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arXiv 2410.08554physics.opticsphysics.app-ph
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用于4D仿生视觉的集成自适应相干LiDAR

Integrated adaptive coherent LiDAR for 4D bionic vision

Ruixuan Chen, Yichen Wu, Ke Zhang, Chuxin Liu, Yikun Chen, Wencan Li, Bitao Shen, Zhaoxi Chen, Hanke Feng, Zhangfeng Ge, Yan Zhou, Zihan Tao, Weihan Xu, Yimeng … 展开作者

Ruixuan Chen, Yichen Wu, Ke Zhang, Chuxin Liu, Yikun Chen, Wencan Li, Bitao Shen, Zhaoxi Chen, Hanke Feng, Zhangfeng Ge, Yan Zhou, Zihan Tao, Weihan Xu, Yimeng Wang, Pengfei Cai, Dong Pan, Haowen Shu, Linjie Zhou, Cheng Wang, Xingjun Wang

AI总结:

研究提出一种具有动态可扩展注视能力的芯片级仿生FMCW LiDAR系统,通过混合集成光子方案实现0.012度超高分辨率和4D并行成像,并与相机协同感知实现高分辨率色彩增强机器视觉。

摘要:

激光雷达是在各种感知环境中提供精确空间感知的普遍工具。能够通过自适应注视广阔视场内选定感兴趣区域来模仿人类视觉的仿生LiDAR,对于以节能且高性价比的方式实现高分辨率成像至关重要。然而,基于堆叠固定波长激光阵列和惯性扫描的当前LiDAR尚未能同时实现所需的动态聚焦模式和敏捷可扩展性。此外,通过多个传感器之间的无缝融合同步获取多维物理参数(包括距离、方向、多普勒和颜色)的能力,在LiDAR中仍然难以实现。在这里,我们克服了这些限制,并展示了一种具有动态和可扩展注视能力的受生物启发的调频连续波(FMCW)LiDAR系统。我们的芯片级LiDAR系统采用混合集成光子解决方案构建,其中频率啁啾外腔激光器提供宽光谱可调谐性,而具有弹性通道间距的片上电光梳允许定制化成像粒度。利用动态放大能力和相干FMCW方案,我们实现了0.012度的最先进分辨率,提供高达传统3D LiDAR传感器15倍的分辨率,具有115条等效扫描线和4D并行成像。我们进一步展示了我们的自适应相干LiDAR与相机之间的协同感知,以实现高分辨率色彩增强的机器视觉。

英文摘要:

Light detection and ranging (LiDAR) is a ubiquitous tool to provide precise spatial awareness in various perception environments. A bionic LiDAR that can mimic human-like vision by adaptively gazing at selected regions of interest within a broad field of view is crucial to achieve high-resolution imaging in an energy-saving and cost-effective manner. However, current LiDARs based on stacking fixed-wavelength laser arrays and inertial scanning have not been able to achieve the desired dynamic focusing patterns and agile scalability simultaneously. Moreover, the ability to synchronously acquire multi-dimensional physical parameters, including distance, direction, Doppler, and color, through seamless fusion between multiple sensors, still remains elusive in LiDAR. Here, we overcome these limitations and demonstrate a bio-inspired frequency-modulated continuous wave (FMCW) LiDAR system with dynamic and scalable gazing capability. Our chip-scale LiDAR system is built using hybrid integrated photonic solutions, where a frequency-chirped external cavity laser provides broad spectral tunability, while on-chip electro-optic combs with elastic channel spacing allow customizable imaging granularity. Using the dynamic zoom-in capability and the coherent FMCW scheme, we achieve a state-of-the-art resolution of 0.012 degrees, providing up to 15 times the resolution of conventional 3D LiDAR sensors, with 115 equivalent scanning lines and 4D parallel imaging. We further demonstrate cooperative sensing between our adaptive coherent LiDAR and a camera to enable high-resolution color-enhanced machine vision.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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