journal article·2026-08

High-sensitivity polarization-insensitive near-infrared metamaterial resonant absorber based on the Cole–Cole dielectric model for non-invasive glucose monitoring

Harshmani Yadav, Rajesh Yadav, Hina Yadav

Applied Physics A· Volume 132· Issue 8
Publisher page

Abstract

No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.

Source: Not provided · Quality: missing

Research context

OpenAlex topics: Microwave and Dielectric Measurement Techniques · Metamaterials and Metasurfaces Applications · Terahertz technology and applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (74)

Show source-provided references
1. C.D. Deshmukh, A. Jain, B. Nahata, Diabetes mellitus: a review. Int. J. Pure Appl. Biosci 3(3), 224–230 (2015)
2. J. Liang, Y. He, C. Huang, F. Ji, X. Zhou, Y. Yin, The regulation of selenoproteins in diabetes: a new way to treat diabetes. Curr. Pharm. Des. 30(20), 1541–1547 (2024)10.2174/0113816128302667240422110226 ↗
3. W. Mi, Y. Xia, Y. Bian, The influence of ICAM1 rs5498 on diabetes mellitus risk: evidence from a meta-analysis. Inflamm. Res. 68(4), 275–284 (2019)10.1007/s00011-019-01220-4 ↗
4. X. Chen, C. Chen, C. Ma, W. Kang, J. Wu, X. Fu, Dendrobium officinale polysaccharide attenuates type 2 diabetes in mice model by modulating gut microbiota and alleviating intestinal mucosal barrier damage. Food Sci. Human Wellness 14(1), 9250007 (2025)10.26599/FSHW.2024.9250007 ↗
5. W. Xujiu, Z. Li, Protein tyrosine phosphatase 1B protein macromolecule combined with aerobic exercise intervention on lipid metabolism in type II diabetes patients. Archives of physiology and biochemistry, 1–9. Adv. Online Pub. (2026). https://doi.org/10.1080/13813455.2026.262818710.1080/13813455.2026.2628187 ↗
6. T. Li, J. Bu, Y. Yang, S. Zhong, A smartphone-assisted one-step bicolor colorimetric detection of glucose in neutral environment based on molecularly imprinted polymer nanozymes. Talanta 267, 125256 (2024)10.1016/j.talanta.2023.125256 ↗
7. N. Ahmadian, A. Manickavasagan, A. Ali, Comparative assessment of blood glucose monitoring techniques: a review. J. Med. Eng. Technol. 47(2), 121–130 (2023)10.1080/03091902.2022.2100496 ↗
8. U.E. Makris, R.C. Abrams, B. Gurland, M.C. Reid, Management of persistent pain in the older patient: a clinical review. JAMA 312(8), 825–836 (2014)10.1001/jama.2014.9405 ↗
9. R.J. McNamara, L.L.Y. Tsai, S.L. Wootton, L.C. Ng, M.T. Dale, Z.J. McKeough, J.A. Alison, Measurement of daily physical activity using the SenseWear Armband: Compliance, comfort, adverse side effects and usability. Chron. Respir. Dis. 13(2), 144–154 (2016)10.1177/1479972316631138 ↗
10. T. N. Gia, M. Ali, I. B . Dhaou, A. M. Rahmani, T. Westerlund, P. Liljeberg, & H. Tenhunen, IoT-based continuous glucose monitoring system: A feasibility study. Procedia Computer Science, 109, 327–334. (2017)10.1016/j.procs.2017.05.359 ↗
11. W. Villena Gonzales, A.T. Mobashsher, A. Abbosh, The progress of glucose monitoring—a review of invasive to minimally and non-invasive techniques, devices and sensors. Sensors 19(4), 800 (2019)10.3390/s19040800 ↗
12. J.B. Jedlicki, D. Tellbach, B. Subirana, Metal particle detection methods and their use for freeze-dried vaccine inspection: A review. IEEE Sens. J. 24(1), 40–62 (2023)10.1109/JSEN.2023.3324278 ↗
13. C. Origlia, D.O. Rodriguez-Duarte, J.A. Tobon Vasquez, J.C. Bolomey, F. Vipiana, Review of microwave near-field sensing and imaging devices in medical applications. Sensors 24(14), 4515 (2024)10.3390/s24144515 ↗
14. P. Barik, M. Pradhan, Selectivity in trace gas sensing: recent developments, challenges, and future perspectives. Analyst 147(6), 1024–1054 (2022)10.1039/D1AN02070F ↗
15. J.A. Dixon, Non-invasive optical methods for the detection of blood analytes in the near infrared spectrum (Doctoral dissertation, University of Canterbury). (2025)
16. N. Wright, Application of infrared spectroscopy to industrial research. Industrial & Engineering Chemistry Analytical Edition, 13(1), 1-8. (1941)10.1021/i560089a001 ↗
17. O.S. Khalil, Spectroscopic and clinical aspects of noninvasive glucose measurements. Clin. Chem. 45(2), 165–177 (1999)10.1093/clinchem/45.2.165 ↗
18. R. Vitorino, A.S. Barros, S. Guedes, D.C. Caixeta, R. Sabino-Silva, Diagnostic and monitoring applications using near infrared (NIR) spectroscopy in cancer and other diseases. Photodiagnosis Photodyn. Ther. 42, 103633 (2023)10.1016/j.pdpdt.2023.103633 ↗
19. S.A. Khan, N.Z. Khan, Y. Xie, M.T. Abbas, M. Rauf, I. Mehmood, J. Zhu, Optical sensing by metamaterials and metasurfaces: from physics to biomolecule detection. Adv. Opt. Mater. 10(18), 2200500 (2022)10.1002/adom.202200500 ↗
20. H. Yadav, R. Yadav, H. Yadav, M. Rai, A. Kumar, Ultra-wideband THz metamaterial absorber based on a 2× 2 array of vanadium dioxide nested rings featuring unity absorption and tunable performance for 6G applications. Micro. Nanostr. 208425 (2025)10.1016/j.micrna.2025.208425 ↗
21. G.L. Coté, R.M. Lec, M.V. Pishko, Emerging biomedical sensing technologies and their applications. IEEE Sens. J. 3(3), 251–266 (2003)10.1109/JSEN.2003.814656 ↗
22. B. Tlili, N.R. Rishani, M. Malaeb, Non-invasive glucose detection using a triple-pole CSRR sensor. In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA). IEEE, pp. 663–665 (2023)10.1109/CAMA57522.2023.10352899 ↗
23. R.M. Munir, M. Asif, B. Asrafali, M.Z. Riaz, X. Li, Design and optimization of Graphene-Based Terahertz metamaterial absorber and refractive index sensing applications. Opt. Laser Technol. 194, 114372 (2026)10.1016/j.optlastec.2025.114372 ↗
24. K.K. Karnati, Y. Yusuf, S. Ebadi, X. Gong, Q Factor analysis of reflect array elements investigating the effects from angle of incidence using floquet modes. IEEE Trans. Antennas Propag. 62(10), 5017–5028 (2014)10.1109/TAP.2014.2340896 ↗
25. R. Yadav, A. Verma, N.S. Raghava, A dual-band graphene-based Yagi-Uda antenna with evaluation of transverse magnetic mode for THz applications. Superlattices Microstruct. 154, 106881 (2021)10.1016/j.spmi.2021.106881 ↗
26. R. Yadav, S. Gotra, V.S. Pandey, S. Kumar, Graphene based two-port MIMO Yagi-Uda antenna for THz applications. Micro Nanostr. 181, 207616 (2023)10.1016/j.micrna.2023.207616 ↗
27. R. Yadav, V.S. Pandey, S. Kumar, A pattern reconfigurable graphene-based Yagi-Uda antenna with TM01δ mode generation for THz applications. J. Mater. Sci. Mater. Electron. 32(5), 5325–5338 (2021)10.1007/s10854-020-05160-2 ↗
28. R. Yadav, V.S. Pandey, S. Kumar, S. Gotra, Beam steered graphene-based Yagi-Uda array antenna with a transverse magnetic to hybrid mode conversion approach. J. Opt. Soc. Am. A 39(10), 1749–1759 (2022)10.1364/JOSAA.460256 ↗
29. R. Yadav, V.S. Pandey, P. Verma, Nano-scaled graphene plasmonic-based vanadium dioxide Yagi-Uda array MIMO antenna for terahertz applications. Plasmonics 19(6), 3345–3358 (2024)10.1007/s11468-024-02239-y ↗
30. R. Yadav, A. Judice, V.S. Pandey, Dual-substrate graphene THz antenna design for advanced sensing applications. J. Opt. 1–11 (2024)10.1007/s12596-024-02425-5 ↗
31. R. Yadav, S. Gotra, V.S. Pandey, A.K. Sharma, P. Verma, An analytical and mode mapping approach using machine learning for optimizing hybrid material-based THz antenna with surface plasmon polaritons. IEEE Trans. Plasma Sci. (2025). https://doi.org/10.1109/tps.2025.353428910.1109/tps.2025.3534289 ↗
32. R. Yadav, H. Mann, V.S. Pandey, P. Verma, Surface plasmon polaritons in graphene material–based reconfigurable antennas for advanced environmental monitoring applications. Plasmonics 20(4), 2013–2028 (2025)
33. R. Yadav, V.S. Pandey, S. Kumar, S. Gotra, Obtaining wide bandwidth with higher-order TM modes merging in a graphene-based logarithmic antenna for THz sensing applications. Micro Nanostr. 169, 207344 (2022)10.1016/j.micrna.2022.207344 ↗
34. R. Yadav, H. Mann, V.S. Pandey, Graphene and vanadium dioxide-based planar antenna with generation of higher-order transverse magnetic mode for terahertz applications. J. Opt. Microsyst. 5(1), 014501–014501 (2025)10.1117/1.JOM.5.1.014501 ↗
35. H. Mann, R. Yadav, V.S. Pandey, M. Bharti, Analytical investigation of graphene and vanadium dioxide-based circularly polarized wideband antenna for defence surveillance applications. SILICON 18(2), 567–581 (2026)10.1007/s12633-025-03558-3 ↗
36. R. Yadav, V.S. Pandey, M. Kumar, A.K. Singh, A. Judice, Plasma-coupled graphene antennas with surface plasmon polariton modes for performance optimization in terahertz wireless body area networks. IEEE Trans. Plasma Sci. 54(1), 327–344 (2025)10.1109/TPS.2025.3638710 ↗
37. S. Liu, S. Chen, L. Tian, Q. He, X. Wang, F. Lu, Y. Ning, A graphene-oxide-based fluorometric assay for norA gene transcription in MRSA using Nb. BbvCI-assisted target recycling and T7 exonuclease-triggered cascade dual recycling signal amplification. Talanta 259, 124549 (2023)10.1016/j.talanta.2023.124549 ↗
38. J. Yi, W. Xiao, G. Li, P. Wu, Y. He, C. Chen, T. Kai, The research of aptamer biosensor technologies for detection of microorganism. Appl. Microbiol. Biotechnol. 104(23), 9877–9890 (2020)10.1007/s00253-020-10940-1 ↗
39. X. Chen, C. Chen, X. Tian, L. He, E. Zuo, P. Liu, X. Lv, DBAN: an improved dual branch attention network combined with serum Raman spectroscopy for diagnosis of diabetic kidney disease. Talanta 266, 125052 (2024)10.1016/j.talanta.2023.125052 ↗
40. Z. Ren, S. Niu, A. Lv, X. Liu, W. Mu, T. Liu, Q. Wang, Bioinspired photothermal superhydrophobic metamaterial with structured micro-nano crystal arrays for anti-/de-icing. Adv. Mater. 38(6), e16655 (2026)10.1002/adma.202516655 ↗
41. Z. Ren, S. Li, A. Cao, S. Niu, X. Liu, W. Mu, Q. Wang, Optical valve plasmonic metamaterial for infrared–visible compatible stealth and selective absorption. Mater. Today. 92, 377–386 (2025)10.1016/j.mattod.2025.12.021 ↗
42. Z. Kang, S. Zhu, S. Wang, Z. Xiang, Z. Deng, X. Tong, Y. Zhang, Precision-engineered Co-N4− x-C x single atoms enhance potential-resolved Ru (bpy) 32+ electrochemiluminescence via reactive oxygen species. Research. 8, 0842 (2025)10.34133/research.0842 ↗
43. M. Shan, Y. Li, L. Wei, W. Li, F. Zhao, F. Wang, J. Mao, A self-locking conductive cardiac patch for immediate electrical integration with infarcted rat myocardium. Bioact. Mater. 56, 623–640 (2026)10.1016/j.bioactmat.2025.10.045 ↗
44. Q. Wang, S. Feng, L. Zhong, Y. Zhou, J. Liu, H. Liu, Q. Zhu, Polydopamine-functionalized cellulose nanofibrils with Ag deposition for robust poly (vinyl alcohol) hydrogel strain sensor. Int. J. Biol. Macromolec. 347,150776 (2026)10.1016/j.ijbiomac.2026.150776 ↗
45. X. Chen, C. Chen, X. Fu, Hypoglycemic effect of the polysaccharides from Astragalus membranaceus on type 2 diabetic mice based on the “gut microbiota–mucosal barrier.” Food Funct. 13(19), 10121–10133 (2022)10.1039/D2FO02300H ↗
46. K.K. Karnati, X. Gong, Effects from angle of incidence on reflection properties of reflectarray elements. In 2014 IEEE Antennas and Propagation Society International Symposium (APSURSI). IEEE, pp. 807–808 (2014)10.1109/APS.2014.6904732 ↗
47. L. Yu, L. Hao, T. Meiqiong, H. Jiaoqi, L. Wei, D. Jinying, ... & Z. Yang, The medical application of terahertz technology in non-invasive detection of cells and tissues: opportunities and challenges. RSC advances, 9(17), 9354–9363 (2019)10.1039/C8RA10605C ↗
48. S. Helal, H. Sarieddeen, H. Dahrouj, T. Y. Al-Naffouri, & M. S. Alouini, Signal processing and machine learning techniques for terahertz sensing: An overview. IEEE Signal Processing Magazine, 39(5), 42-62 (2022)10.1109/MSP.2022.3183808 ↗
49. A.M. Shrivastav, L. Satish, A. Kushmaro, V. Shvalya, U. Cvelbar, I. Abdulhalim, Engineering the penetration depth of nearly guided wave surface plasmon resonance towards application in bacterial cells monitoring. Sens. Actuators B Chem. 345, 130338 (2021)10.1016/j.snb.2021.130338 ↗
50. S.K. Srivastava, I. Abdulhalim, Self-referenced sensor utilizing extra-ordinary optical transmission from metal nanoslits array. Opt. Lett. 40(10), 2425–2428 (2015)10.1364/OL.40.002425 ↗
51. M. Abutoama, I. Abdulhalim, Angular and intensity modes self-referenced refractive index sensor based on thin dielectric grating combined with thin metal film. IEEE J. Sel. Top. Quantum Electron. 23(2), 72–80 (2016)10.1109/JSTQE.2016.2520878 ↗
52. R.R. Ernst, Sensitivity enhancement in magnetic resonance. I. Analysis of the method of time averaging. Rev. Sci. Instrum. 36(12), 1689–1695 (1965)10.1063/1.1719443 ↗
53. Y. Yao, Z. Liao, Z. Liu, X. Liu, J. Zhou, G. Liu, J. Wang, Recent progresses on metamaterials for optical absorption and sensing: A review. J. Phys. D: Appl. Phys. 54(11), 113002 (2021)10.1088/1361-6463/abccf0 ↗
54. D. Deslandes, K. Wu, Accurate modelling, wave mechanisms, and design considerations of a substrate integrated waveguide. IEEE Trans. Microw. Theory Tech. 54(6), 2516–2526 (2006)10.1109/TMTT.2006.875807 ↗
55. H. Yadav, R. Yadav, Y. Goswami, M. Rai, A. Kumar, Dielectric resonator-based tunable circularly polarized THz MIMO antenna with split ring resonator for isolation control method. J. Opt. 28(1), 015001 (2026)10.1088/2040-8986/ae2933 ↗
56. R. Yadav, S. Gotra, V.S. Pandey, S. Kumar, A.K. Sharma, Benzene structure-based circularly polarized beam reconfigurable antenna for microwave imaging-based biomedical applications. IEEE Trans. Plasma Sci. 53(8), 1886–1895 (2025)10.1109/TPS.2025.3578463 ↗
57. T.Y. Lin, Y.C. Huang, T.L. Wu, Novel absorptive balanced bandpass filters using resistive loaded transmission lines. IEEE Trans. Compon. Packag. Manuf. Technol. 9(4), 745–753 (2018)10.1109/TCPMT.2018.2861428 ↗
58. S.E. Kocabas, G. Veronis, D.A. Miller, S. Fan, Transmission line and equivalent circuit models for plasmonic waveguide components. IEEE J. Sel. Top. Quantum Electron. 14(6), 1462–1472 (2008)10.1109/JSTQE.2008.924431 ↗
59. J.D. Johansson, Spectroscopic method for determination of the absorption coefficient in brain tissue. J. Biomed. Opt. 15(5), 057005–057005 (2010)10.1117/1.3495719 ↗
60. J. Zhang, J. Lou, Z. Wang, J. Liang, X. Zhao, Y. Huang, G. Hu, Photon‐Induced ultrafast multitemporal programming of terahertz metadevices. Adv. Mater. 37(7), 2410671 (2025)10.1002/adma.202410671 ↗
61. B.G. Page, J.J. Young, A. Agarwal, X. Guo, J. Hardwicke, E. Pickwell-MacPherson, Multi-layered model for simulating the in vivo terahertz response of human skin. Biomed. Opt. Express 16(12), 5197–5209 (2025)10.1364/BOE.579637 ↗
62. F. Shen, J. Qin, Z. Han, Planar antenna array as a highly sensitive terahertz sensor. Appl. Opt. 58(3), 540–544 (2019)10.1364/AO.58.000540 ↗
63. M. Islam, S.J.M. Rao, G. Kumar, B.P. Pal, D. Roy Chowdhury, Role of resonance modes on terahertz metamaterials based thin film sensors. Sci. Rep. 7(1), 7355 (2017)10.1038/s41598-017-07720-9 ↗
64. R. Yahiaoui, A.C. Strikwerda, P.U. Jepsen, Terahertz plasmonic structure with enhanced sensing capabilities. IEEE Sens. J. 16(8), 2484–2488 (2016)10.1109/JSEN.2016.2521708 ↗
65. K. Meng, S.J. Park, A.D. Burnett, T. Gill, C.D. Wood, M. Rosamond, J.E. Cunningham, Increasing the sensitivity of terahertz split ring resonator metamaterials for dielectric sensing by localized substrate etching. Optics Expr. 27(16), 23164–23172 (2019)10.1364/OE.27.023164 ↗
66. L. Cong, S. Tan, R. Yahiaoui, F. Yan, W. Zhang, R. Singh, Experimental demonstration of ultrasensitive sensing with terahertz metamaterial absorbers: A comparison with the metasurfaces. Appl. Phys. Lett. 106(3) (2015)10.1063/1.4906109 ↗
67. I. Al-Naib, Biomedical sensing with conductively coupled terahertz metamaterial resonators. IEEE J. Sel. Top. Quantum Electron. 23(4), 1–5 (2016)10.1109/JSTQE.2016.2629665 ↗
68. Q. Xie, G.X. Dong, B.X. Wang, W.Q. Huang, High-Q Fano resonance in terahertz frequency based on an asymmetric metamaterial resonator. Nanoscale Res. Lett. 13(1), 294 (2018)10.1186/s11671-018-2677-0 ↗
69. E. Manikandan, K.A. Karthigeyan, A. Arivarasi, E. Papanasam, High-Q and FOM dual-band polarization dependent ultra-narrowband terahertz metamaterial sensor. IEEE Photonics J. 15(1), 1–6 (2023)10.1109/JPHOT.2023.3234074 ↗
70. A.S. Saadeldin, M.F.O. Hameed, E.M. Elkaramany, S.S. Obayya, Highly sensitive terahertz metamaterial sensor. IEEE Sens. J. 19(18), 7993–7999 (2019)10.1109/JSEN.2019.2918214 ↗
71. O. Alsalman, J. Wekalao, U. Arun Kumar, D. Agravat, J. Parmar, S.K. Patel, Design of split ring resonator graphene metasurface sensor for efficient detection of brain tumor. Plasmonics 19(1), 523–532 (2024)10.1007/s11468-023-02002-9 ↗
72. A. Mohanty, O.P. Acharya, B. Appasani, S.K. Mohapatra, M.S. Khan, Design of a novel terahertz metamaterial absorber for sensing applications. IEEE Sens. J. 21(20), 22688–22694 (2021)10.1109/JSEN.2021.3109158 ↗
73. S. Seyyedmasoumian, A. Attariabad, A. Pourziad, M. Bemani, Refractive index biosensor using metamaterial perfect absorber based on graphene in near-infrared for disease diagnosis. IEEE Sens. J. 22(15), 14870–14877 (2022)10.1109/JSEN.2022.3187011 ↗
74. A. Veeraselvam, G.N.A. Mohammed, K. Savarimuthu, R. Sankararajan, A novel multi-band biomedical sensor for THz regime. Opt. Quant. Electron. 53(7), 354 (2021)10.1007/s11082-021-03024-5 ↗