Limitations of MIMO and Multi-User Access for OFDM Radar in Automotive Applications

Benjamin Nuss, Jonathan Mayer, T. Zwick
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引用次数: 16

Abstract

This paper highlights the parameterization limitations of MIMO OFDM radar especially in multi-user scenarios. First the parameter dependencies are depicted and the resulting limitations are derived. Based on this it is demonstrated how the basic scheme can be modified to generate orthogonal channels, either for multiple transmitters of the same system or for different users to operate in an almost interference free state. The focus is on automotive applications for highly automated driving (HAD) that require both, high range and velocity resolution as well as fail save operation in scenarios with multiple users. Additionally, the limitations of Compressed Sensing in combination with OFDM radar to overcome some of the previous limitations are analyzed. Analytical studies as well as simulations have been done to depict the mentioned limitations.
汽车应用中OFDM雷达的MIMO和多用户接入限制
强调了MIMO OFDM雷达参数化的局限性,特别是在多用户场景下。首先描述了参数依赖关系,并推导了由此产生的限制。在此基础上,演示了如何修改基本方案以生成正交信道,既可以用于同一系统的多个发射机,也可以用于不同用户在几乎无干扰的状态下运行。重点是高度自动驾驶(HAD)的汽车应用,这些应用需要高范围和速度分辨率,以及多用户场景下的故障保存操作。此外,分析了压缩感知与OFDM雷达相结合的局限性,以克服以往的一些局限性。已经进行了分析研究和模拟来描述上述局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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