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Visualisation of telemetric data
Kolář, Michael ; Hejtmánek, Petr (referee) ; Zháňal, Lubor (advisor)
The main aim of this bachelor thesis was the creation of an application in the Unity engine, which would enable real-time rendering of a vehicle and its suspension components. The positions and rotations of the individual parts are governed by the data that originate from the Matlab application based on simulation or real measurement.
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Machine learning and signal processing
Kolář, Michael ; Fojtášek, Jan (referee) ; Zháňal, Lubor (advisor)
This thesis deals with the possibility of using neural networks in the analysis of a racing vehicle telemetry data. The analysis consists of finding and classifying the driving states of the vehicle as well as reconstruction and prediction of the data signal. The thesis consists of a research of machine learning focusing on neural networks. It describes the main types of the most commonly used neural networks with the description of their structure and their learning process. It also deals with the problem of classification and an in-depth analysis of the signal prediction and reconstruction. The conclusion is devoted to the implementation of the network into a TeleMatrix application.
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Machine learning and signal processing
Kolář, Michael ; Fojtášek, Jan (referee) ; Zháňal, Lubor (advisor)
This thesis deals with the possibility of using neural networks in the analysis of a racing vehicle telemetry data. The analysis consists of finding and classifying the driving states of the vehicle as well as reconstruction and prediction of the data signal. The thesis consists of a research of machine learning focusing on neural networks. It describes the main types of the most commonly used neural networks with the description of their structure and their learning process. It also deals with the problem of classification and an in-depth analysis of the signal prediction and reconstruction. The conclusion is devoted to the implementation of the network into a TeleMatrix application.
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Visualisation of telemetric data
Kolář, Michael ; Hejtmánek, Petr (referee) ; Zháňal, Lubor (advisor)
The main aim of this bachelor thesis was the creation of an application in the Unity engine, which would enable real-time rendering of a vehicle and its suspension components. The positions and rotations of the individual parts are governed by the data that originate from the Matlab application based on simulation or real measurement.
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