Synthetic CANBUS Data Generation for Driver Behavior Modeling

Esranur Ucuzova, Ekim Kurtulmaz,Fulya Gökalp Yavuz,Hacer Karacan, Nuri Eray Şahın

2021 29th Signal Processing and Communications Applications Conference (SIU)（2021）

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摘要

It aims to develop an artificial intelligence model that can analyze driver behavior and compare the model's performance between real data and synthetic data by testing this model on different synthetic data. In general, a huge amount of data is needed to develop a successful artificial intelligence model; especially, due to reasons such as the difficulty of obtaining the necessary data to model d...

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关键词

Data models,Vehicles,Support vector machines,Reactive power,Organizations,Libraries,Engines

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