[1] CHO N H. IDF diabetes atlas(eighth edition2017)[EB/OL].[2018-08-06]. https: //www.idf.org/e-library/welcome.html.

[2] DANAEI G,FINUCANE M M,LU Y,et al..National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 27 million participants[J]. The Lancet,2011,378(9785): 31-40.

[3] 陈玮,陈裕泉.非图案化法制备柔性连续葡萄糖监测传感器[J].分析化学,2016,44(4): 654-659.

    CHEN W,CHEN Y Q. Fabrication of flexible continuous glucose monitoring sensor by non-patterning method[J]. Chinese Journal of Analytical Chemistry,2016,44(4): 654-659.(in Chinese)

[4] 范一强,高峰,王玫,等.可穿戴式微流控芯片在体液检测和药物递送中的研究进展[J].分析化学,2017,45(3): 455-463.

    FAN Y Q,GAO F,WANG M,et al.. Recent development of wearable microfluidics applied in body fluid testing and drug delivery[J]. Chinese Journal of Analytical Chemistry,2017,45(3): 455-463.(in Chinese)

[5] LIU J,JIANG L Y,LIU H M,et al.. A bifunctional biosensor for subcutaneous glucose monitoring by reverse iontophoresis[J]. Journal of Electroanalytical Chemistry,2011,660(1): 8-13.

[6] PLEITEZ M,VON LILIENFELD-TOAL H,MNTELE W. Infrared spectroscopic analysis of human interstitial fluid in vitro and in vivo using FT-IR spectroscopy and pulsed quantum cascade lasers(QCL): establishing a new approach to non invasive glucose measurement[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy,2012,85(1): 61-65.

[7] BABA J S,CAMERON B D,COTE G L. Effect of temperature, pH, and corneal birefringence on polarimetric glucose monitoring in the eye[J]. Journal of Biomedical Optics,2002,7(3): 321-328.

[8] CAMERON B D,GORDE H W,SATHEESAN B,et al.. The use of polarized laser light through the eye for noninvasive glucose monitoring[J]. Diabetes Technology & Therapeutics,1999,1(2): 135-143.

[9] LARIN K V,ELEDRISI M S,MOTAMEDI M,et al.. Noninvasive blood glucose monitoring with optical coherence tomography: a pilot study in human subjects[J]. Diabetes Care,2002,25(12): 2263-2267.

[10] KURANOV R V,SAPOZHNIKOVA V V, PROUGH D S,et al..Prediction capability of optical coherence tomography for blood glucose concentration monitoring[J]. Journal of Diabetes Science and Technology,2007,1(4): 470-477.

[11] LARIN K V,MOTAMEDI M,ASHITKOV T V,et al.. Specificity of noninvasive blood glucose sensing using optical coherence tomography technique: a pilot study[J]. Physics in Medicine and Biology,2003,48(10): 1371-1390.

[12] HE R Y,WEI H J,GU H M,et al.. Effects of optical clearing agents on noninvasive blood glucose monitoring with optical coherence tomography: a pilot study[J]. Journal of Biomedical Optics,2012,17(10): 101513.

[13] MARUO K,OOTA T,TSURUGI M,et al.. Noninvasive near-infrared blood glucose monitoring using a calibration model built by a numerical simulation method: trial application to patients in an intensive care unit[J]. Applied Spectroscopy,2006,60(12): 1423-1431.

[14] RAMASAHAYAM S,ARORA L,CHOWDHURY S R,et al.. FPGA based system for blood glucose sensing using photoplethysmography and online motion artifact correction using adaline[C]. Proceedings of the 9th International Conference on Sensing Technology,IEEE,2015.

[15] MENDELSON Y,CLERMONT A C,PEURA R A,et al..Blood glucose measurement by multiple attenuated total reflection and infrared absorption spectroscopy[J]. IEEE Transactions on Biomedical Engineering,1990,37(5): 458-465.

[16] MEINKE M,MLLER G J,ALBRECHT H,et al.. Two-wavelength carbon dioxide laser application for in-vitro blood glucose measurements[J]. Journal of Biomedical Optics,2008,13(1): 014021.

[17] YU S L,LI D C,CHONG H,et al.. Continuous glucose determination using fiber-based tunable mid-infrared laser spectroscopy[J]. Optics and Lasers in Engineering,2014,55: 78-83.

[18] GOETZ M J,COT G L,ERCKENS R,et al.. Application of a multivariate technique to Raman spectra for quantification of body chemicals[J]. IEEE Transactions on Biomedical Engineering,1995,42(7): 728-731.

[19] ENEJDER A M K,SCECINA T G,OH J,et al..Raman spectroscopy for noninvasive glucose measurements[J]. Journal of Biomedical Optics,2005,10(3): 031114.

[20] RUSSELL R J,PISHKO M V,GEFRIDES C C,et al.. A fluorescence-based glucose biosensor using concanavalin a and dextran encapsulated in a poly(ethylene glycol) hydrogel[J]. Analytical Chemistry,1999,71(15): 3126-3132.

[21] BALLERSTADT R,EVANS C,GOWDA A,et al.. In vivo performance evaluation of a transdermal near-infrared fluorescence resonance energy transfer affinity sensor for continuous glucose monitoring[J]. Diabetes Technology & Therapeutics,2006,8(3): 296-311.

[22] REN ZH,LIU G D,HUANG ZH. Determination of glucose concentration based on pulsed laser induced photoacoustic technique and least square fitting algorithm[J]. Proceedings of SPIE,2015,9619: 96190M.

[23] ALAROUSU E,HAST J T,KINNUNEN M T,et al..Noninvasive glucose sensing in scattering media using OCT, PAS, and TOF techniques[J]. Proceedings of SPIE,2004,5474: 33-41.

[24] 陶曾,王敏.基于超声调制光信号技术无创检查葡萄糖浓度[J].科技资讯,2014,12(11): 20-21.

    TAO Z,WANG M. Noninvasive detection of glucose concentration based on ultrasound- modulated light signal technology[J]. Science & Technology Information,2014,12(11): 20-21.(in Chinese)

[25] SRIVASTAVA A,CHOWDHURY M K,SHARMA S,et al.. Measurement of glucose by using modulating ultrasound with optical technique in normal and diabetic human blood serum[C]. Proceedings of 2014 IEEE International Conference on Advances in Engineering & Technology Research,IEEE,2014.

[26] CHOWDHURY M K,SRIVASTAVA A,SHARMA N,et al..Noninvasive blood glucose measurement utilizing a newly designed system based on modulated ultrasound and infrared light[J]. International Journal of Diabetes in Developing Countries,2016,36(4): 439-448.

[27] MARCH W,ENGERMAN R,RABINOVITCH B. Optical monitor of glucose[J]. Transactions-American Society for Artificial Internal Organs,1979,25(1): 28-31.

[28] CHOU CH E,HAN CH Y,KUO W CH,et al..Noninvasive glucose monitoring in vivo with an optical heterodyne polarimeter[J]. Applied Optics,1998,37(16): 3553-3557.

[29] CAMERON B D,BABA J S,COT G L. Measurement of the glucose transport time delay between the blood and aqueous humor of the eye for the eventual development of a noninvasive glucose sensor[J]. Diabetes Technology & Therapeutics,2001,3(2): 201-207.

[30] PIRNSTILL C W,MALIK B H,GRESHAM V C,et al.. In vivo glucose monitoring using dual-wavelength polarimetry to overcome corneal birefringence in the presence of motion[J]. Diabetes Technology & Therapeutics,2012,14(9): 819-827.

[31] WAN Q J. Dual-wavelength polarimetry for monitoring glucose in the presence of varying birefringence[D]. College Station: Texas A&M University,2005.

[32] 王洪.基于偏振光原理的无创血糖测量技术及其实验研究[D].重庆: 第三军医大学,2009.

    WANG H. Non-invasive blood glucose measurement techniques based on the principle of polarized light and its experimental study[D]. Chongqing: Third Military Medical University,2009.(in Chinese)

[33] MALIK B H,COT G L. Real-time, closed-loop dual-wavelength optical polarimetry for glucose monitoring[J]. Journal of Biomedical Optics,2010,15(1): 017002.

[34] GRUNDEN D T,PIRNSTILL C W,COT G L. High-speed dual-wavelength optical polarimetry for glucose sensing[J]. Proceedings of SPIE,2014,8951: 895111.

[35] 余振芳.光学无创血糖检测技术研究[D].成都: 电子科技大学,2016.

    YU ZH F. Research on optical noninvasive glucose measurement technology[D]. Chengdu: University of Electronic Science and Technology of China,2016.(in Chinese)

[36] PHAN Q H,LO Y L. Stokes-Mueller matrix polarimetry system for glucose sensing[J]. Optics and Lasers in Engineering,2017,92: 120-128.

[37] 苏亚.光学相干层析无创血糖检测及其影响因素研究[D].天津: 天津大学,2014.

    SU Y. The studies of noninvasive blood glucose monitoring using optical coherence tomography and factors affecting its accuracy[D]. Tianjin: Tianjin University,2014.(in Chinese)

[38] 付磊,苏亚,李果华,等.广义极大似然估计在OCT无创血糖监测中的应用[J].激光与光电子学进展,2016,53(3): 031701.

    FU L,SU Y,LI G H,et al..Application of maximum likelihood type estimates in noninvasive blood glucose monitoring in vivo using optical coherence tomography[J]. Laser & Optoelectronics Progress,2016,53(3): 031701.(in Chinese)

[39] HUANG D,SWANSON E A,LIN C P,et al..Optical coherence tomography[J]. Science,1991,254(5035): 1178-1181.

[40] GHOSN M G,TUCHIN V V,LARIN K V. Nondestructive quantification of analyte diffusion in cornea and sclera using optical coherence tomography[J]. Investigative Ophthalmology & Visual Science,2007,48(6): 2726-2733.

[41] TUCHIN V V. Optical clearing of tissues and blood using the immersion method[J]. Journal of Physics D: Applied Physics,2005,38(15): 2497-2518.

[42] DE PRETTO L R,YOSHIMURA T M,RIBEIRO M S,et al.. Optical coherence tomography for blood glucose monitoring through signal attenuation[J]. Proceedings of SPIE,2016,9697: 96973F.

[43] 苏亚,孟卓,王龙志,等.光学相干层析无创血糖检测中相关性分析及标定[J].中国激光,2014,41(7): 0704002.

    SU Y,MENG ZH,WANG L ZH,et al.. Correlation analysis and calibration of noninvasive blood glucose monitoring in vivo with optical coherence tomography[J]. Chinese Journal of Lasers,2014,41(7): 0704002.(in Chinese)

[44] 苏亚,孟卓,于海民,等.OCT无创检测技术的人体血糖平衡延迟时间研究[J].激光技术,2015,39(1): 19-22.

    SU Y,MENG ZH,YU H M,et al..Study on blood glucose lag time in noninvasive measurement using optical coherence tomography[J]. Laser Technology,2015,39(1): 19-22.(in Chinese)

[45] DE PRETTO L R,YOSHIMURA T M,RIBEIRO M S,et al.. Optical coherence tomography for blood glucose monitoring in vitro through spatial and temporal approaches[J]. Journal of Biomedical Optics,2016,21(8): 086007.

[46] 刘蓉,徐可欣,陈文亮,等.光学无创血糖检测中的主要问题及研究进展[J].中国科学G辑: 物理学力学天文学,2007,37(S1): 124-131.

    LIU R,XU K X,CHEN W L,et al..Primal problem and research progress of optical non-invasive blood glucose detection[J]. Science in China Series G-Physics,Mechanics & Astronomy,2007,37(S1): 124-131.(in Chinese)

[47] 陈星旦,高静,丁海泉.论无创血糖监测的红外光谱方法[J].中国光学,2012,5(4): 317-326.

    CHEN X D,GAO J,DING H Q. Infrared spectroscopy for non-invasive blood glucose monitoring[J]. Chinese Optics,2012,5(4): 317-326.(in Chinese)

[48] CHEN J,ARNOLD M A,SMALL G W. Comparison of combination and first overtone spectral regions for near-infrared calibration models for glucose and other biomolecules in aqueous solutions[J]. Analytical Chemistry,2004,76(18): 5405-5413.

[49] HEISE H M,DAMM U,KONDEPATI V R. Reliable long-term continuous blood glucose monitoring for patients in critical care using microdialysis and infrared spectrometry[J]. Proceedings of SPIE,2006,6093: 609303.

[50] YAMAKOSHI K I,YAMAKOSHI Y. Pulse glucometry: a new approach for noninvasive blood glucose measurement using instantaneous differential near-infrared spectrophotometry[J]. Journal of Biomedical Optics,2006,11(5): 054028.

[51] LI G,WANG Y,LIN L,et al.. Dynamic spectrum: a brand-new non-invasive blood component measure method[C]. Proceedings of 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference,IEEE,2005: 1960-1963.

[52] WANG Y,LI G,LIN L,et al.. Study on the error in the dynamic spectrum method relative with the path length factor as a function of wavelength[C]. Proceedings of 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference,IEEE,2005: 6679-6682.

[53] 陈星旦.近红外光谱无创生化检验的可能性[J].光学 精密工程,2008,16(5): 759-763.

    CHEN X D. Possibility of noninvasive clinical biochemical examination by near infrared spectroscopy[J]. Opt. Precision Eng.,2008,16(5): 759-763.(in Chinese)

[54] 丁海泉,卢启鹏,王动民,等.近红外光谱无创血糖检测中有效信号提取方法的研究[J].光谱学与光谱分析,2010,30(1): 50-53.

    DING H Q,LU Q P,WANG D M,et al.. Research on the effective signal extraction in the noninvasive blood glucose sensing by near infrared spectroscopy[J]. Spectroscopy and Spectral Analysis,2010,30(1): 50-53.(in Chinese)

[55] 陈韵.近红外无创血糖测量—基准波长浮动基准法的研究[D].天津: 天津大学,2009.

    CHEN Y. Study on reference wavelength method for non-invasive blood glucose sensing with near infrared spectroscopy[D]. Tianjin: Tianjin University,2009.(in Chinese)

[56] HEISE T,NOSEK L,GABLE J,et al.. ICU glucose monitoring measured in plasma using mid-infrared spectroscopy[J]. Critical Care,2010,14(S1): P580.

[57] KINO S,OMORI S,KATAGIRI T,et al.. Hollow optical-fiber based infrared spectroscopy for measurement of blood glucose level by using multi-reflection prism[J]. Biomedical Optics Express,2016,7(2): 701-708.

[58] LIAKAT S,BORS K A,XU L,et al.. Noninvasive in vivo glucose sensing on human subjects using mid-infrared light[J]. Biomedical Optics Express,2014,5(7): 2397-2404.

[59] YOSHIOKA K,KINO S,MATSUURA Y. Noninvasive measurement of blood glucose level using mid-infrared quantum cascade lasers[J]. Proceedings of SPIE,2017,10251: 102511U.

[60] 李刚,周梅,吴红杰,等.无创人体血糖检测光学方法的研究现状与发展[J].光谱学与光谱分析,2010,30(10): 2744-2747.

    LI G,ZHOU M,WU H J,et al.. The research status and development of noninvasive glucose optical measurements[J]. Spectroscopy and Spectral Analysis,2010,30(10): 2744-2747.(in Chinese)

[61] SHIH W C,BECHTEL K L,REBEC M V. Noninvasive glucose sensing by transcutaneous Raman spectroscopy[J]. Journal of Biomedical Optics,2015,20(5): 051036.

[62] PANDEY R,PAIDI S K,VALDEZ T A,et al.. Noninvasive monitoring of blood glucose with Raman spectroscopy[J]. Accounts of Chemical Research,2017,50(2): 264-272.

[63] 凌明胜,钱志余,梁超英.血糖浓度荧光光谱检测研究[J].量子电子学报,2007,24(5): 635-639.

    LING M SH,QIAN ZH Y,LIANG CH Y. Research on blood glucose concentration monitoring by fluorescence spectrum[J]. Chinese Journal of Quantum Electronics,2007,24(5): 635-639.(in Chinese)

[64] SRINIVASAN G,CHEN J,PARISI J,et al..An injectable PEG-BSA-Coumarin-GOx hydrogel for fluorescence turn-on glucose detection[J]. Applied Biochemistry and Biotechnology,2015,177(5): 1115-1126.

[65] 李爱琴,郭唱,许苏英.高灵敏检测葡萄糖的新型荧光纳米传感器[J].分析化学,2017,45(6): 824-829.

    LI A Q,GUO CH,XU S Y. A novel fluorescence sensor for highly sensitive detection of glucose[J]. Chinese Journal of Analytical Chemistry,2017,45(6): 824-829.(in Chinese)

[66] FLOWER O J,BIRD S,MACKEN L,et al..Continuous intra-arterial blood glucose monitoring using quenched fluorescence sensing: a product development study[J]. Critical Care and Resuscitation,2014,16(1): 54-61.

[67] STRASMA P J,FINFER S,FLOWER O,et al..Use of an intravascular fluorescent continuous glucose sensor in ICU patients[J]. Journal of Diabetes Science and Technology,2015,9(4): 762-770.

[68] QUAN K M,CHRISTISON G B,MACKENZIE H A,et al.. Glucose determination by a pulsed photoacoustic technique: an experimental study using a gelatin-based tissue phantom[J]. Physics in Medicine & Biology,1993,38(12): 1911-1922.

[69] TAM A C. Applications of photoacoustic sensing techniques[J]. Reviews of Modern Physics,1986,58(2): 381-431.

[70] PATEL C K N,TAM A C. Pulsed optoacoustic spectroscopy of condensed matter[J]. Reviews of Modern Physics,1981,53(3): 517-550.

[71] NELSON E T,PATEL C K N. Response of piezoelectric transducers used in pulsed optoacoustic spectroscopy[J]. Optics Letters,1981,6(7): 354-356.

[72] NAMITA T,SATO M,KONDO K,et al.. Evaluation of blood glucose concentration measurement using photoacoustic spectroscopy in near-infrared region[J]. Proceedings of SPIE,2017,10064: 100645A.

[73] 石小巍,肖啸.基于光声效应的无创血糖检测仪的研究[J].红外,2009,30(1): 20-23.

    SHI X W,XIAO X. Research on noninvasive blood glucose detector based on optoacoustic effect[J]. Infrared,2009,30(1): 20-23.(in Chinese)

[74] PAI P P,SANKI P K,SARANGI S,et al.. Modelling, verification, and calibration of a photoacoustics based continuous non-invasive blood glucose monitoring system[J]. Review of Scientific Instruments,2015,86(6): 064901.

[75] REN ZH,LIU G D,HUANG ZH,et al.. Laser-induced photoacoustic glucose spectrum denoising using an improved wavelet threshold translation-invariant algorithm[J]. Proceedings of SPIE,2009,7382: 73822R.

[76] 谭毅,李长辉.成像深度对光声层析成像的影响[J].中国光学,2016,9(5): 515-522.

    TAN Y,LI CH H. Influence of imaging depth on photoacoustic tomography[J]. Chinese Optics,2016,9(5): 515-522.(in Chinese)

[77] ZHU L L,LI H,CAI J L,et al.. Propagation of diffused light modulated by a focused ultrasound in scattering media[J]. Proceedings of SPIE,2006,6047: 60470B.

[78] 王姝蕾.无创血糖近红外光谱信号检测与处理技术研究[D].北京: 北京邮电大学2018: 47-50.

    WANG SH L. Research on the technology of noninvasive blood glucose near-infrared spectroscopy signal detection and processing[D]. Beijing: Beijing University of Posts and Telecommunications,2018: 47-50.(in Chinese)

[79] SHAW R A,KOTOWICH S,LEROUX M,et al..Multianalyte serum analysis using mid-infrared spectroscopy[J]. Annals of Clinical Biochemistry: International Journal of Laboratory Medicine,1998,35(5): 624-632.

[80] SHEN Y C,DAVIES A G,LINFIELD E H,et al.. The use of fourier-transform infrared spectroscopy for the quantitative determination of glucose concentration in whole blood[J]. Physics in Medicine and Biology,2003,48(13): 2023-2032.

[81] KINO S,OMORI S,MATSUURA Y. Blood glucose measurement in vivo using hollow-fiber based, mid-infrared ATR probe with multi-reflection prism[J]. Proceedings of SPIE,2016,9702: 970209.

[82] 任重,刘国栋,黄振.基于可调谐脉冲激发的血糖浓度光声无损检测研究[J].中国激光,2016,43(2): 0204001.

    REN ZH,LIU G D,HUANG ZH. Study on photoacoustic noninvasive detection for blood glucose concentration based on tunable pulsed laser[J]. Chinese Journal of Lasers,2016,43(2): 0204001.(in Chinese)

[83] PLEITEZ M A,LIEBLEIN T,BAUER A,et al.. In vivo noninvasive monitoring of glucose concentration in human epidermis by mid-infrared pulsed photoacousticspectroscopy[J]. Analytical Chemistry,2013,85(2): 1013-1020.