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Very long wavelength infrared focal plane arrays with 50% cutoff wavelength based on type-Ⅱ In As/GaSb superlattice 被引量:2
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作者 韩玺 向伟 +5 位作者 郝宏玥 蒋洞微 孙姚耀 王国伟 徐应强 牛智川 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第1期563-567,共5页
A very long wavelength infrared(VLWIR) focal plane array based on In As/Ga Sb type-Ⅱ super-lattices is demonstrated on a Ga Sb substrate. A hetero-structure photodiode was grown with a 50% cut-off wavelength of 15... A very long wavelength infrared(VLWIR) focal plane array based on In As/Ga Sb type-Ⅱ super-lattices is demonstrated on a Ga Sb substrate. A hetero-structure photodiode was grown with a 50% cut-off wavelength of 15.2 μm, at 77 K.A 320×256 VLWIR focal plane array with this design was fabricated and characterized. The peak quantum efficiency without an antireflective coating was 25.74% at the reverse bias voltage of-20 mV, yielding a peak specific detectivity of 5.89×10^10cm·Hz^1/2·W^-1. The operability and the uniformity of response were 89% and 83.17%. The noise-equivalent temperature difference at 65 K exhibited a minimum at 21.4 mK, corresponding to an average value of 56.3 mK. 展开更多
关键词 very long wavelength infrared type-Ⅱ InAs/GaSb super-lattices(T2SLs) focal plane array
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Low Crosstalk Three-Color Infrared Detector by Controlling the Minority Carriers Type of InAs/GaSb Superlattices for Middle-Long and Very-Long Wavelength 被引量:5
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作者 蒋洞微 向伟 +7 位作者 国凤云 郝宏玥 韩玺 李晓超 王国伟 徐应强 于清江 牛智川 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第4期151-154,共4页
We report a type-Ⅱ InAs/GaSb superlattice three-color infrared detector for mid-wave (MW), long-wave (LW), and very long-wave (VLW) detections. The detector structure consists of three contacts of NIPIN archite... We report a type-Ⅱ InAs/GaSb superlattice three-color infrared detector for mid-wave (MW), long-wave (LW), and very long-wave (VLW) detections. The detector structure consists of three contacts of NIPIN architecture for MW and LW detections, and hetero-junction NIP architecture for VLW detection. It is found that the spectral crosstalks can be significantly reduced by controlling the minority carriers transport via doping beryllium in the two active regions of NIPIN section. The crosstalk detection at MW, LW, and VLW signals are achieved by selecting the bias voltages on the device. At 77K, the cutoff wavelengths of the three-color detection are 5.3μm (at OmV), 141μm (at 300mV) and 19μm (at -20mV) with the detectivities of 4.6xlO11 cm.Hzl/ZW-1, 2.3×10^10 cm.Hzl/2W-1, and 1.0×10^10cm.Hzl/2W-1 for MW, LW and VLW. The crosstalks of the MW channel, LW channel, and VLW channel are almost 0, 0.25, and 0.6, respectively. 展开更多
关键词 GaSb on of Low Crosstalk Three-Color infrared Detector by Controlling the Minority Carriers Type of InAs/GaSb Superlattices for Middle-Long and Very-Long wavelength by InAs for LONG
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Equidistant combination wavelength screening and step-by-step phase-out method for the near-infrared spectroscopic analysis of serum urea nitrogen 被引量:1
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作者 Yihui Yang Fenfen Lei +3 位作者 Jing Zhang Lijun Yao Jiemei Chen Tao Pan 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2019年第6期85-96,共12页
We applied near-infrared(NIR)spectroscopy with chemometrics for the rapid and reagent-fee analysis of serum urea nitrogen(SUN).The modeling is based on the average effect of multiple sample partitions to achieve param... We applied near-infrared(NIR)spectroscopy with chemometrics for the rapid and reagent-fee analysis of serum urea nitrogen(SUN).The modeling is based on the average effect of multiple sample partitions to achieve parameter selection with stability.A multiparameter optimization platform with Norris derivative filter-partial least squares(Norris-PLS)was developed to select the most suitable mode(d=2,s=33,g=15).Using equidistant combination PLS(EC-PLS)with four parameters(initial wavelength I,number of wavelengths N,number of wavelength gaps G and latent variables LV),we performed wavelength screening after eliminating high-absorption wavebands.The optimal EC-PLS parameters were I=1228 nm,N=26,G=16 and LV=12.The root-mean square error(SEP),correlation coefficient(R_(p))for prediction and ratio of performance-to-deviation(RPD)for validation were 1.03 mmol L^(-1),0.992 and 7.6,respectively.We proposed the wavelength step-by-step phase-out PLS(WSP-PLS)to remove redun-dant wavelengths in the top 100 EC-PLS models with improved prediction performance.The combination of 19 wavelengths was identifed as the optimal model for SUN.The SEP,Rp and RPD in validation were 1.01 mmol L^(-1),0.992 and 7.7,respectively.The prediction effect and wavelength complexity were better than those of EC-PIS.Our results showed that NIR spectroscopy combined with the EC-PLS and WSP-PLS methods enabled the high-precision analysis ofSUN.WSP-PLS is a secondary optimization method that can further optimize any wavelength moc odel obtained through other continuous or discrete strategies to establish a simple and better model. 展开更多
关键词 Serum urea nitrogen near infrared spectroscopic analysis Norris derivative filter equidistant combination wavelength screening wavelength step-by-step phase-out
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Highly-sensitive NO,NO2,and NH3 measurements with an open-multipass cell based on mid-infrared wavelength modulation spectroscopy 被引量:4
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作者 陈祥 杨晨光 +9 位作者 胡迈 沈建康 牛二超 许振宇 范雪丽 姚路 何亚柏 刘建国 阚瑞峰 魏敏 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第4期250-257,共8页
A compact prototype based on mid-infrared wavelength modulation spectroscopy(WMS)is developed for the simul-taneous monitoring of NO,NO2,and NH3 in the urban area.Three quantum cascade lasers(QCLs)with central fre... A compact prototype based on mid-infrared wavelength modulation spectroscopy(WMS)is developed for the simul-taneous monitoring of NO,NO2,and NH3 in the urban area.Three quantum cascade lasers(QCLs)with central frequencies around 1900.0 cm^-1,1600.0 cm^-1,and 1103.4 cm^-1are used for NO,NO2,and NH3detections,respectively,by timedivision multiplex.An open-path multi-pass cell of 60-m optical path length is applied to the instrument for high sensitivity and reducing the response time to less than 1 s.The prototype achieves a sub-ppb detection limit for all the three target gases with an average time of about 100 s.The instrument is installed in the Jiangsu environmental monitoring center to conduct performance tests on ambient air.Continuous 24-hour measurements show good agreement with the results of a reference instrument based on the chemiluminescence technique. 展开更多
关键词 wavelength modulation spectroscopy optical sensing atmospheric monitoring time division multiplexing quantum cascade laser mid-infrared laser spectroscopy
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Wet etching and passivation of GaSb-based very long wavelength infrared detectors
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作者 许雪月 蒋俊锴 +10 位作者 陈伟强 崔素宁 周文广 李农 常发冉 王国伟 徐应强 蒋洞微 吴东海 郝宏玥 牛智川 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第6期132-136,共5页
The etching and passivation processes of very long wavelength infrared(VLWIR)detector based on the InAs/GaSb/AlSb type-II superlattice have been studied.By studying the effect of each component in the citric acid solu... The etching and passivation processes of very long wavelength infrared(VLWIR)detector based on the InAs/GaSb/AlSb type-II superlattice have been studied.By studying the effect of each component in the citric acid solution(citric acid,phosphoric acid,hydrogen peroxide,deionized water),the best solution ratio is obtained.After comparing different passivation materials such as sulfide+SiO_(2),Al_(2)O_(3),Si_(3)N_(4) and SU8,it is found that SU8 passivation can reduce the dark current of the device to a greater degree.Combining this wet etching and SU8 passivation,the of VLWIR detector with a mesa diameter of 500μm is about 3.6Ω·cm^(2) at 77 K. 展开更多
关键词 InAs/GaSb/AlSb superlattice very long wavelength infrared(VLWIR)detector wet etching PASSIVATION
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Development of long-wavelength infrared detector and its space-based application requirements
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作者 刘军库 肖林 +2 位作者 刘阳 曹龙飞 申正坤 《Chinese Physics B》 SCIE EI CAS CSCD 2019年第2期58-70,共13页
Infrared detection technology has greatly expanded the ability of mankind to study the earth and the universe. In recent years, the demand for long-wavelength infrared detectors is increasing for their advantages in e... Infrared detection technology has greatly expanded the ability of mankind to study the earth and the universe. In recent years, the demand for long-wavelength infrared detectors is increasing for their advantages in exploring the earth and the universe. A variety of long-wavelength infrared detectors have been made based on thermal resistive effect, photoelectric effect, etc., in the past few decades. Remarkable achievements have been made in infrared materials, device fabrication,readout circuit, and device package. However, high performance long-wavelength infrared detectors, especially those for large format long-wavelength infrared detector focus plane array, are still unsatisfactory. Low noise, high detectivity, and large format long-wavelength infrared detector is necessary to satisfy space-based application requirements. 展开更多
关键词 LONG-wavelength infrared DETECTOR THERMAL DETECTOR PHOTON DETECTOR SPACE-BASED application
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Influence of the Mode of Wavelength on the Infrared Reflectance and Transmittance in the Fabric
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作者 徐卫林 姚穆 《Journal of China Textile University(English Edition)》 EI CAS 1998年第2期25-27,共3页
The study and the practical utilization of the infrared inthe textile field is analysed simply.The test method ofthe infrared transmittance(α_T)and the reflectance(α_R)in the fabric is introduced.The test results of... The study and the practical utilization of the infrared inthe textile field is analysed simply.The test method ofthe infrared transmittance(α_T)and the reflectance(α_R)in the fabric is introduced.The test results of aset of polyester/cotton plain fabrlcs show that the infra-red reflecting regulation can be expressed by quasi-co-sine function.The parameters affecting the α_T and α_Rare analysed, α_T decreases according to negative expo-nent function as the weight per square meter of the fab-ric increases,and α_R increases.Both α_T and α_R will in-crease when the mode of wavelength(λ_m) of the infra-red decreases.It can be deduced that the infrared ab-sorptance of the fabric will increase as λ_m increases inthe studied range. 展开更多
关键词 infrared TRANSMITTANCE reflectance MODE of the wavelength.
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Evaluation of growth characteristics of Aspergillus parasiticus inoculated in different culture media by shortwave infrared(SWIR) hyperspectral imaging
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作者 Xuan Chu Wei Wang +7 位作者 Xinzhi Ni Haitao Zheng Xin Zhao Hong Zhuang Kurt C.Lawrence Chunyang Li Yufeng Li Chengjun Lu 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2018年第5期69-83,共15页
The growth characteristics of Aspergillus parasitic us incubated on two culture media were ex-amined using shortwave infrared(SWIR,1000-2500 nm)hyperspectral imaging(HSI)in this work.HSI images of the A.parasiticus co... The growth characteristics of Aspergillus parasitic us incubated on two culture media were ex-amined using shortwave infrared(SWIR,1000-2500 nm)hyperspectral imaging(HSI)in this work.HSI images of the A.parasiticus colonies growing on rose bengal medium(RBM)and maize agar medium(MAM)were recorded daily for 6 days.The growth phases of A.parasiticus were indicated through the pixel number and average spectra of colonies.On score plot of the first principal component(PC1)and PC2,four growth zones with varying mycelium densities were identified.Eight characteristic wavelengths(1095,1145,1195,1279,1442,1655,1834 and 1929 nm)were selected from PC1 loading,average spectra of each colony as well as each growth zone.F urthermore,support vector machine(S VM)classifier based on the eight wavelengths was built,and the classification accuracies for the four zones(from outer to inner zones)on the colonies on RBM were 99.77%,9935%,99.75%and 99.60%and 99.77%,9939%,99.31%and 98.22%for colonies on MAM.In addition,a new score plot of PC2 and PC3 was used to differ-entiate the colonies incubated on RBM and MAM for 6 days.Then characteristic wavelengths of 1067,1195,1279,1369,1459,1694,1834 and 1929 nm were selected from the loading of PC2 and PCg.Based on them,a new SVM model was developed to diferentiate colonies on RBM and MAM with accuracy of 100.00%and 9999%,respectively.In conclusion,SWIR hyperspectral image is a powerful tool for evaluation of growth characteristics of A.parasiticus incubated in diferent culture media. 展开更多
关键词 Aspergilus parasiticus growth characteristics characteristic wavelengths shortwave infrared(SWIR)hyperspectral imaging
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Application of Wavelength Selection Combined with DS Algorithm for Model Transfer between NIR Instruments
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作者 Honghong Wang Zhixin Xiong +2 位作者 Yunchao Hu Zhijian Liu Long Liang 《Journal of Renewable Materials》 SCIE EI 2023年第6期2713-2727,共15页
This study aims to realize the sharing of near-infrared analysis models of lignin and holocellulose content in pulp wood on two different batches of spectrometers and proposes a combined algorithm of SPA-DS,MCUVE-DS a... This study aims to realize the sharing of near-infrared analysis models of lignin and holocellulose content in pulp wood on two different batches of spectrometers and proposes a combined algorithm of SPA-DS,MCUVE-DS and SiPLS-DS.The Successive Projection Algorithm(SPA),the Monte-Carlo of Uninformative Variable Elimination(MCUVE)and the Synergy Interval Partial Least Squares(SiPLS)algorithms are respectively used to reduce the adverse effects of redundant information in the transmission process of the full spectrum DS algorithm model.These three algorithms can improve model transfer accuracy and efficiency and reduce the manpower and material consumption required for modeling.These results show that the modeling effects of the characteristic wavelengths screened by the SPA,MCUVE and SiPLS algorithms are all greatly improved compared with the full-spectrum modeling,in which the SPA-PLS result in the best prediction with RPDs above 6.5 for both components.The three wavelength selection methods combined with the DS algorithm are used to transfer the models of the two instruments.Among them,the MCUVE combined with the DS algorithm has the best transfer effect.After the model transfer,the RMSEP of lignin is 0.701,and the RMSEP of holocellulose is 0.839,which was improved significantly than the full-spectrum model transfer of 0.759 and 0.918. 展开更多
关键词 Near infrared spectroscopy HOLOCELLULOSE LIGNIN model transfer wavelength optimization direct standardization algorithm
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Long wavelength interband cascade photodetector with type Ⅱ InAs/GaSb superlattice absorber
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作者 Shaolong Yan Jianliang Huang +2 位作者 Ting Xue Yanhua Zhang Wenquan Ma 《Journal of Semiconductors》 EI CAS CSCD 2023年第4期81-85,共5页
We report on a long wavelength interband cascade photodetector with type Ⅱ InAs/GaSb superlattice absorber.The device is a three-stage interband cascade structure.At 77 K,the 50%cutoff wavelength of the detector is 8... We report on a long wavelength interband cascade photodetector with type Ⅱ InAs/GaSb superlattice absorber.The device is a three-stage interband cascade structure.At 77 K,the 50%cutoff wavelength of the detector is 8.48μm and the peak photoresponse wavelength is 7.78μm.The peak responsivity is 0.93 A/W and the detectivity D*is 1.12×10^(11)cm·Hz0.5/W for 7.78μm at-0.20 V.The detector can operate up to about 260 K.At 260 K,the 50%cutoff wavelength is 11.52μm,the peak responsivity is 0.78 A/W and the D*is 5.02×10^(8)cm·Hz0.5/W for the peak wavelength of 10.39μm at-2.75 V.The dark current of the device is dominated by the diffusion current under both a small bias voltage of-0.2 V and a large one of-2.75 V for the temperature range of 120 to 260 K. 展开更多
关键词 interband cascade infrared photodetector type II superlattices long wavelength
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新疆白杨河铀矿区白色云母短波红外光谱及电子探针成分特征
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作者 徐清俊 叶发旺 +4 位作者 张志新 张川 李新春 李瑞炜 田程 《世界核地质科学》 CAS 2024年第1期47-62,I0005-I0010,共22页
铀是我国战略性关键金属资源之一,对科技发展和国家安全具有重要意义。新疆白杨河铀矿床是我国重要的热液型铀矿床,铀成矿过程中广泛发育白色云母。已有研究表明,白杨河铀矿床白色云母短波红外光谱蕴含着丰富的地质信息,记录了其形成热... 铀是我国战略性关键金属资源之一,对科技发展和国家安全具有重要意义。新疆白杨河铀矿床是我国重要的热液型铀矿床,铀成矿过程中广泛发育白色云母。已有研究表明,白杨河铀矿床白色云母短波红外光谱蕴含着丰富的地质信息,记录了其形成热液环境及其与矿化的关系,但其短波红外光谱变化规律及其地质影响因素研究依然薄弱。因此,运用短波红外光谱技术和电子探针微区分析等分析方法对矿床白色云母进行分析研究。研究表明:白杨河铀矿床白色云母Al-OH特征吸收峰波长在2190和2220 nm之间漂移变化,电子探针化学组分表明其发生了明显的Tschermak(契尔马克)替换,Al-OH特征吸收峰波长直接受Mg和Fe含量以及Fe/(Fe+Mg)比值的影响,也受围岩成分的影响。Al-OH特征吸收峰波长较短的白色云母反映了相对高温的热液流体环境,而Al-OH特征吸收峰波长较长的白色云母则代表了相对低温的热液流体环境。白杨河铀矿床铀矿化点附近白色云母具有相对较短的Al-OH特征吸收峰波长、较大的ISM(伊利石光谱成熟度)值和较低的FWHM 2200(半峰宽)值。综合白色云母的Al-OH特征吸收峰波长、ISM值和FWHM2200值的空间变化规律,可以推断白杨河铀矿床的热液矿化中心位于杨庄花岗斑岩与上泥盆统火山岩的北部接触带。这不仅对完善白杨河铀矿床成因和深部与外围勘探具有重要的实际意义,对其他热液型金属矿产勘查亦具有重要的参考价值。 展开更多
关键词 短波红外光谱 白色云母 Al-OH特征吸收峰波长 白杨河铀矿床 热液流体环境
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乙纶分子结构及热变性三级长波近红外-中红外光谱研究 被引量:1
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作者 柴嘉欣 吉一帆 +5 位作者 李雨情 宗鹤宸 宗雪晴 王静伟 常美玲 于宏伟 《纺织科学与工程学报》 CAS 2024年第1期58-67,共10页
长波近红外-中红外(LW-NIR-MIR)光谱开展乙纶分子结构研究。红外模式主要包括:2ν_(asCH3-去卷积-乙纶)、2ν_(asCH2-去卷积-乙纶)、2ν_(sCH3-去卷积-乙纶)、2ν_(sCH2-去卷积-乙纶)、(ν_(asCH2-去卷积-乙纶)+ν_(CH-去卷积-乙纶))、(... 长波近红外-中红外(LW-NIR-MIR)光谱开展乙纶分子结构研究。红外模式主要包括:2ν_(asCH3-去卷积-乙纶)、2ν_(asCH2-去卷积-乙纶)、2ν_(sCH3-去卷积-乙纶)、2ν_(sCH2-去卷积-乙纶)、(ν_(asCH2-去卷积-乙纶)+ν_(CH-去卷积-乙纶))、(ν_(asCH2-去卷积-乙纶)+ν_(sCH2-去卷积-乙纶))、ν_(asCH3-去卷积-乙纶)、ν_(sCH3-去卷积-乙纶)、ν_(asCH2-去卷积-乙纶)、ν_(sCH2-去卷积-乙纶)、δ_(CH2-去卷积-乙纶)和ρ_(CH2-去卷积-乙纶)。进一步开展了变温LW-NIR-MIR光谱研究。在303 K~393 K的温度范围内,结构官能团(2ν_(sCH2-去卷积-乙纶),ν_(asCH2-去卷积-乙纶)和ρ_(CH2-去卷积-乙纶))对应频率及强度都有明显改变。最后开展二维LW-NIR-MIR光谱研究。LW-NIR区间,5835 cm^(-1)(2ν_(asCH2-2-二维-乙纶))>5700 cm^(-1)(2ν_(sCH2-二维-乙纶))>5867 cm^(-1)(2ν_(asCH2-1-二维-乙纶))>5800 cm^(-1)(ν_(asCH2-二维-乙纶)+ν_(CH-二维-乙纶))>5762 cm^(-1)(ν_(asCH2-二维-乙纶)+ν_(sCH2-二维-乙纶))>5894 cm^(-1)(2ν_(asCH3-二维-乙纶))。MIR区间,2915 cm^(-1)(ν_(asCH2-二维))>2845 cm^(-1)(ν_(sCH2-二维-乙纶))>2945 cm^(-1)(ν_(asCH3-二维-乙纶))>2885 cm^(-1)(ν_(sCH3-二维-乙纶))。1452 cm^(-1)(δ_(CH2-2-二维-乙纶))>1475 cm^(-1)(δ_(CH2-1-二维-乙纶))。LW-NIR-MIR区间,5835 cm^(-1)(2ν_(asCH2-2-二维-乙纶))>2915 cm^(-1)(ν_(asCH2-二维-乙纶))>2845 cm^(-1)(ν_(sCH2-二维-乙纶))>5894 cm^(-1)(2ν_(asCH3-二维-乙纶))。乙纶分子结构主要官能团对热的敏感程度及变化快慢顺序都存在着较大的差异性。研究拓展了三级LW-NIR-MIR谱在乙纶分子结构及热变性的研究范围。 展开更多
关键词 乙纶 长波近红外-中红外光谱 结构 热变性
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近红外无创血糖浓度的Label Sensitivity算法和支持向量机回归
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作者 孟琪 赵鹏 +4 位作者 宦克为 李野 姜志侠 张瀚文 周林华 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2024年第3期617-624,共8页
近红外光谱分析技术在生物医学工程领域具有广阔应用前景。无创且持续性地测量能实时监控人体血糖水平,给糖尿病患者带来极大便利性、提高生存质量、降低糖尿病并发症发生率具有很大的社会效益。无创血糖监测的想法提出较早,但仍然存在... 近红外光谱分析技术在生物医学工程领域具有广阔应用前景。无创且持续性地测量能实时监控人体血糖水平,给糖尿病患者带来极大便利性、提高生存质量、降低糖尿病并发症发生率具有很大的社会效益。无创血糖监测的想法提出较早,但仍然存在预测精度低、预测值与标签值相关性不高等难点,至今没有达到临床要求。近年来,光谱检测技术发展迅猛且机器学习技术在智能信息处理方面具有明显优势,两者结合可以有效提高人体无创血糖医学监测模型的精度和普适性。提出了一种标签敏感度算法(LS),并结合支持向量机方法建立了人体血糖含量预测模型。使用近红外光谱仪采集了4名志愿者食指处动态血液光谱数据(每名志愿者28组数据),并使用多元散射矫正(MSC)方法消除了部分光散射的影响。考虑血糖对不同波长光的吸收有差异,提出了基于血糖浓度标签差的特征波长挑选方法,并构建了标签敏感度支持向量机(LSSVR)预测模型。设计实验,对比该模型与偏最小二乘回归(PLSR)和区分度支持向量机(FSSVR)算法。结果表明,LS算法的最佳特征波长数为32,经特征波长选择后的LSSVR表现最佳,其均方误差降低至0.02 mmol·L^(-1),明显优于全谱段PLSR模型,血糖浓度的预测值与标签值的相关系数提升至99.8%,预测值全部位于可容许误差的克拉克网格A区内。LSSVR模型的优异表现为早日实现血糖的无创监测提供了新思路。 展开更多
关键词 无创血糖 近红外光谱 特征波长 Label Sensitivity算法 支持向量机
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基于SWCSS-CARS算法的综纤维素近红外分析模型传递
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作者 汪莹 王红鸿 +4 位作者 熊智新 黄浩冉 胡云超 刘智健 梁龙 《林业工程学报》 CSCD 北大核心 2024年第3期88-95,共8页
纸浆材综纤维素的近红外快速无损检测是提高造纸工业智能制造水平的重要手段之一。然而,在实际应用中已有的近红外模型往往无法预测不同仪器测得的木材样品光谱,从而大大限制了该技术的广泛应用。为了降低重新建模和维护的成本,需要运... 纸浆材综纤维素的近红外快速无损检测是提高造纸工业智能制造水平的重要手段之一。然而,在实际应用中已有的近红外模型往往无法预测不同仪器测得的木材样品光谱,从而大大限制了该技术的广泛应用。为了降低重新建模和维护的成本,需要运用模型转移技术。笔者以实现纸浆材综纤维素含量近红外分析模型在3台棱光光谱仪器上的共享为目标,以在3台同型号的近红外光谱仪采集的纸浆材样本为研究对象,采用竞争性自适应重加权采样(CARS)波长优化算法,减少筛选稳定一致性波长(SWCSS)方法中无效波长的不利影响,以提高模型对2台从机测量样品的分析能力。建立基于SWCSS-CARS算法的偏最小二乘回归(PLSR)模型,并将其对从机样品的分析能力与单独的SWCSS和CARS的分析能力进行对比分析。结果表明,以综纤维素为基础的SWCSS-CARS方法选出的30个波长建立的主机模型对2台从机样品分析的RPD均大于4.6,Akaike信息准则(A IC)的值为67.68,远远小于模型传递前的3209.83和SWCSS算法的942.82,降低了光谱矩阵的维数,显著提高了模型传递效率。表明SWCSS-CARS算法能够有效去除SWCSS方法中的无效波长,实现了纸浆材综纤维素含量模型在3台同型号近红外光谱仪间的共享。 展开更多
关键词 综纤维素含量 近红外光谱 稳定一致波长 波长优选 模型传递
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烟叶异物检测系统的设计及应用
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作者 苏振东 黄立仁 +2 位作者 甘华 韦晖强 丁力 《电工技术》 2024年第2期13-14,共2页
烟叶生产过程中非烟异物检测非常重要。介绍了目前几种主要的异物检测手段,并针对这些检测手段存在的不足,设计一种近红外多波长异物检测系统。对13种异物的多次检测结果表明,该系统能够有效检测出烟叶中的异物,具有灵敏度高、速度快及... 烟叶生产过程中非烟异物检测非常重要。介绍了目前几种主要的异物检测手段,并针对这些检测手段存在的不足,设计一种近红外多波长异物检测系统。对13种异物的多次检测结果表明,该系统能够有效检测出烟叶中的异物,具有灵敏度高、速度快及成本低等优点。 展开更多
关键词 近红外多波长 非烟异物 烟草
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锗基长波红外圆锥形微结构减反射性能
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作者 汤克彬 李珊 +3 位作者 李初晨 毛科 张顺关 曾绍禹 《红外技术》 CSCD 北大核心 2024年第1期36-42,共7页
锗是重要的红外光学材料,为减小锗表面的菲涅耳反射损耗,提高光利用率,研究了锗基底圆锥形微结构的减反射性能。基于时域有限差分法(Finite Difference Time Domain),并采用单因素法研究了微结构的占空比、周期、高度等结构参数与入射角... 锗是重要的红外光学材料,为减小锗表面的菲涅耳反射损耗,提高光利用率,研究了锗基底圆锥形微结构的减反射性能。基于时域有限差分法(Finite Difference Time Domain),并采用单因素法研究了微结构的占空比、周期、高度等结构参数与入射角在8~12μm长波红外波段对反射率的影响,确定了微结构在低反射情况下较优的结构参数组合,其在整个波段范围内的平均反射率低于1%,远低于平板锗结构的35.47%,在9~11μm的波段范围内反射率低于0.5%,且光波在40°范围内入射时,圆锥形微结构的平均反射率仍然较低。将优化的圆锥形微结构与平板结构进行了对比,从等效折射率、反射场分布和能量吸收分布3方面进一步证实了圆锥形微结构在整个波段范围内优异的减反射性能。 展开更多
关键词 亚波长结构 时域有限差分法 锗基微结构 减反射 长波红外
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中红外硅基光波导的发展现状
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作者 冯露露 冯松 +3 位作者 胡祥建 陈梦林 刘勇 王迪 《电子科技》 2024年第2期36-45,共10页
作为硅光子集成芯片中基本无源器件的硅基光波导是进行光信号传输的通道,其具有良好的性能,且与CMOS(Complementary Metal Oxide Semiconductor)工艺相兼容因而得到广泛应用。用于电信和数据中心的硅光子集成电路已逐步走向商业化。近年... 作为硅光子集成芯片中基本无源器件的硅基光波导是进行光信号传输的通道,其具有良好的性能,且与CMOS(Complementary Metal Oxide Semiconductor)工艺相兼容因而得到广泛应用。用于电信和数据中心的硅光子集成电路已逐步走向商业化。近年来,中红外波段在自由空间通信、传感以及环境监测等领域的潜在应用受到研究者们的广泛关注。文中分析了中红外硅基光波导的研究现状,归纳了SOI(Silicon on Insulator)、GOSI(Ge-on-SOI)、SOS(Si on Sapphire)、GOS(Ge-on-Si)、SGOS(SiGe-on-Si)、SON(Si-on Si_(3)N_(4))、GON(Ge-on Si_(3)N_(4))等波导材料平台和SOPS(Si on Porous Si)、Undercut、Pedestal、Freestanding、Suspended、LOCOS(Local Oxidation of Silicon)以及等离子体结构等制造工艺平台的研究成果。迄今为止,多数单晶硅在MIR(Mid-Infrared)平台的传播损耗大约在0.7~3.0 dB·cm^(-1)。文中讨论并对比了不同类型波导的应用前景,为中红外硅基光波导的研发、应用和商业化提供了参考。 展开更多
关键词 中红外 硅光子学 无源器件 硅基光波导 绝缘体上硅 锗硅 传播损耗 工作波长
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基于Lasso-Huber的近红外光谱特征波长选择方法及应用
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作者 郭拓 徐凤捷 +1 位作者 马晋芳 肖环贤 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2024年第3期737-743,共7页
在近红外光谱(NIRS)波长筛选过程中,当变量数目远大于样本量时,特征波长的选择是一个极具挑战性的问题。Lasso与Elastic Net算法虽被用于大维小样本数据的变量选择,但二者均以最小平方误差作为损失函数的度量方法来选择特征变量。因此,... 在近红外光谱(NIRS)波长筛选过程中,当变量数目远大于样本量时,特征波长的选择是一个极具挑战性的问题。Lasso与Elastic Net算法虽被用于大维小样本数据的变量选择,但二者均以最小平方误差作为损失函数的度量方法来选择特征变量。因此,当样本中含有异常点时,经两种算法建立的模型对异常点更加敏感,导致模型向异常点偏移,鲁棒性降低。针对上述问题,采用Huber函数作为损失函数,提出了Lasso-Huber法进行近红外特征波长选择,结合偏最小二乘(PLS)方法建立安胎丸质控指标成分的定量校正模型,并与全波长建模、 Lasso与Elastic-Net方法波长选择后建模的模型性能进行对比。本实验采集21批安胎丸的近红外光谱数据共116条,其中101条数据作为校正集,采用留一交叉验证法对模型进行内部验证,另外15条数据则作为验证集用于外部验证。对于校正集中的异常光谱,使用基于主成分分析(PCA)的马氏距离法(MD)进行检测。以安胎丸的质控指标成分之一阿魏酸为例,采用Lasso、 Elastic-Net和Lasso-Huber方法分别筛选了安胎丸样品无异常光谱中69、 155和87个特征波长。其中Lasso-Huber法结合PLS建立的预测模型效果最佳,外部验证的RP2和SEP分别为0.953 1和0.058 7。此外,通过对校正集中是否包含异常光谱的校正模型预测性能对比发现,Lasso-Huber法在包含异常光谱的建模中更具优势。结果显示,Lasso-Huber算法优选出最佳波长点数为88,结合PLS建立的模型性能R_(v)^(2)为0.967 3,而Lasso方法的R_(v)^(2)为0.840 5, Elastic-Net方法的R_(v)^(2)为0.834 7,全波长建模的R_(v)^(2)为0.852 0。可见,在含有异常光谱的样本中,Lasso-Huber法不仅减少了特征波段的数量,同时降低了算法对异常光谱的敏感性,提高了模型的准确度和鲁棒性。从简化模型的角度上比较,Lasso法和Elastic-Net法的建模时间分别为61.826 0和79.959 9 s,而Lasso-Huber建模时间仅为1.360 8 s,因此,该算法更有望未来集成于实际生产应用的近红外光谱建模软件中。 展开更多
关键词 近红外光谱 波长选择 大维小样本 定量校正模型 Lasso-Huber
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Modulation of the cutoff wavelength in the spectra for solar selective absorbing coating based on high-entropy films 被引量:2
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作者 Ping Song Cong Wang +5 位作者 Jie Ren Ying Sun Yong Zhang Angélique Bousquet Thierry Sauvage Eric Tomasella 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2020年第10期1371-1378,共8页
This paper demonstrates an intrinsic modulation of the cutoff wavelength in the spectra for solar selective absorbing coating based on high-entropy films.The(NiCuCrFeSi)N((NCCFS)N)films were deposited by a magnetron s... This paper demonstrates an intrinsic modulation of the cutoff wavelength in the spectra for solar selective absorbing coating based on high-entropy films.The(NiCuCrFeSi)N((NCCFS)N)films were deposited by a magnetron sputtering system.Rutherford backscattering spectroscopy analysis confirms the uniform composition and good homogeneity of these high-entropy films.The real and imaginary parts of the permittivity for the(NCCFS)N material are calculated on the basis of the reflectance spectral fitting results.A redshift cutoff wavelength of the reflectance spectrum with increasing nitrogen gas flow rate exists because of the different levels of dispersion when changing nitrogen content.To realize significant solar absorption,the film surface was reconstituted to match its impedance with air by designing a pyramid nanostructure metasurface.Compared with the absorptance of the as-deposited films,the designed metasurface obtains a significant improvement in solar absorption with the absorptance increasing from 0.74 to 0.99.The metasurfaces also show low mid-infrared emissions with thermal emittance that can be as low as 0.06.These results demonstrate a new idea in the design of solar selective absorbing surface with controllable absorptance and low infrared emission for high-efficiency photo-thermal conversion. 展开更多
关键词 cutoff wavelength solar selective absorption infrared emission NANOSTRUCTURE high-entropy film
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Terahertz Generation Using Implanted InGaAs Photomixers and Multi-wavelength Quantum Dot Lasers 被引量:1
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作者 Y.Hou J.R.Liu +6 位作者 M.Buchanan A.J.Spring Thorpe P.J.Poole H.C.Liu Ke Wu Sjoerd Roorda X.P.Zhang 《Nano-Micro Letters》 SCIE EI CAS 2012年第1期10-13,共4页
We report on a study of terahertz(THz) generation using implanted In Ga As photomixers and multi-wavelength quantum dot lasers. We carry out In Ga As materials growth, optical characterization, device design and fabri... We report on a study of terahertz(THz) generation using implanted In Ga As photomixers and multi-wavelength quantum dot lasers. We carry out In Ga As materials growth, optical characterization, device design and fabrication, and photomixing experiments. This approach is capable of generating a comb of electromagnetic radiation from microwave to terahertz. For shortening photomixer carrier lifetime, we employ proton implantation into an epitaxial layer of lattice matched In Ga As grown on InP. Under a 1.55 μm multimode In GaAs/In GaAsP quantum dot laser excitation, a frequency comb with a constant frequency spacing of 50 GHz generated on the photomixer is measured, which corresponds to the beats of the laser longitudinal modes. The measurement is performed with a Fourier transform infrared spectrometer. This approach affords a convenient method to achieve a broadband multi-peak coherent THz source. 展开更多
关键词 Proton implanted In Ga As Trahertz Photomixer Multi-wavelength quantum dot laser Fourier transform infrared spectroscopy
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