CN105547236B - A Bionic Orientation Analyzer - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及方向分析装置领域,尤其涉及一种仿生方向分析器。The invention relates to the field of direction analysis devices, in particular to a bionic direction analyzer.
背景技术Background technique
生物学家研究发现,经过数十亿年的进化,多种昆虫进化出感知天空光偏振特性并将其用于导航的奇异能力,可帮助其完成觅食、归巢等行为。生物形态学实验研究显示,具有偏振导航能力的昆虫,其复眼背部边缘区域(dorsal rim area,DRA)内存在一些特殊小眼对偏振光非常敏感。这些特殊小眼排列规则,并且其神经感杆内微绒毛的空间排列具有一定特点。正是这些特殊小眼可感知天空光的偏振特性并用于导航。Biologists have discovered that after billions of years of evolution, a variety of insects have evolved the ability to perceive the polarization of sky light and use it for navigation, which can help them complete behaviors such as foraging and homing. Biomorphological experiments have shown that some special ommatidia in the dorsal rim area (DRA) of compound eyes are very sensitive to polarized light in insects with polarization navigation ability. These special ommatidia are arranged regularly, and the spatial arrangement of the microvilli in the nerve sensory rods has certain characteristics. It is these special ommatidia that sense the polarization properties of sky light and use it for navigation.
目前的方向分析系统主要包括GPS、地磁罗盘、惯性陀螺仪等。其中,GPS系统使用广泛,且是一种全球、连续实时、高精度的导航方法,但其导航信息受制于人,故信号容易受到干扰、攻击甚至破坏;地磁罗盘结构简单、体积小、重量轻,但其精度较低;惯性陀螺仪不受干扰、隐蔽性强,但在长时间使用中存在累计误差。The current direction analysis system mainly includes GPS, geomagnetic compass, inertial gyroscope and so on. Among them, the GPS system is widely used, and it is a global, continuous real-time, high-precision navigation method, but its navigation information is controlled by people, so the signal is easily interfered, attacked or even destroyed; the geomagnetic compass is simple in structure, small in size and light in weight, but Its accuracy is low; the inertial gyroscope is free from interference and has strong concealment, but there are accumulated errors in long-term use.
发明内容Contents of the invention
本发明公开的一种仿生方向分析器:包括方向信息获取器件、数据处理模块;A bionic direction analyzer disclosed in the present invention: includes a direction information acquisition device and a data processing module;
所述方向信息获取器件用于探测天空光的偏振特性、将光信号转换为电信号;所述数据处理模块接收方向信息获取器件传送的电信号对该电信号进行计算处理获取方向信息。The direction information acquisition device is used to detect the polarization characteristics of sky light and convert the optical signal into an electrical signal; the data processing module receives the electrical signal transmitted by the direction information acquisition device and performs calculation and processing on the electrical signal to obtain direction information.
所述方向信息获取器件包括偏振敏感功能器件和光感受功能器件。The direction information acquisition device includes a polarization-sensitive functional device and a light-sensing functional device.
所述偏振敏感功能器件为多方向纳米光栅偏振器,所述偏振敏感功能器件模仿昆虫复眼背部边缘区域中小眼的微绒毛结构:所述偏振敏感功能器件包括三对纳米光栅,其主偏振方向分别为0°、60°和120°,每对纳米光栅的偏振主轴相互垂直。The polarization-sensitive functional device is a multi-directional nano-grating polarizer, and the polarization-sensitive functional device imitates the microvilli structure of the ommatidium in the back edge region of the compound eye of an insect: the polarization-sensitive functional device includes three pairs of nano-gratings, the main polarization directions of which are respectively are 0°, 60° and 120°, and the polarization axes of each pair of nanogratings are perpendicular to each other.
所述光感受功能器件为将光信号转换为电信号的CMOS感光像素阵列,该器件模仿昆虫复眼背部边缘区域小眼的光感受器结构。The photoreceptor functional device is a CMOS photosensitive pixel array that converts light signals into electrical signals, and the device imitates the photoreceptor structure of the ommatidium in the back edge area of the compound eyes of insects.
光感受功能器件中感光像素阵列将纳米光栅探测到的偏振光信号转换为电信号,所述电信号的强度与入射光强度及偏振特性相关。The photosensitive pixel array in the photosensitive functional device converts the polarized light signal detected by the nano-grating into an electrical signal, and the intensity of the electrical signal is related to the incident light intensity and polarization characteristics.
所述数据处理模块对采集到的具有天空光偏振信息的电信号进行处理计算时利用建立的偏振视觉信息层次聚类模型获得方向信息。The data processing module uses the established polarization visual information hierarchical clustering model to obtain direction information when processing and calculating the collected electrical signal with sky light polarization information.
所述数据处理模块模仿昆虫视叶中偏振敏感神经元处理背部边缘区域光感受器采集的电矢量信息的过程,建立偏振视觉信息层次聚类模型,以操作对象的不同划分三个层次,第一层:以偏振敏感功能器件中纳米光栅方向差异性为准则,感光像素阵列分为六个簇,即六个偏振敏感单元,对偏振敏感单元内若干感光像素进行统计筛选及均值滤波,得到该偏振敏感单元的输出信号;第二层:以偏振敏感单元内纳米光栅方向对立性为准则,偏振敏感单元可分为三个簇,即三对对立偏振敏感单元;第三层,以对立偏振敏感单元输出信号差异性为准则,将对立偏振敏感单元划分为七个簇,获得方向角度信息。The data processing module imitates the process of polarization-sensitive neurons in the visual lobe of insects processing the electric vector information collected by the photoreceptors in the dorsal edge region, and establishes a hierarchical clustering model of polarization visual information, which is divided into three levels based on different operating objects. The first level : Based on the difference in direction of the nano-grating in the polarization-sensitive functional device, the photosensitive pixel array is divided into six clusters, that is, six polarization-sensitive units. Statistical screening and mean filtering are performed on several photosensitive pixels in the polarization-sensitive unit to obtain the polarization-sensitive The output signal of the unit; the second layer: based on the antagonism of the direction of the nano-grating in the polarization-sensitive unit, the polarization-sensitive unit can be divided into three clusters, that is, three pairs of opposite polarization-sensitive units; the third layer, output by the opposite polarization-sensitive unit Taking the signal difference as the criterion, the opposite polarization-sensitive units are divided into seven clusters to obtain the direction angle information.
如上所述的一种方向信息获取器件的加工工艺,包括以下步骤:采用标准CMOS工艺制作感光像素阵列,经过隔离、阱工程、沟道工程、栅极氧化工艺和离子注入形成感光区及源漏区后形成侧墙,并在金属布线后进行表面钝化,完成光感受功能器件的制作;在光感受功能器件的钝化层上集成制作偏振敏感功能器件,制作工艺采用电子束光刻、极紫外投影光刻、干涉光刻或者纳米压印光,最后引线完成电气连接并封装。The above-mentioned processing technology of a direction information acquisition device includes the following steps: using a standard CMOS process to fabricate a photosensitive pixel array, and forming a photosensitive region and source and drain through isolation, well engineering, channel engineering, gate oxidation process and ion implantation The side wall is formed after the metal wiring, and the surface passivation is carried out after the metal wiring to complete the production of the photoreceptor functional device; the polarization-sensitive functional device is integrated on the passivation layer of the photoreceptor functional device, and the manufacturing process adopts electron beam lithography, pole Ultraviolet projection lithography, interference lithography or nanoimprinting, and finally leads to complete electrical connection and packaging.
本发明公开的一种仿生方向分析器成本低、结构简单、精度高,即使在光感受功能器件的部分感光像素在非正常工作状态下,仿生方向分析器仍可正常工作,并且仿生方向分析器鲁棒性强。本发明利用天空可见光的偏振态在大气中相对稳定的分布模式,经过方向信息获取器件及数据处理模块,推导解算出方向信息。The bionic direction analyzer disclosed by the invention has the advantages of low cost, simple structure and high precision. Strong robustness. The invention utilizes the relatively stable distribution mode of the polarization state of visible light in the atmosphere in the atmosphere, and deduces and calculates the direction information through a direction information acquisition device and a data processing module.
附图说明Description of drawings
为了更清楚地说明本申请实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请中记载的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments described in this application. Those skilled in the art can also obtain other drawings based on these drawings without creative work.
图1为本发明中昆虫复眼背边缘区域偏振敏感小眼的微绒毛阵列结构示意图;Fig. 1 is the microvilli array structure schematic diagram of polarization-sensitive ommatidia in insect compound eye dorsal edge region in the present invention;
图2为本发明仿生方向分析器的结构示意图;Fig. 2 is the structural representation of bionic direction analyzer of the present invention;
图3为本发明仿生方向分析器的结构示意图;Fig. 3 is the structural representation of bionic direction analyzer of the present invention;
图4为本发明中偏振敏感功能器件的工作流程图。Fig. 4 is a working flowchart of the polarization-sensitive functional device in the present invention.
具体实施方式detailed description
为使本发明的技术方案和优点更加清楚,下面结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚完整的描述:In order to make the technical solutions and advantages of the present invention more clear, the technical solutions in the embodiments of the present invention are clearly and completely described below in conjunction with the drawings in the embodiments of the present invention:
如图1-图3所示的一种仿生方向分析器,包括方向信息获取器件1、数据处理模块2。所述方向信息获取器件1用于探测天空光的偏振特性、将光信号转换为电信号;所述数据处理模块2接收方向信息获取器件传送的电信号对该电信号进行计算处理获取方向信息。A bionic direction analyzer as shown in FIGS. 1-3 includes a direction information acquisition device 1 and a data processing module 2 . The direction information acquisition device 1 is used to detect the polarization characteristics of sky light and convert the optical signal into an electrical signal; the data processing module 2 receives the electrical signal transmitted by the direction information acquisition device and performs calculation processing on the electrical signal to obtain direction information.
所述方向信息获取器件1包括偏振敏感功能器件11和光感受功能器件12。The direction information acquisition device 1 includes a polarization sensitive functional device 11 and a photosensitive functional device 12 .
所述偏振敏感功能器件11为多方向纳米光栅偏振器,所述偏振敏感功能器件11模仿昆虫复眼背部边缘区域中小眼的微绒毛结构:所述偏振敏感功能器件11包括三对纳米光栅,其主偏振方向分别为0°、60°和120°,由于一些昆虫复眼的背部边缘(DRA)区域中的小眼对偏振光敏感,这些小眼的微绒毛相互垂直,因此将每对纳米光栅的偏振主轴相互垂直。The polarization-sensitive functional device 11 is a multi-directional nano-grating polarizer, and the polarization-sensitive functional device 11 imitates the microvilli structure of the ommatidium in the back edge region of the compound eye of an insect: the polarization-sensitive functional device 11 includes three pairs of nano-gratings, the main The polarization directions are 0°, 60°, and 120°, respectively. Since the ommatidia in the dorsal limbic (DRA) region of some insect compound eyes are sensitive to polarized light, the microvilli of these ommatidia are perpendicular to each other, so the polarization of each pair of nanogratings The main axes are perpendicular to each other.
偏振敏感功能器件11中每个纳米光栅与其下方对应的感光像素阵列构成了偏振敏感单元,实现入射天空光的偏振态探测以及光电转换。在本发明的偏振敏感单元中,感光像素输出的电信号经过信号处理(噪声信号滤波及最小二乘法取平均值)后作为该偏振敏感单元的输出信号;即使该偏振敏感单元中感光像素阵列的个别像素处于非正常工作状态(如故障或受遮挡),可利用该偏振敏感单元的其他感光像素的输出电信号计算该偏振敏感单元的输出信号,仿生方向分析器仍可正常工作,仿生方向分析器鲁棒性好。Each nano-grating in the polarization-sensitive functional device 11 and the corresponding photosensitive pixel array below constitute a polarization-sensitive unit, which realizes polarization state detection and photoelectric conversion of incident sky light. In the polarization sensitive unit of the present invention, the electrical signal output by the photosensitive pixel is used as the output signal of the polarization sensitive unit after signal processing (noise signal filtering and least square method averaging); even if the photosensitive pixel array in the polarization sensitive unit Individual pixels are in an abnormal working state (such as failure or being blocked), and the output signal of the polarization-sensitive unit can be calculated by using the output electrical signals of other photosensitive pixels of the polarization-sensitive unit. The bionic direction analyzer can still work normally, and the bionic direction analysis The device has good robustness.
所述光感受功能器件12为将光信号转换为电信号的CMOS感光像素阵列,该器件模仿昆虫复眼DRA区域小眼的光感受器结构。The photoreceptor function device 12 is a CMOS photosensitive pixel array that converts light signals into electrical signals, and this device imitates the photoreceptor structure of the ommatidium in the DRA region of the compound eye of an insect.
光感受功能器件12中感光像素阵列将纳米光栅探测到的偏振光信号转换为电信号,所述电信号的强度与入射光强度及偏振特性相关。The photosensitive pixel array in the photosensitive functional device 12 converts the polarized light signal detected by the nano-grating into an electrical signal, and the intensity of the electrical signal is related to the incident light intensity and polarization characteristics.
电信号I(θ)=kI[1+dcos(2θ-2α)],其中I是入射光强度,偏振特性由α表示。Electrical signal I(θ)=kI[1+dcos(2θ-2α)], where I is the incident light intensity and the polarization characteristic is represented by α.
所述数据处理模块2对采集到的具有天空光偏振信息的电信号进行处理计算时利用建立的偏振视觉信息层次聚类模型获得方向信息。数据处理模块2可以采用RS232串口线与外界通信,发送偏振方向信息。The data processing module 2 uses the established polarization visual information hierarchical clustering model to obtain direction information when processing and calculating the collected electrical signals with sky light polarization information. The data processing module 2 can use the RS232 serial port line to communicate with the outside world and send polarization direction information.
所述数据处理模块2对采集到的具有天空光偏振信息的电信号进行处理计算时利用建立的偏振视觉信息层次聚类模型获得方向信息:When the data processing module 2 processes and calculates the collected electrical signal with sky light polarization information, it uses the established polarization visual information hierarchical clustering model to obtain direction information:
数据处理模块2从功能上模仿昆虫视叶中偏振敏感神经元处理DRA区域光感受器采集的电矢量信息的过程,建立偏振视觉信息层次聚类模型,以操作对象的不同划分层次,每个层次内依据特定的聚类准则将操作对象划分为若干簇,层次聚类流程如图4所示。The data processing module 2 functionally imitates the process of the polarization-sensitive neurons in the insect optic lobe processing the electric vector information collected by the photoreceptors in the DRA region, and establishes a hierarchical clustering model of polarization visual information to operate on different division levels of objects. According to specific clustering criteria, the operation objects are divided into several clusters, and the hierarchical clustering process is shown in Figure 4.
第一层:以偏振敏感功能器件11中纳米光栅方向差异性为准则,感光像素阵列可分为六个簇(即六个偏振敏感单元)。对偏振敏感单元内若干感光像素进行统计筛选及均值滤波。首先对偏振敏感单元内若干感光像素进行统计筛选,去除噪点等奇异值;然后,对有效感光像素进行均值滤波,得到该偏振敏感单元的输出信号。The first layer: based on the difference in direction of the nano-grating in the polarization-sensitive functional device 11, the photosensitive pixel array can be divided into six clusters (ie, six polarization-sensitive units). Statistical screening and mean value filtering are performed on several photosensitive pixels in the polarization sensitive unit. Firstly, statistical screening is performed on several photosensitive pixels in the polarization sensitive unit to remove singular values such as noise points; then, mean value filtering is performed on effective photosensitive pixels to obtain the output signal of the polarization sensitive unit.
当入射天空光强度为I,偏振度为d,仿生方向分析器的0°参考方向与太阳子午线夹角为θ,偏振敏感单元内纳米光栅偏振主轴与仿生方向分析器0°参考方向之间的夹角α,k是一个常数,该偏振敏感单元输出信号可以表达为:When the intensity of incident sky light is I, the degree of polarization is d, the angle between the 0° reference direction of the bionic direction analyzer and the sun meridian is θ, the polarization axis of the nano-grating in the polarization sensitive unit and the 0° reference direction of the bionic direction analyzer The included angle α, k is a constant, and the output signal of the polarization sensitive unit can be expressed as:
I(θ)=kI[1+dcos(2θ-2α)] (1)I(θ)=kI[1+dcos(2θ-2α)] (1)
第二层:以偏振敏感单元内纳米光栅方向对立性为准则,偏振敏感单元可分为三个簇。一对偏振敏感单元的纳米光栅偏振主轴相互垂直构成对立偏振敏感单元。The second layer: the polarization-sensitive unit can be divided into three clusters based on the opposite direction of the nano-grating in the polarization-sensitive unit. The polarization axes of the nano-gratings of a pair of polarization-sensitive units are perpendicular to each other to form opposite polarization-sensitive units.
对立偏振敏感单元的输出信号为:The output signal of the opposite polarization sensitive unit is:
为方便计算,做如下等效变换:For the convenience of calculation, the following equivalent transformation is done:
第三层:以对立偏振敏感单元输出信号差异性为准则,将对立偏振敏感单元划分为7个小簇,其判断依据如下表所示:The third layer: based on the difference of the output signals of the opposite polarization sensitive units, the opposite polarization sensitive units are divided into 7 small clusters, and the judgment basis is shown in the following table:
对于某个偏振敏感单元,其输出信号与天空光的偏振方位角呈余弦相关;当其输出信号接近峰值时,该偏振敏感单元对偏振方位角的敏感性降低,若该偏振敏感单元参与到偏振方位角与偏振度的解算会降低方向分析器的检测精度。故以此为判断依据,求解天空光的偏振方位角及偏振度。For a certain polarization sensitive unit, its output signal is cosinely related to the polarization azimuth angle of sky light; when its output signal is close to the peak value, the sensitivity of the polarization sensitive unit to the polarization azimuth angle decreases, if the polarization sensitive unit participates in the polarization The calculation of the azimuth angle and the degree of polarization will reduce the detection accuracy of the direction analyzer. Therefore, based on this judgment, the polarization azimuth and degree of polarization of sky light are calculated.
通过以上偏振视觉信息层次聚类模型获得方向角度信息,即仿生方向分析器0°参考方向与太阳子午线之间的夹角。The direction angle information is obtained through the above polarization visual information hierarchical clustering model, that is, the angle between the 0° reference direction of the bionic direction analyzer and the sun meridian.
一种方向信息获取器件的加工工艺方法,包括以下步骤:采用标准CMOS工艺制作感光像素阵列,经过隔离、阱工程、沟道工程、栅极氧化工艺和离子注入形成感光区及源漏区后形成侧墙,并在金属布线后进行表面钝化,完成光感受功能器件12的制作;在光感受功能器件12的钝化层上集成制作偏振敏感功能器件11,制作工艺采用电子束光刻、极紫外投影光刻、干涉光刻或者纳米压印光,最后引线完成电气连接并封装。A processing method for a direction information acquisition device, comprising the following steps: using a standard CMOS process to manufacture a photosensitive pixel array, and forming a photosensitive region and a source and drain region after isolation, well engineering, channel engineering, gate oxidation process and ion implantation side walls, and passivate the surface after metal wiring to complete the production of the photoreceptor functional device 12; integrate and manufacture the polarization-sensitive functional device 11 on the passivation layer of the photoreceptor functional device 12, and the manufacturing process adopts electron beam lithography, pole Ultraviolet projection lithography, interference lithography or nanoimprinting, and finally leads to complete electrical connection and packaging.
在光感受功能器件12与偏振敏感功能器件11的集成工艺中,要求偏振敏感功能器件11的多个纳米光栅在光感受功能器件12中感光像素阵列区域内,不要求像素级别对准精度,降低了工艺对准精度要求,增强了适用性。In the integration process of the photosensitive functional device 12 and the polarization-sensitive functional device 11, it is required that multiple nano-gratings of the polarization-sensitive functional device 11 are in the photosensitive pixel array area of the photosensitive functional device 12, and the pixel-level alignment accuracy is not required, reducing the The requirements for process alignment accuracy are met, and the applicability is enhanced.
本发明的仿生方向分析器中每个纳米光栅与其下方对应的感光像素阵列构成了偏振敏感单元,实现入射天空光的偏振态探测以及光电转换。在偏振敏感单元中,感光像素输出的电信号经过信号处理(噪声信号滤波及最小二乘法优化)后作为该偏振敏感单元的输出信号;即使该偏振敏感单元中感光像素阵列的个别像素处于非正常工作状态(如故障或受遮挡),可利用该偏振敏感单元的其他感光像素的输出电信号计算该偏振敏感单元的输出信号,仿生方向分析器仍可正常工作,仿生方向分析器鲁棒性好。In the bionic direction analyzer of the present invention, each nano-grating and the corresponding photosensitive pixel array below constitute a polarization-sensitive unit, which realizes polarization state detection and photoelectric conversion of incident sky light. In the polarization-sensitive unit, the electrical signal output by the photosensitive pixel is processed as the output signal of the polarization-sensitive unit after signal processing (noise signal filtering and least square method optimization); even if individual pixels of the photosensitive pixel array in the polarization-sensitive unit are abnormal In the working state (such as failure or occlusion), the output signal of the polarization-sensitive unit can be calculated by using the output electrical signals of other photosensitive pixels of the polarization-sensitive unit, and the bionic direction analyzer can still work normally, and the bionic direction analyzer has good robustness .
以上所述,仅为本发明较佳的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,根据本发明的技术方案及其发明构思加以等同替换或改变,都应涵盖在本发明的保护范围之内。The above is only a preferred embodiment of the present invention, but the scope of protection of the present invention is not limited thereto, any person familiar with the technical field within the technical scope disclosed in the present invention, according to the technical solution of the present invention Any equivalent replacement or change of the inventive concepts thereof shall fall within the protection scope of the present invention.
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