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Definition of an embedded driver model for driving behavior prediction within the DESERVE platform

机译:定义用于DESERVE平台中的驾驶行为预测的嵌入式驱动程序模型

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The use of driver models within advanced driver assistance systems (ADAS) allows anticipating the driving behavior of the vehicle and all traffic participants in the close vicinity. This valuable information could considerably improve the performance as well as the acceptance of ADAS. Consequently complex driver models need to be integrated in embedded systems. This work, first of all, aims to summarize important driver models described in literature. Based upon this a suitable approach to implement a driver model on an embedded system is derived. The model used, focuses on the longitudinal driving and lane change behavior of drivers. The system architecture is derived and optimized for real-time execution. The driver model is analyzed in detailed simulations. Test drives in a small scale naturalistic driving study are used to validate the driver model. This paper defines a standard driver model to be implemented as part of the DESERVE platform within the Artemis project “DESERVE”. As embedded automotive hardware the dSpace MicroAutoBox II is used. The paper summarizes approaches and examples to use the generated prediction data in ADAS like ACC.
机译:在高级驾驶员辅助系统(ADAS)中使用驾驶员模型可以预测车辆和附近所有交通参与者的驾驶行为。这些有价值的信息可以大大提高性能,并提高ADAS的接受度。因此,复杂的驱动程序模型需要集成到嵌入式系统中。这项工作首先旨在总结文献中描述的重要驱动程序模型。基于此,推导了在嵌入式系统上实现驱动程序模型的合适方法。使用的模型着重于驾驶员的纵向驾驶和换道行为。系统体系结构已导出并针对实时执行进行了优化。在详细的仿真中分析了驱动程序模型。小规模自然驾驶研究中的测试驾驶用于验证驾驶者模型。本文定义了一个标准的驱动程序模型,该模型将作为Artemis项目“ DESERVE”中DESERVE平台的一部分来实现。作为嵌入式汽车硬件,使用了dSpace MicroAutoBox II。本文总结了在ADAS(如ACC)中使用生成的预测数据的方法和示例。

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