一种20ch TDC/ADC混合SoC,用于240×96-pixel 10%反射<0.125%精度的200米范围智能积累成像激光雷达

K. Yoshioka, H. Kubota, Tomonori Fukushima, Satoshi Kondo, T. Ta, H. Okuni, Kaori Watanabe, Yoshinari Ojima, K. Kimura, Sohichiroh Hosoda, Yutaka Ota, Tomohiro Koizumi, N. Kawabe, Yasuhiro Ishii, Y. Iwagami, S. Yagi, I. Fujisawa, N. Kano, Tomohiro Sugimoto, Daisuke Kurose, N. Waki, Yumi Higashi, Tetsuya Nakamura, Yoshikazu Nagashima, Hirotomo Ishii, A. Sai, Nobu Matsumoto
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引用次数: 14

摘要

利用目标反射光子的飞行时间(ToF)信息的远程和高像素分辨率激光雷达系统,对于启动安全可靠的4级及以上自动驾驶程序至关重要。在高速公路上,为了快速感知行驶车辆和障碍物,需要200米远程距离测量(DM)。为了在城市地区实现安全可靠的自动驾驶,需要结合宽视角和高像素分辨率的激光雷达系统,以充分感知周围事件。此外,这些性能必须在强背景光(例如太阳光)下实现,这是激光雷达系统最重要的噪声源。为了实现100m范围的DM,在70klux背景光[1]下,利用多个像素的DM结果累积来提高信噪比。其中S为目标反射的光子数,N为背景光光子数。但是,如果在相同的激光功率和帧率(FPS)条件下将距离扩展到200m,则需要增加16倍的像素积累。这样的像素积累会导致距离图像模糊,因此,可能会出现对周围事件的严重疏忽,例如飞出的行人,不适合自动驾驶应用。此外,基于时间-数字转换器(tDC)的ToF测量仅在同时检测到2个或更多光子时才被激活,因此,不适用于200米远程DM,因为从目标反射的光子很少。另一方面,使用adc进行ToF测量,可以连续量化硅光电倍增管(SiPM)输出,并且可以感知单光子事件,非常适合远程测量目的。然而,要实现200米范围的DM,仍然需要大量的积累,因此,低分辨率是不可避免的。此外,SoC成本也至关重要。为了利用adc提高近距离DM分辨率,要求采样率大于10GS/s;在实现20ch AFE后,仅这样的ADC阵列就可能占用超过10mm2的面积,消耗巨大的功率[3]。
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A 20ch TDC/ADC hybrid SoC for 240×96-pixel 10%-reflection <0.125%-precision 200m-range imaging LiDAR with smart accumulation technique
Long-range and high-pixel-resolution LiDAR systems, using Time-of-Flight (ToF) information of the reflected photon from the target, are essential upon launching safe and reliable self-driving programs of Level 4 and above. 200m long-range distance measurement (DM) is required to sense proceeding vehicles and obstacles as fast as possible in a highway situation. To realize safe and reliable self-driving in city areas, LiDAR systems uniting wide angle-of-view and high pixel resolution are required to fully perceive surrounding events. Moreover, these performances must be achieved under strong background light (e.g., sunlight), which is the most significant noise source for LiDAR systems. To accomplish a 100m-range DM, an accumulation of the DM results through several pixels is utilized to improve the S/N ratio with 70klux background light [1]. Here, S is the number of photons reflected from the target and N as the number of background light photons. However, if the range is extended to 200m under similar condition of the laser power and frame rate (FPS), 16x more pixel accumulation is required. Such pixel accumulation leads to blurring the range image, and hence, a serious oversight in the surrounding events, such as a flying-out pedestrian, may occur, not suiting self-driving applications. Furthermore, the Time-to-Digital Converter (tDC) based ToF measurement is activated only when 2 or more photons are detected simultaneously [1], and thus, is not suitable for the 200m long-range DM where few photons are reflected from the target. On the other hand, ToF measurements using ADCs, which can continuously quantize the silicon photomultiplier (SiPM) output and can sense single-photon events, suits long-range measuring purposes well [2]. However, a number of accumulations should still be required to accomplish 200m-range DM, and hence, low resolution is inevitable. In addition, the SoC cost is critical. To enhance the short-range DM resolution by using ADCs, the required sampling rate is over 10GS/s; upon realizing a 20ch AFE, such an ADC array alone may occupy an area of over 10mm2 and consume huge power [3].
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