Array polarization sensor for navigation and its robust algorithm

Jin-kui CHU; Hui-jun JIAN; Ze LIU; Ran ZHANG

doi:10.3788/OPE.20182608.2067

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Array polarization sensor for navigation and its robust algorithm

Information Sciences | 更新时间：2020-08-13

- Array polarization sensor for navigation and its robust algorithm
- Optics and Precision Engineering Vol. 26, Issue 8, Pages: 2067-2073(2018)
- 作者机构：
  
  大连理工大学机械工程学院, 辽宁大连 116024
- 作者简介：
- 基金信息：
- DOI：10.3788/OPE.20182608.2067
  CLC： TP212
- Received：25 October 2017，
  
  Accepted：06 December 2017，
  
  Published：25 August 2018
- 稿件说明：
移动端阅览
Jin-kui CHU, Hui-jun JIAN, Ze LIU, et al. Array polarization sensor for navigation and its robust algorithm[J]. Optics and precision engineering, 2018, 26(8): 2067-2073.
DOI：

Jin-kui CHU, Hui-jun JIAN, Ze LIU, et al. Array polarization sensor for navigation and its robust algorithm[J]. Optics and precision engineering, 2018, 26(8): 2067-2073. DOI： 10.3788/OPE.20182608.2067.

摘要

当昆虫视野内存在部分遮挡时，能够依靠其复眼背部边缘区域中偏振敏感多小眼结构，感知天空偏振光信息进行导航。模仿该偏振敏感多小眼结构设计了阵列式偏振导航传感器。实际应用中，传感器视野内的随机遮挡、金属纳米光栅偏振器局部缺陷和尖锐噪声等造成各偏振方向内存在干扰像素影响偏振光强提取，基于线性灰度拉伸的Otsu阈值分割及3σ法则，提出了一种具有鲁棒性的偏振光强提取算法。首先，详述了传感器的偏振导航算法和传感器组成；然后，基于MFC对话框项目，开发了传感器的实时监控界面，实时显示偏振信息变化，数据更新率达10 Hz；最后，对传感器进行了测试实验。标定实验结果表明：该传感器性能稳定，定向精度±0.25°；在室外有无遮挡条件下的对比实验结果表明：该传感器能适应视野内的部分遮挡环境，具有较好的鲁棒性。

Abstract

In the compound eyes of several insects

the dorsal rim area has regularly arranged polarization sensitive ommatidium. Insects rely on this special structure to extract the polarization information of skylight to facilitate navigation when the insect's eye view was partially occluded. An array polarization sensor was designed for navigation by imitating this special structure. In practical applications

the sensor was disturbed by many factors such as random partial occlusion of the view

multi-orientated wire-grid polarizer defect

and sharp noise. To address these problems

this paper proposes a novel and robust polarization intensity extraction algorithm

which was based on linear gray stretch

Otsu threshold segmentation

and the 3σ theorem. The polarization algorithm was discussed and the structure of the sensor was presented. Based on the MFC and OpenCV

a real-time control and monitor software interface of the sensor was developed

which can display polarization information with data update rates up to 10 Hz. The angle polarization measurement test results indicate that the sensor is stable and the angle error is ±0.25°. Robust tests under outdoor conditions with and without occlusion indicate that the sensor can adapt to changes in random shade environments

which is indicative of the robustness of the approach.

关键词

Keywords

references

LABHART T. Polarization-opponent interneurons in the insect visual system[J]. Nature, 1988, 331(6155):435-437.

BRUNNER D, LABHART T. Behavioural evidence for polarization vision in crickets[J]. Physiological entomology, 1987, 12(1):1-10.

REPPERT S M, ZHU H, WHITE R H. Polarized light helps monarch butterflies navigate[J]. Current Biology, 2004, 14(2):155-158.

GÁL J, HORVÁTH G, BARTA A, et al.. Polarization of the moonlit clear night sky measured by full-sky imaging polarimetry at full Moon:Comparison of the polarization of moonlit and sunlit skies[J]. Journal of Geophysical Research:Atmospheres, 2001, 106(D19):22647-22653.

BRINES M L, GOULD J L. Skylight polarization patterns and animal orientation[J]. Journal of Experimental Biology, 1982, 96(1):69-91.

LAMBRINOS D, KOBAYASHI H, PFEIFER R, et al.. An autonomous agent navigating with a polarized light compass[J]. Adaptive behavior, 1997, 6(1):131-161.

LAMBRINOS D, LLER R M, LABHART T, et al.. A mobile robot employing insect strategies for navigation[J]. Robotics and Autonomous Systems. 2000, 30:39-64.

SCHMOLKE A, MALLOT H, NEUROWISSENSCHAFT K. Polarization compass for robot navigation[C]. The Fifth German Workshop on Artificial Life . 2002: 163-167.

CHAHL J, MIZUTANI A. Biomimetic attitude and orientation sensors[J]. IEEE Sensors Journal, 2012, 12(2):289-297.

ZHAO K, CHU J, WANG T, et al.. A novel angle algorithm of polarization sensor for navigation[J]. IEEE Transactions on Instrumentation and Measurement, 2009, 58(8):2791-2796.

褚金奎, 陈文静, 王洪青, 等.基于偏振光传感器的移动机器人导航实验[J].光学精密工程, 2011, 19(10):2419.

CHU J K, CHNEG W J, WANG H Q, et al.. Mobile robot navigation tests with polarization sensors[J]. Opt. Precision Eng.. 2011(10):2419-2426. (in Chinese)

范宁生, 张旭东, 范之国, 等.仿生POL神经元的偏振光导航传感器研究[J].传感器与微系统, 2011, 30(9):53-56.

FAN N S, ZHANG X D, FAN Z G, et al.. Study on polarized light navigation sensor of initating biological POL neurons[J]. Transducer and Microsystem Technologies, 2011, 30(9):53-56. (in Chinese)

刘佳琦.偏振光辅助定姿在组合导航中的应用[D].哈尔滨工业大学, 2010. http://cdmd.cnki.com.cn/Article/CDMD-10213-1011260047.htm

LIU J Q. Polarized-light-aided attitude determination in integrated navigation systems [D]. Harbin: Harbin Institute of Technology, 2010. (in Chinese)

LABHART T, MEYER E P. Detectors for polarized skylight in insects:a survey of ommatidial specializations in the dorsal rim area of the compound eye[J]. Microscopy research and technique, 1999, 47(6):368-379.

褚金奎, 张然, 王志文, 等.仿生偏振光导航传感器研究进展[J].科学通报, 2016(23):2568-2577.

CHU J K, ZHANG R, WANG Z W, Progress on bio-inspired polarized skylight navigation sensor[J].Chinese Science Bulletin, 2016(23):2568-2577. (in Chinese)

LIU Z, ZHANG R, WANG Z, et al.. Integrated polarization-dependent sensor for autonomous navigation[J]. Journal of Micro/Nanolithography, MEMS, and MOEMS, 2015, 14(1):015001-015001.

LI B, GUAN L, LI S, et al.. A robust adaptive angle algorithm for imaging bionic polarization navigation sensor[J]. Key Engineering Materials, 2015.

阿查姆RMA.椭圆偏振测量和偏振光[M].科学出版社, 1986.

AZZAM RMA. Ellipsometry and polarized light [M]. Science Press, 1986. (in Chinese)

褚金奎, 王志文, 张英杰, 等.多方向金属光栅偏振器及在偏振导航中的应用[J].光学精密工程, 2012, 20(10):2237-2244.

CHU J K, WANG Z W, ZAHNG Y J, et al.. Multi-orientated wire-grid polarizer and its application for polarization navigation[J]. Opt. Precision Eng., 2012, 20(10):2237-2244. (in Chinese)

张川川, 王俊元, 杜文华, 等.快速Canny算子提取刀具图像边缘的研究[J].测试技术学报, 2015, 29(2):133-135.

ZHANG C, WANG J, DU W, et al.. Research on quick canny operator of tool's edge extraction[J]. Journal of Test and Measurement Technology, 2015, 29(2):133-135. (in Chinese)

魏伟一.基于小波域灰度拉伸的Otsu图像阈值分割[J].西北师范大学学报(自然科学版), 2009, 45(6):46-48.

WEI W. New Ostu image segmentation based on intensity stretching on DWT fields[J]. EngineeringJournal of Northwest Normal University(Natural Science), 2009, 45(6):46-48. (in Chinese)

何志勇, 孙立宁, 黄伟国, 等.基于Otsu准则和直线截距直方图的阈值分割[J].光学精密工程, 2012, 20(10):2315-2323.

HE Z Y, SUN L N, HUANG W G, et al.. Thresholding segmentation algorithm based on Ostu criterion and line intercept histogram[J]. Opt. Precision Eng., 2012, 20(10):2315-2323. (in Chinese)

殷年.基于线性拉伸的遥感图像处理[J].光电子技术与信息, 1998, 11(5):29-33.

YING N. Image processing based on linear extension of gray level[J]. Optoelectronic Technology and Information. 1998, 11(5):29-33. (in Chinese)

司骞, 蔡怀宇, 黄战华, 等.基于USB2.0的CMOS图像实时采集系统设计[J].电子测量技术, 2007, 30(4):117-119.

SI Q, CAI H Y, HUANG Z H, et al.. Design of a real-time acquisition system of CMOS image based on USB2.0[J]. Electronic Measurement Technology, 2007, 30(4):117-119. (in Chinese)

王伟斌, 邱长全.基于最小二乘曲线拟合的信号调理电路误差补偿方法[J].计算机测量与控制, 2009, 17(11):2286-2291.

WANG W, QIU C. Image processing based on linear extension of gray level[J]. Computer Measurement and Montrol., 2009, 17(11):2286-2291. (in Chinese)

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