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基于Simulink的无人驾驶汽车雷达的建模与分析

Modeling and Analysis of Autonomous Vehicle Radar Based on Simulink

中文摘要英文摘要

近年来,随着电子信息技术的发展,无人驾驶技术一直广受人们关注,而雷达正是实现无人驾驶所依靠的诸多传感器中最重要的之一。本文首先对当前具有代表性的无人驾驶技术以及在汽车领域中广泛使用的线性调频连续波(FMCW)雷达做了简要介绍。接着在对FMCW雷达原理及参数进行分析的基础上,使用Simulink软件搭建了车载FMCW雷达模型,包含了FMCW信号产生、发射机、接收机以及目标模型。并对系统模型进行了测试与验证,证明了模型的正确性。同时,对回波的差频信号频谱做了分析。本文所建立的雷达模型有较好的通用性,为后续雷达系统的设计、改进与测试提供了便利。

With the development of electronic and information technology, recent years have witnessed a wide concern by people on autonomous driving technology, and radar is one of the most important sensors which the technology relies on. This paper first gives a brief introduction to the current representative autonomous driving technology and the frequency modulated continuous wave (FMCW) radar which is widely used in the automotive field. Then, based on the analysis of the principles and parameters of the FMCW radar, a Simulink model was built, including a signal generation model, a transmitter model, a receiver model and a target model. The model was tested and verified to prove its correctness. At the same time, the frequency spectrum of the beat signal is analyzed. The radar model established in this paper has good versatility, which provides convenience for the design, improvement and testing of updated radar systems.

陈彦文、李兆龙

雷达

FMCWSimulink无人驾驶汽车雷达系统建模与仿真

FMCWSimulinkautonomous drivingautomotive radarsystem modeling and simulaiton

陈彦文,李兆龙.基于Simulink的无人驾驶汽车雷达的建模与分析[EB/OL].(2021-06-03)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/202106-13.点此复制

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