Considerations on Sensor Fusion of Multiple Ultrawideband Radar Sensors Operating in Non-Adjacent Frequency Bands

IF 4.9 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Jan Barowski;Nils Pohl;Ilona Rolfes
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Abstract

This paper presents a novel sensor fusion approach to enhance radar measurement bandwidth and range resolution by integrating data from non-adjacent frequency bands. While ultrawideband (UWB) radar systems offer high resolution, they are often constrained by regulatory limitations and hardware bandwidth restrictions. To overcome these challenges, we investigate on merging intermediate frequency signals from multiple frequency-modulated continuous wave (FMCW) radar sensors operating in separate bands. Though this effectively broadens the usable bandwidth, challenges arise from uncovered spectral regions in between the sensor bands. A frequency domain model is employed to address these systematic challenges in multi-band fusion and to quantify side-lobe-levels and pulse-widths. Furthermore, we discuss the establishment of a common phase reference by means of calibration. The investigations are validated through simulations and experimental measurements using W-band (68–93 GHz), D-band (122–170 GHz), and J-band (205–248 GHz) FMCW sensors. Finally, it is shown that model-based interpolation between the bands significantly removes undesired distortions. Results demonstrate a significant enhancement in range resolution, particularly benefiting applications such as non-destructive testing and high-precision material characterization. In these applications, the approach provides a viable alternative to photonic and optical measurement techniques, leveraging the advantages of compact, MMIC-based radar sensors while overcoming inherent bandwidth limitations.
非相邻频段多超宽带雷达传感器融合研究
本文提出了一种新的传感器融合方法,通过融合非相邻频段的数据来提高雷达测量带宽和距离分辨率。虽然超宽带(UWB)雷达系统提供高分辨率,但它们通常受到监管限制和硬件带宽限制的限制。为了克服这些挑战,我们研究了在不同频段工作的多个调频连续波(FMCW)雷达传感器合并中频信号的方法。虽然这有效地拓宽了可用带宽,但挑战来自传感器波段之间未覆盖的光谱区域。采用频域模型来解决多波段融合中的这些系统挑战,并量化旁瓣电平和脉冲宽度。此外,我们还讨论了用标定的方法建立一个共同的相位基准。通过w波段(68-93 GHz)、d波段(122-170 GHz)和j波段(205-248 GHz) FMCW传感器的仿真和实验测量验证了研究结果。最后,研究表明,基于模型的插值在波段之间显著地消除了不想要的失真。结果表明,在范围分辨率显著提高,特别是有利于应用,如无损检测和高精度材料表征。在这些应用中,该方法提供了一种可行的替代光子和光学测量技术,利用紧凑的、基于mmic的雷达传感器的优势,同时克服了固有的带宽限制。
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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来源期刊
CiteScore
10.70
自引率
0.00%
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审稿时长
8 weeks
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