CN114709291B - Infrared spectrum detector based on GeSe two-dimensional nanomaterials and preparation method thereof - Google Patents
Infrared spectrum detector based on GeSe two-dimensional nanomaterials and preparation method thereof Download PDFInfo
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Abstract
本发明公开一种基于GeSe二维纳米材料红外光谱探测器及其制备方法,属于红外光谱探测器器件领域,该红外光谱探测器包括基底上利用喷墨打印形成的栅极电极,绝缘层,源漏电极,二维纳米材料层,半导体有源层,本发明能够感知宽光谱红外信号并且将光信号转化为电信号,结合机器学习的方法来进行光谱的分光识别和处理,代替了传统光谱传感器利用光栅进行分光,所用的二维纳米GeSe片在红外波段感光性强,提高了光谱传感器灵敏度,此外该材料构成的传感器靶面与读出电路匹配,器件的集成度高。
The invention discloses an infrared spectrum detector based on GeSe two-dimensional nanomaterials and a preparation method thereof, which belongs to the field of infrared spectrum detector devices. The infrared spectrum detector includes a gate electrode formed by inkjet printing on a substrate, an insulating layer, and a source. Drain electrode, two-dimensional nanomaterial layer, and semiconductor active layer. The present invention can sense wide-spectrum infrared signals and convert optical signals into electrical signals. It combines machine learning methods to perform spectroscopic identification and processing of the spectrum, replacing traditional spectrum sensors. Gratings are used for light splitting. The two-dimensional nano-GeSe sheets used have strong photosensitivity in the infrared band, which improves the sensitivity of the spectral sensor. In addition, the sensor target surface composed of this material matches the readout circuit, and the device is highly integrated.
Description
技术领域Technical field
本发明属于红外光谱探测器器件领域,具体涉及一种智能化传感的GeSe二维纳米红外光谱探测器及其制备方法。The invention belongs to the field of infrared spectrum detector devices, and specifically relates to an intelligent sensing GeSe two-dimensional nano-infrared spectrum detector and a preparation method thereof.
技术背景technical background
红外光谱探测在生物医疗、工业检测、军事军工等重要领域中有着关键的作用。近年来,以二维纳米材料为代表的新型纳米尺寸的半导体材料具有卓越的优点:探测灵敏度高、暗电流极低、可以在高温的环境下工作。这些指标都已经超越了传统薄膜器件,是新一代红外探测技术的有力竞争者之一。但是传统的二维纳米红外探测器在实际应用中仍存在以下缺陷,包括了:1.需要复杂昂贵的集成电路工艺构建线阵的探测靶面;2.需要采用昂贵、易碎的光栅为光谱传感器提前分光;3.红外材料构成的传感器靶面与硅基电路不匹配,兼容性差、集成度低。Infrared spectrum detection plays a key role in important fields such as biomedicine, industrial testing, and military industry. In recent years, new nanometer-sized semiconductor materials represented by two-dimensional nanomaterials have outstanding advantages: high detection sensitivity, extremely low dark current, and the ability to work in high-temperature environments. These indicators have surpassed traditional thin film devices and are one of the strong competitors in the new generation of infrared detection technology. However, traditional two-dimensional nano-infrared detectors still have the following shortcomings in practical applications, including: 1. It requires complex and expensive integrated circuit processes to construct the detection target surface of the linear array; 2. It requires the use of expensive and fragile gratings for spectral analysis. The sensor splits light in advance; 3. The sensor target surface made of infrared materials does not match the silicon-based circuit, resulting in poor compatibility and low integration.
以石墨烯为代表的二维纳米材料,具有优秀的光学和电学性质,在室温下的载流子迁移率可达104,但是石墨烯缺少本征带隙,不利于构建探测效率高、开关比大、功耗低的光电子器件。其他的二维材料,例如二硫化钼具有较宽的带隙,但其载流子迁移率很低;黑磷具有高载流子迁移率和合适的带隙,但黑磷在空气中容易氧化。与以上二维纳米材料相比,GeSe理论上被认为是唯一具有直接带隙的材料,且该材料的光谱范围预测几乎覆盖了整个太阳光光谱,拥有高载流子迁移率以及较高的稳定性。这些特性使得GeSe成为红外光谱探测领域最有前途的候选材料。目前传统的红外光谱探测器通常采用光栅来进行提前分光,光栅价格昂贵且易破碎,因此本项目通过机器学习的方法代替了分光光谱,实现了对不同波段光信号的重构。达到了降低探测器制作成本,提高探测器探测效率的目的。Two-dimensional nanomaterials represented by graphene have excellent optical and electrical properties, and the carrier mobility at room temperature can reach 10 4 . However, graphene lacks an intrinsic band gap, which is not conducive to the construction of switches with high detection efficiency. Optoelectronic devices with large ratio and low power consumption. Other two-dimensional materials, such as molybdenum disulfide, have a wide band gap, but their carrier mobility is very low; black phosphorus has high carrier mobility and a suitable band gap, but black phosphorus is easily oxidized in the air . Compared with the above two-dimensional nanomaterials, GeSe is theoretically considered to be the only material with a direct band gap, and the spectral range of this material is predicted to cover almost the entire solar spectrum, with high carrier mobility and high stability. sex. These properties make GeSe the most promising candidate material in the field of infrared spectroscopy detection. At present, traditional infrared spectrum detectors usually use gratings for advance spectroscopy. Gratings are expensive and easily broken. Therefore, this project uses machine learning methods to replace spectroscopic spectroscopy and realize the reconstruction of optical signals in different bands. The purpose of reducing the production cost of the detector and improving the detection efficiency of the detector is achieved.
发明内容Contents of the invention
本发明的目的是设计并开发一种智能化传感的GeSe二维纳米红外光谱探测器,实现对多波段红外光谱的探测。克服传统传感器探测精度低、探测波段窄、光信号-电信号转换困难等内在缺陷;在探测器外接端,运用机器学习代替分光光栅进行分光。所用GeSe二维纳米材料于硅基电路匹配,探测器集成度高,降低了传感器的成本。本发明的另一目的是提供一种智能化传感的GeSe二维纳米红外光谱探测器的制备方法。The purpose of the present invention is to design and develop an intelligent sensing GeSe two-dimensional nano-infrared spectrum detector to realize the detection of multi-band infrared spectrum. Overcome the inherent shortcomings of traditional sensors such as low detection accuracy, narrow detection band, and difficulty in converting optical signals to electrical signals; at the external end of the detector, machine learning is used to replace the spectroscopic grating for light splitting. The GeSe two-dimensional nanomaterial used is matched with the silicon-based circuit, and the detector is highly integrated, reducing the cost of the sensor. Another object of the present invention is to provide a method for preparing an intelligent sensing GeSe two-dimensional nano-infrared spectrum detector.
本发明所采用的技术方案是:一种智能化传感的GeSe二维纳米红外光谱探测器,包括基底上形成的栅电极、绝缘层、源漏电极、二维纳米材料感光层、半导体有源层,其中栅电极置于底层,由下至上依次是绝缘层、源漏电极、二维纳米材料感光层、半导体有源层。光谱探测器在外加一定电压驱动之下,GeSe二维纳米材料感光层可以将红外光源的光信号转化成电信号。半导体有源层的作用是增加器件的导电性。The technical solution adopted by the present invention is: an intelligent sensing GeSe two-dimensional nano-infrared spectrum detector, including a gate electrode, an insulating layer, a source and drain electrode, a two-dimensional nano material photosensitive layer, and a semiconductor active layer formed on a substrate. layer, in which the gate electrode is placed on the bottom layer, and from bottom to top are the insulating layer, source and drain electrodes, two-dimensional nanomaterial photosensitive layer, and semiconductor active layer. When the spectral detector is driven by a certain voltage, the GeSe two-dimensional nanomaterial photosensitive layer can convert the optical signal of the infrared light source into an electrical signal. The function of the semiconductor active layer is to increase the conductivity of the device.
绝缘层可以是二氧化硅、氮化硅、氧化铝等利用化学气相沉积、原子层沉积或磁控溅射的固体绝缘层,也可以是利用旋涂、打印或点胶方法制造的PMMA、Su8等溶胶凝胶的有机物栅绝缘层。The insulating layer can be a solid insulating layer such as silicon dioxide, silicon nitride, or aluminum oxide using chemical vapor deposition, atomic layer deposition, or magnetron sputtering, or it can be PMMA, Su8, or Su8 manufactured using spin coating, printing, or dispensing methods. Sol-gel organic gate insulating layer.
二维纳米材料感光层由二维纳米材料GeSe构成。The two-dimensional nanomaterial photosensitive layer is composed of two-dimensional nanomaterial GeSe.
绝缘层的厚度为100-120nm,二维纳米材料感光层的厚度为1-30nm,半导体有源层的厚度为60-80nm,构建独特的单边纳米异质结,提高器件电学性能的同时,增强光电探测器的感光效率。The thickness of the insulating layer is 100-120nm, the thickness of the two-dimensional nanomaterial photosensitive layer is 1-30nm, and the thickness of the semiconductor active layer is 60-80nm. A unique single-sided nanoheterojunction is constructed to improve the electrical performance of the device. Enhance the photosensitive efficiency of photodetectors.
半导体有源层所用材料可以是硒化镉,硒化铅,硫化铅,氧化铅等中的一种。The material used in the semiconductor active layer may be one of cadmium selenide, lead selenide, lead sulfide, lead oxide, etc.
分光使用了红外光谱电流重构代替传统光栅分光,包括学习、采样和重建三个步骤,在学习过程中生成n×n矩阵;在采样步骤中通过离散化将其分解为一个矩阵方程;在重建过程中解出矩阵方程,即可以重建入射光的光谱。Spectroscopy uses infrared spectrum current reconstruction instead of traditional grating spectroscopy, including three steps of learning, sampling and reconstruction. In the learning process, an n×n matrix is generated; in the sampling step, it is decomposed into a matrix equation through discretization; in the reconstruction By solving the matrix equation in the process, the spectrum of the incident light can be reconstructed.
上述的智能化传感的GeSe二维纳米红外光谱探测器的制备方法,包括如下步骤:The preparation method of the above-mentioned intelligent sensing GeSe two-dimensional nano-infrared spectrum detector includes the following steps:
1)在透明玻璃上利用喷墨打印制造传感器的栅极电极,并在150℃的温度下退火30分钟;1) Use inkjet printing on transparent glass to make the gate electrode of the sensor, and anneal at 150°C for 30 minutes;
2)利用旋涂、打印或者点胶的方法制造PMMA、Su8等溶胶凝胶的有机物栅绝缘层,将其覆盖在栅极电极之上;2) Use spin coating, printing or dispensing methods to manufacture PMMA, Su8 and other sol-gel organic gate insulating layers, and cover them on the gate electrode;
3)在通过电极对准之后,于绝缘层之上继续利用喷墨打印制造源漏电极,同样在调温热台设置阶梯温度退火30分钟;3) After the electrodes are aligned, continue to use inkjet printing to manufacture the source and drain electrodes on the insulating layer, and also set a step temperature annealing on the temperature-adjusting hot stage for 30 minutes;
4)利用旋涂将GeSe二维纳米材料均匀分布于器件之上,重复2-3次之后能够提高GeSe二维纳米层的感光和吸收系数,并进而提升探测器的光电转换效率;5)最后利用磁控溅射将半导体材料覆盖于二维纳米材料感光层之上,半导体层厚度控制在60-80nm。4) Use spin coating to evenly distribute the GeSe two-dimensional nanomaterials on the device. After repeating 2-3 times, the photosensitivity and absorption coefficient of the GeSe two-dimensional nanolayer can be improved, thereby improving the photoelectric conversion efficiency of the detector; 5) Finally Magnetron sputtering is used to cover the semiconductor material on the two-dimensional nanomaterial photosensitive layer, and the thickness of the semiconductor layer is controlled at 60-80nm.
有益效果:本发明的智能化传感的GeSe二维纳米红外光谱探测器运用自己设计的传感器阵列靶面,取代了复杂昂贵的集成电路工艺构建线阵的探测靶面。同时运用GeSe作为传感器所用的二维纳米材料,不仅提高了探测器在红外波段的探测效率,而且解决了其他红外材料构成的传感器靶面与硅基电路不匹配的问题。最后在分光方面,本发明不再使用传统传感器所用的光栅分光的方法,取而代之的是运用机器学习的实现对不同波段的光信号的重构,降低了传感器器件的制作成本。器件的开启电压为3.3v,探测波段为红外,探测效率随着电压变化具有稳定性,探测波长范围650-860nm;功耗低至1nw;探测效率EQE>700%。Beneficial effects: The intelligent sensing GeSe two-dimensional nano-infrared spectrum detector of the present invention uses a self-designed sensor array target surface, replacing the complex and expensive integrated circuit process to construct a linear array detection target surface. At the same time, the use of GeSe as the two-dimensional nanomaterial used in the sensor not only improves the detection efficiency of the detector in the infrared band, but also solves the problem of mismatch between the sensor target surface composed of other infrared materials and the silicon-based circuit. Finally, in terms of light splitting, the present invention no longer uses the grating light splitting method used in traditional sensors. Instead, it uses machine learning to reconstruct optical signals in different bands, reducing the manufacturing cost of sensor devices. The device's turn-on voltage is 3.3v, the detection band is infrared, the detection efficiency is stable with voltage changes, the detection wavelength range is 650-860nm, the power consumption is as low as 1nw, and the detection efficiency EQE>700%.
附图说明Description of the drawings
图1是智能化传感的GeSe二维纳米红外光谱探测器结构示意图;Figure 1 is a schematic structural diagram of the GeSe two-dimensional nano-infrared spectrum detector for intelligent sensing;
图2是GeSe二维纳米层/PbSe半导体异质结探测沟道的TEM显微镜照片;Figure 2 is a TEM micrograph of the GeSe two-dimensional nanolayer/PbSe semiconductor heterojunction detection channel;
图3是智能化传感的GeSe二维纳米红外光谱探测器重构的光谱曲线图;Figure 3 is a spectrum curve reconstructed by the intelligent sensing GeSe two-dimensional nano-infrared spectrum detector;
图4是本发明光谱探测器的光电转换曲线;Figure 4 is the photoelectric conversion curve of the spectrum detector of the present invention;
图5是本发明光谱探测器的光电响应特性曲线;Figure 5 is the photoelectric response characteristic curve of the spectrum detector of the present invention;
附图标记:1-栅极电极,2-绝缘层,3-源漏电极,4-GeSe二维纳米材料感光层,5-半导体有源层。Reference signs: 1-gate electrode, 2-insulating layer, 3-source-drain electrode, 4-GeSe two-dimensional nanomaterial photosensitive layer, 5-semiconductor active layer.
具体实施方式:Detailed ways:
下面结合具体实施例,进一步阐述本发明,应理解这些实施例仅用于说明本发明而不用于限制本发明的范围,在阅读了本发明之后,本领域技术人员对本发明的各种等价形式的修改均落于本申请所附权利要求所限定的范围。The present invention will be further described below with reference to specific examples. It should be understood that these examples are only used to illustrate the present invention and are not intended to limit the scope of the present invention. After reading the present invention, those skilled in the art will be familiar with various equivalent forms of the present invention. All modifications fall within the scope defined by the appended claims of this application.
实施例1:Example 1:
智能化传感的GeSe二维纳米红外光谱探测器器件,如图1所示,包括了基底上形成的栅极电极1,绝缘层2,源漏电极3,GeSe二维纳米材料感光层4,半导体有源层5,栅极电极置于底层,由下至上分别是绝缘层、源漏电极、GeSe二维纳米材料感光层、半导体有源层。栅极电极和源漏电极可以是通过银离子喷墨打印或激光刻蚀等方法形成于基底之上;绝缘层可以是二氧化硅、氮化硅、氧化铝等利用化学气相沉积、原子层沉积或磁控溅射的固体绝缘层,也可以是利用旋涂、打印或点胶方法制造的PMMA、Su8等溶胶凝胶的有机物栅绝缘层;感光层采用了新型二维纳米材料GeSe,提高了探测器在红外的探测效率;半导体有源层可以是硒化镉,硒化铅,硫化铅,氧化铅等中的一种,目的在于提高器件的导电性。其中绝缘层的厚度为100nm,二维纳米材料感光层的厚度为60nm,半导体有源层的厚度10nm,所述的智能化传感的GeSe二维纳米红外光谱探测器器件的开启电压为3.3v;功耗低至1nw;探测效率EQE>700%。The intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device, as shown in Figure 1, includes a gate electrode 1 formed on the substrate, an insulating layer 2, a source and drain electrode 3, and a GeSe two-dimensional nano material photosensitive layer 4. Semiconductor active layer 5, the gate electrode is placed on the bottom layer, and from bottom to top are the insulating layer, source and drain electrodes, GeSe two-dimensional nanomaterial photosensitive layer, and semiconductor active layer. The gate electrode and source and drain electrodes can be formed on the substrate through silver ion inkjet printing or laser etching; the insulating layer can be silicon dioxide, silicon nitride, aluminum oxide, etc. using chemical vapor deposition or atomic layer deposition. Or the solid insulating layer of magnetron sputtering, or the organic gate insulating layer of PMMA, Su8 and other sol-gels manufactured by spin coating, printing or dispensing methods; the photosensitive layer uses a new two-dimensional nanomaterial GeSe, which improves the The detection efficiency of the detector in infrared; the semiconductor active layer can be one of cadmium selenide, lead selenide, lead sulfide, lead oxide, etc., with the purpose of improving the conductivity of the device. The thickness of the insulating layer is 100nm, the thickness of the two-dimensional nanomaterial photosensitive layer is 60nm, the thickness of the semiconductor active layer is 10nm, and the turn-on voltage of the intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device is 3.3v. ;Power consumption as low as 1nw; detection efficiency EQE>700%.
上述智能化传感的GeSe二维纳米红外光谱探测器器件的制备方法,包括如下步骤:The preparation method of the above-mentioned intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device includes the following steps:
1)在透明玻璃上利用喷墨打印制造传感器的栅极电极,并在150℃的温度下退火30分钟;1) Use inkjet printing on transparent glass to make the gate electrode of the sensor, and anneal at 150°C for 30 minutes;
2)利用旋涂、打印或者点胶的方法制造PMMA、Su8等溶胶凝胶的有机物栅绝缘层,将其覆盖在栅极电极之上;2) Use spin coating, printing or dispensing methods to manufacture PMMA, Su8 and other sol-gel organic gate insulating layers, and cover them on the gate electrode;
3)在通过校准之后,于绝缘层之上继续利用喷墨打印制造源漏电极,同样在调温热台设置阶梯温度退火30分钟;3) After passing the calibration, continue to use inkjet printing to manufacture the source and drain electrodes on the insulating layer, and also set the step temperature annealing on the temperature-adjusting hot stage for 30 minutes;
4)利用旋涂将GeSe二维纳米材料均匀分布于器件之上,重复2-3次之后能够提高GeSe二维纳米层的感光和吸收系数,并进而提升探测器的光电转换效率;5)最后利用磁控溅射将半导体材料覆盖于二维纳米材料感光层之上。4) Use spin coating to evenly distribute the GeSe two-dimensional nanomaterials on the device. After repeating 2-3 times, the photosensitivity and absorption coefficient of the GeSe two-dimensional nanolayer can be improved, thereby improving the photoelectric conversion efficiency of the detector; 5) Finally Magnetron sputtering is used to cover the semiconductor material on the two-dimensional nanomaterial photosensitive layer.
开启电压为3.3v;功耗低至1nw;探测效率EQE>700%。The turn-on voltage is 3.3v; the power consumption is as low as 1nw; the detection efficiency EQE>700%.
实施例2:Example 2:
智能化传感的GeSe二维纳米红外光谱探测器器件,如图1所示,包括了基底上形成的栅极电极1,绝缘层2,源漏电极3,GeSe二维纳米材料感光层4,半导体有源层5,栅极电极置于底层,由下至上分别是绝缘层、源漏电极、GeSe二维纳米材料感光层、半导体有源层。其中绝缘层的厚度为120nm,二维纳米材料感光层的厚度为80nm,半导体有源层的厚度20nm,所述的智能化传感的GeSe二维纳米红外光谱探测器器件的开启电压为3.3v;功耗低至1nw;探测效率EQE>700%。The intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device, as shown in Figure 1, includes a gate electrode 1 formed on the substrate, an insulating layer 2, a source and drain electrode 3, and a GeSe two-dimensional nano material photosensitive layer 4. Semiconductor active layer 5, the gate electrode is placed on the bottom layer, and from bottom to top are the insulating layer, source and drain electrodes, GeSe two-dimensional nanomaterial photosensitive layer, and semiconductor active layer. The thickness of the insulating layer is 120nm, the thickness of the two-dimensional nanomaterial photosensitive layer is 80nm, and the thickness of the semiconductor active layer is 20nm. The turn-on voltage of the intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device is 3.3v. ;Power consumption as low as 1nw; detection efficiency EQE>700%.
上述智能化传感的GeSe二维纳米红外光谱探测器器件的制备方法,包括如下步骤:The preparation method of the above-mentioned intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device includes the following steps:
1)在透明玻璃上利用喷墨打印制造传感器的栅极电极,并在150℃的温度下退火30分钟;1) Use inkjet printing on transparent glass to make the gate electrode of the sensor, and anneal at 150°C for 30 minutes;
2)利用旋涂、打印或者点胶的方法制造PMMA、Su8等溶胶凝胶的有机物栅绝缘层,将其覆盖在栅极电极之上;2) Use spin coating, printing or dispensing methods to manufacture PMMA, Su8 and other sol-gel organic gate insulating layers, and cover them on the gate electrode;
3)在通过校准之后,于绝缘层之上继续利用喷墨打印制造源漏电极,同样在调温热台设置阶梯温度退火30分钟;3) After passing the calibration, continue to use inkjet printing to manufacture the source and drain electrodes on the insulating layer, and also set the step temperature annealing on the temperature-adjusting hot stage for 30 minutes;
4)利用旋涂将GeSe二维纳米材料均匀分布于器件之上,重复2-3次之后在重复2-3次之后能够提高GeSe二维纳米层的感光和吸收系数,并进而提升探测器的光电转换效率;4) Use spin coating to evenly distribute the GeSe two-dimensional nanomaterials on the device. After repeating 2-3 times, the photosensitivity and absorption coefficient of the GeSe two-dimensional nanolayer can be improved, and thus the detector's performance can be improved. Photoelectric conversion efficiency;
5)最后利用磁控溅射将半导体材料覆盖于二维纳米材料感光层之上。5) Finally, magnetron sputtering is used to cover the semiconductor material on the two-dimensional nanomaterial photosensitive layer.
开启电压为3.3v;功耗低至1nw;探测效率EQE>700%。The turn-on voltage is 3.3v; the power consumption is as low as 1nw; the detection efficiency EQE>700%.
进一步地,智能化传感的GeSe二维纳米红外光谱探测器器件,使用红外光谱电流重构方法代替了传统光谱探测器使用光栅进行分光的方法,其工作方案包括三个步骤:学习、采样和重建。Furthermore, the intelligent sensing GeSe two-dimensional nano-infrared spectrum detector device uses the infrared spectrum current reconstruction method instead of the traditional spectrum detector using gratings for spectrometry. Its working plan includes three steps: learning, sampling and reconstruction.
GeSe的光学特性可以通过外部偏置位移场(D)来调节,该偏置位移场由施加在栅电极上的电压控制。光响应率(R)可以由入射光波长(λ)和外部偏置位移场D来构成函数和矩阵。The optical properties of GeSe can be tuned by an external bias displacement field (D), which is controlled by the voltage applied to the gate electrode. The optical responsivity (R) can be formed as a function and matrix by the incident light wavelength (λ) and the external bias displacement field D.
在学习过程中,连续响应函数R(D,λ)可以离散为矩阵RD,λ。RD,λ中的响应行向量可以通过在每个电位移场Di下,测量多个已知入射光谱的光响应。完成所有n个位移场的学习过程,即可生成完整的n×n矩阵。During the learning process, the continuous response function R(D,λ) can be discretized into a matrix R D,λ . Response row vector in R D,λ This can be done by measuring the optical response of multiple known incident spectra at each electric displacement field Di. After completing the learning process of all n displacement fields, a complete n×n matrix can be generated.
在采样步骤中,在n个不同的位移场(D1~Dn)下测量入射光对未知光谱的光电流响应,得到响应向量ID。又由于光电流(I)取决于黑体光源温度T和光谱响应率R(λ),在给定的位移Di下,光电流I(T)是入射光谱功率密度与λ1~λn整个波长响应率的乘积的积分,其中T=T1,T2,…Tn,入射功率密度P(T,λ)取决于波长λ和温度T,它可以根据普朗克定律计算得出。当温度从T1到Tn时,可以得到n个积分方程,通过离散化将它们分解为一个矩阵方程如下(1),简写为R×PT,λ=IT。In the sampling step, the photocurrent response of the incident light to the unknown spectrum is measured under n different displacement fields (D 1 ~D n ), and the response vector ID is obtained. And since the photocurrent (I) depends on the blackbody light source temperature T and the spectral responsivity R (λ), at a given displacement D i , the photocurrent I (T) is the ratio of the incident spectral power density to the entire wavelength of λ 1 to λ n The integral of the product of response rates, Where T=T 1 , T 2 ,...T n , the incident power density P (T, λ) depends on the wavelength λ and the temperature T, which can be calculated according to Planck's law. When the temperature is from T1 to Tn, n integral equations can be obtained, which are decomposed into a matrix equation through discretization as follows (1), abbreviated as R×P T,λ =I T .
在重建过程中,将采样步骤中测量到的响应向量ID带入R×PT,λ=IT矩阵方程中(PT,λ已由普朗克定律得出),可以解出R矩阵,对比学习过程产生的响应矩阵R(D,λ)即可以重建入射光的光谱。During the reconstruction process, the response vector ID measured in the sampling step is brought into the R× PT,λ = IT matrix equation ( PT,λ has been derived from Planck’s law), and the R matrix can be solved, The spectrum of the incident light can be reconstructed by comparing the response matrix R(D,λ) generated by the learning process.
在本说明书的描述中,参考术语“一个实施例”、“示例”、“具体示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of this specification, reference to the terms "one embodiment," "example," "specific example," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one aspect of the invention. in an embodiment or example. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
以上显示和描述了本发明的基本原理、主要特征和本发明的优点。本行业的技术人员应该了解,本发明不受上述实施例的限制,上述实施例和说明书中描述的只是说明本发明的原理,在不脱离本发明精神和范围的前提下,本发明还会有各种变化和改进,这些变化和改进都落入要求保护的本发明范围内。The basic principles, main features and advantages of the present invention have been shown and described above. Those skilled in the industry should understand that the present invention is not limited by the above embodiments. The above embodiments and descriptions only illustrate the principles of the present invention. Without departing from the spirit and scope of the present invention, the present invention will also have other aspects. Various changes and modifications are possible, which fall within the scope of the claimed invention.
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