its basic distribution in terms of frequency bands and are also mentioned advantages and disadvantages. The emphasis on the meaning and importance of modeling with the aim to analyze PLC communication channel is specified further. The following is a detailed description of the current power lines communication models. Power line channel simulator was created on the basis of mathematical analysis for low-voltage (LV) distribution networks. The created simulator uses a model of cascaded two-ports and works in random or fixed mode. Input parameters are real topologies, different types of loads and cables. RLC resonant circuit as a frequency selective impedance is also included in impedance models. Based on the obtained results was performed the analysis, determined the critical parameters and extreme values. Comparison of effectiveness of created simulator was processed on the basis of available simulators from other authors. Two versions of simulator were created using the results obtained under comparison of effectiveness. For comparison was also performed real measurement on a simple topology. The experimental measurements results have been implemented in the simulator.
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Neural Modeling of Electromagnetic Fields in Cars
Kotol, Martin ; Škvor, Zbyněk (oponent) ; Koudelka, Vlastimil (oponent) ; Raida, Zbyněk (vedoucí práce)
The dissertation thesis is focused on the exploitation of artificial neural networks for modeling of the electromagnetic fields inside cars. The first part of the thesis is deals with the analytical description of electromagnetic wave propagation in the interior using Norton surface waves. In the following part, attention is turned to the practical measurement and verification of analytical models. Practical measurements were the source of training and verification data for neural networks. The thesis is focused on frequency bands 3 to 11 GHz and 55 to 65 GHz.
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Power line channel simulator
Jedlička, Tomáš ; Fujdiak, Radek (oponent) ; Mlýnek, Petr (vedoucí práce)
The master’s thesis is focused on the analysis and modeling of power line communication with aim to implement power line channel simulator in the programming environment Matlab. At the beginning of the thesis are summarized basic information about the PLC communication, its basic distribution in terms of frequency bands and are also mentioned advantages and disadvantages. The emphasis on the meaning and importance of modeling with the aim to analyze PLC communication channel is specified further. The following is a detailed description of the current power lines communication models. Power line channel simulator was created on the basis of mathematical analysis for low-voltage (LV) distribution networks. The created simulator uses a model of cascaded two-ports and works in random or fixed mode. Input parameters are real topologies, different types of loads and cables. RLC resonant circuit as a frequency selective impedance is also included in impedance models. Based on the obtained results was performed the analysis, determined the critical parameters and extreme values. Comparison of effectiveness of created simulator was processed on the basis of available simulators from other authors. Two versions of simulator were created using the results obtained under comparison of effectiveness. For comparison was also performed real measurement on a simple topology. The experimental measurements results have been implemented in the simulator.
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Simulator of channel transfer function of Power Line Communication in NS-3
Kolář, J.
The paper deals with simulations of Power Line channel transfer functions in Network Simulator version 3 (NS-3). Other simulators are also mentioned and the reason for using NS-3 is given. The advantages and disadvantages of NS-3 simulator and further extensions are described. Last part is focused on the simulation of channel transfer function where time and frequency selective impedances are considered.
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