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Bio-Inspired Optic Flow Sensors for Artificial Compound Eyes.

机译:用于人工复眼的生物启发光学流量传感器。

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摘要

Compound eyes in flying insects have been studied to reveal the mysterious cues of vision-based flying mechanisms inside the smallest flying creatures in nature. Especially, researchers in the robotic area have made efforts to transfer the findings into their less than palm-sized unmanned air vehicles, micro-air-vehicles (MAVs). The miniaturized artificial compound eye is one of the key components in this system to provide visual information for navigation. Multi-directional sensing and motion estimation capabilities can give wide field-of-view (FoV) optic flows up to 360 solid angle. By deciphering the wide FoV optic flows, relevant information on the self-status of flight is parsed and utilized for flight command generation. In this work, we realize the wide-field optic flow sensing in a pseudo-hemispherical configuration realized by mounting a number of 2D array optic flow sensors on a flexible PCB module. The flexible PCBs can be bent to form a compound eye shape by origami packaging. From this scheme, the multiple 2D optic flow sensors can provide a modular, expandable configuration to meet low power constraints.The 2D optic flow sensors satisfy the low power constraint by employing a novel bio-inspired algorithm. We have modified the conventional elementary motion detector (EMD), which is known to be a basic operational unit in the insect’s visual pathways. We have implemented a bio-inspired time-stamp-based algorithm in mixed-mode circuits for robust operation. By optimal partitioning of analog to digital signal domains, we can realize the algorithm mostly in digital domain in a column-parallel circuits. Only the feature extraction algorithm is incorporated inside a pixel in analog circuits. In addition, the sensors integrate digital peripheral circuits to provide modular expandability. The on-chip data compressor can reduce the data rate by a factor of 8, so that it can connect a total of 25 optic flow sensors in a 4-wired Serial Peripheral Interface (SPI) bus. The packaged compound eye can transmit full-resolution optic flow data through the single 3MB/sec SPI bus. The fabricated 2D optic flow prototype sensor has achieved the power consumption of 243.3pJ/pixel and the maximum detectable optic flow of 1.96rad/sec at 120fps and 60 FoV.
机译:对飞行昆虫中的复眼进行了研究,以揭示自然界中最小的飞行生物内部基于视觉的飞行机制的神秘线索。尤其是,机器人领域的研究人员已努力将研究结果转移到比手掌大小的无人飞行器微型飞机(MAV)少的地方。微型人工复眼是该系统中提供导航视觉信息的关键组件之一。多方向感应和运动估计功能可提供高达360立体角的宽视场(FoV)光学流。通过解密广泛的FoV光学流,可以解析有关飞行自我状态的相关信息,并将其用于飞行命令生成。在这项工作中,我们通过在柔性PCB模块上安装多个2D阵列光学流量传感器来实现伪半球形配置中的广域光学流量传感。可通过折纸包装将柔性PCB弯曲以形成复眼形状。通过此方案,多个2D光学流量传感器可提供模块化,可扩展的配置,以满足低功率限制.2D光学流量传感器通过采用新颖的生物启发算法来满足低功率限制。我们对传统的基本运动检测器(EMD)进行了改进,该检测器是昆虫视觉通道中的基本操作单元。我们已经在混合模式电路中实现了基于生物启发的基于时间戳的算法,以实现稳定的运行。通过模拟到数字信号域的最佳划分,我们可以在列并行电路中的数字域中实现该算法。模拟电路中的像素内部仅包含特征提取算法。此外,这些传感器还集成了数字外围电路,以提供模块化的可扩展性。片上数据压缩器可以将数据速率降低8倍,因此它可以在4线串行外围设备接口(SPI)总线中连接总共25个光学流量传感器。封装的复眼可以通过单条3MB / sec SPI总线传输全分辨率光流数据。所制造的二维光流原型传感器在120fps和60 FoV时实现了243.3pJ /像素的功耗以及1.96rad / sec的最大可检测光流。

著录项

  • 作者

    Park Seok Jun;

  • 作者单位
  • 年度 2014
  • 总页数
  • 原文格式 PDF
  • 正文语种 en_US
  • 中图分类

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