基于雷达的毫米波传感用于精确的三维室内定位:潜力与挑战

Andrey Sesyuk;Stelios Ioannou;Marios Raspopoulos
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摘要

现代智能应用的三维特性对三维定位精度提出了很高的要求,尤其是在室内环境中。然而,大多数现有室内定位系统的一个主要局限是,它们主要关注水平面的位置估计,而忽略了关键的垂直维度。这种忽视给准确确定无人机和个人等设备在建筑物多层中的三维位置带来了巨大挑战,更不用说许多此类应用可能需要的厘米级精度了。为解决这一问题,毫米波(mmWave)定位系统已成为一种前景广阔的技术,即使在复杂的室内环境中也能提供高精度和鲁棒性。本文旨在利用毫米波雷达技术的潜力,实现精确的测距和角度测量,提出了一种全面的方法来评估毫米波传感器在测量精度方面的性能,同时展示了可以实现的三维定位精度。重点介绍了与使用毫米波传感器进行室内定位相关的主要挑战和相应的解决方案,为了解其在实际应用中的潜力和适用性提供了宝贵的见解。
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Radar-Based Millimeter-Wave Sensing for Accurate 3-D Indoor Positioning: Potentials and Challenges
The 3-D nature of modern smart applications has imposed significant 3-D positioning accuracy requirements, especially in indoor environments. However, a major limitation of most existing indoor localization systems is their focus on estimating positions mainly in the horizontal plane, overlooking the crucial vertical dimension. This neglect presents considerable challenges in accurately determining the 3-D position of devices, such as drones and individuals across multiple floors of a building let alone the cm-level accuracy that might be required in many of these applications. To tackle this issue, millimeter-wave (mmWave) positioning systems have emerged as a promising technology offering high accuracy and robustness even in complex indoor environments. This article aims to leverage the potential of mmWave radar technology to achieve precise ranging and angling measurements presenting a comprehensive methodology for evaluating the performance of mmWave sensors in terms of measurement precision while demonstrating the 3-D positioning accuracy that can be achieved. The main challenges and the respective solutions associated with the use of mmWave sensors for indoor positioning are highlighted, providing valuable insights into their potentials and suitability for practical applications.
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2024 Index IEEE Journal of Indoor and Seamless Positioning and Navigation Vol. 2 Table of Contents Front Cover Advancing Resilient and Trustworthy Seamless Positioning and Navigation: Highlights From the Second Volume of J-ISPIN IEEE Journal of Indoor and Seamless Positioning and Navigation Publication Information
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