高级自动驾驶系统环境传感器时延补偿

S. Park, Beomjun Kim, Kyuwon Kim, Youngseop Son, K. Yi
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引用次数: 2

摘要

提出了一种自动驾驶系统中环境传感器的时延补偿算法。从传感器到处理器的测量传输所涉及的时间延迟是不可忽略的,因为它负责系统的估计和控制。由于激光扫描仪或雷达等汽车环境传感器以恒定的频率进行测量,因此可以假设测量时间延迟是恒定的。在此基础上,通过车辆试验分析了恒时延特性,并采用基于正演估计的坐标变换进行补偿。基于测试数据的自动驾驶系统开环仿真验证了所提补偿算法的有效性。结果表明,该补偿方案可提高驾驶员的环境感知性能和安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time delay compensation for environmental sensors of high-level automated driving systems
This paper presents a time delay compensation algorithm for environmental sensors of automated driving systems. The time delay involved with the transmission of the measurements from the sensors to the processor cannot be negligible because it is responsible for estimation and control of the system. As the automotive environmental sensors such as laser scanner or radar perform measurements at a constant frequency, the measurement time latencies can be assumed to be constant. From this aspect, the constant time delay characteristics is analyzed via vehicle tests and compensated by forward estimation based coordinate transformation. The proposed compensation algorithm has been verified via test data based open loop simulation of Automated Driving Systems (ADS). It is shown that the proposed compensation enhances environment perception performance and driver's safety.
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