数字孪生技术在自动驾驶测试领域的应用

Muhammad Usman Shoukat, Lirong Yan, Bingqian Zou, Jiawen Zhang, Ashfaq Niaz, Muhammad Umair Raza
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引用次数: 2

摘要

现阶段随着数字孪生技术的不断发展,围绕数字孪生技术的研究和应用逐渐成为一个热点。DT技术在自动驾驶测试领域的应用正在研究中。本文拟构建高度开放的DT自动驾驶测试平台,将其与仿真测试工具、通信设备、真实测试车辆等功能单元相结合,形成丰富的测试验证环境。该模型支持各类自动驾驶解决方案和算法验证测试,具备在资源有限的情况下,在复杂虚拟场景下进行实车测试验证的能力。最后,本文为自动驾驶汽车提供了一种全新的测试方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Digital Twin Technology in the Field of Autonomous Driving Test
With the continuous development of digital twin (DT) technology at this stage, research and applications surrounding DTs have gradually become a hot spot. The application of DT technology in the field of autonomous driving tests is being studied. In this paper, we intend to build a highly open DT autonomous driving test platform, combining it with functional units such as simulation test tools, communication equipment, real test vehicles, etc., to form a rich test verification environment. This model supports various types of autonomous driving solutions and algorithm verification tests and has the ability to carry out real vehicle testing and verification in complex virtual scenes under the condition of limited resources. Finally, this article provides a brand-new test method for autonomous driving vehicles.
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