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Personal Mobile Radars with Millimeter-Wave Massive Arrays for Indoor Mapping

机译:带有毫米波大规模阵列的个人移动雷达,用于室内制图

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The adoption of millimeter-wave technology could open the possibility to integrate massive antenna arrays inside future 5G user mobile devices, with the possibility to enable new interesting applications. Within this context, in this paper we put forth the concept of a personal mobile radar operating at millimeter-waves and consisting of a massive array for accurate environmental mapping. Frequency selectivity and phase quantization effects are accounted for to characterize the achievable angle and range resolution necessary to collect environmental information. Successively, we propose an effective grid-based Bayesian mapping approach by introducing a new state-space model, which profits of the beneficial effects of the massive antenna array characteristics. Numerical results show that the idea herein investigated is feasible, and that a significant mapping performance is attainable even employing coarse antenna arrays provided that the number of antenna elements is sufficiently high.
机译:毫米波技术的采用可能为在未来的5G用户移动设备中集成大型天线阵列提供可能性,并有可能实现新的有趣应用。在此背景下,本文提出了一种个人移动雷达的概念,该雷达在毫米波下工作,由庞大的阵列组成,用于精确的环境制图。考虑频率选择性和相位量化效应以表征收集环境信息所需的可达到的角度和范围分辨率。接下来,我们通过引入新的状态空间模型,提出了一种有效的基于网格的贝叶斯映射方法,该模型利用了大规模天线阵列特性的有益效果。数值结果表明,本文研究的想法是可行的,并且只要天线元件的数量足够多,即使采用粗糙的天线阵列也可以获得显着的映射性能。

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