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Journal of Computational Electronics

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14-02-2024

Design of a MIM sensor using an optical resonator and GMDH algorithm for high efficiency applications

Authors: Seyed Abed Zonouri, Mohsen Hayati

Published in: Journal of Computational Electronics | Issue 2/2024

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Abstract

This paper presents the design and simulation of an optical sensor using a metal–insulator-metal (MIM) configuration, employing the finite difference time domain method to analyze the structure of the proposed sensor. The present study investigates the influence of both geometric and physical parameters of a designed resonator on the light transmission rate of the suggested sensor. Through the simulation of a rake-shaped resonator within the 600–2000 nm wavelength spectrum, we assess the repercussions of varying its geometric configuration. To optimize the sensor design, we integrated the group method of data handling neural network algorithm. Our results reveal an optimal design incorporating a resonator height of 80 nm and an assembly of three such resonators, achieving an excellent operational spectrum for the wavelength of the sensor, accompanied by a remarkable sensitivity of 2587.87 nm per refractive index unit. Additionally, by increasing the width of the resonator, it was observed that the wavelength of the resonance in the transmission rate shifted to longer wavelengths, which expands the application of the proposed MIM sensor. This finding underscores the potential for deploying the sensor in diverse applications.

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Vasavi, B., Bhargava, Ch., Hemanth Chowdary, K.: Optical computing alternative for high speed interconnectivity and storage. Int. J. Inf. Commun. Technol. 2, 2 (2012)

Wang, Y., Huo, Y., Cui, P., Song, M., Zhao, C., Liao, Z., Xie, Y.: Ultrahigh FOM and multiple Fano resonances in MIM waveguide systems with half-ring and rectangular cavities. J. Comput. Electr. 22(3), 839–848 (2023). https://doi.org/10.1007/s10825-023-02022-yCrossRef

Zonouri, S.A., Hayati, M.: A compact graphene-based dual-band band-stop filter using new hook-shaped resonator for THz applications. Mater. Sci. Semicond. Process. 153, 107150 (2023). https://doi.org/10.1016/j.mssp.2022.107150CrossRef

Sahoo, M.K., Rani, M.T., Patnaik, D., Palai, G. Detection of water content in biological tissues using a He-Ne laser and a one-dimensional (1-D) photonic waveguide. Lasers Eng. 55‏ (2023)

Swain, K., Shanmugavadivu, N., Vasudevan, B., Sahu, S., Palai, G. Realization of coronavirus testing kit using a combination of a triangular photonic crystal (PhC) structure and a 412 nm laser beam. Lasers Eng. 54‏ (2023)

Basri, R., Dhasarathan, V., Palai, G., Alam, M.K., Ganji, K.K., Munisekhar, M.S., Nagarajappa, A.K.: A versatile study on neuron deformation of brain through photonic structure. Alex. Eng. J. 71, 339–346 (2023). https://doi.org/10.1016/j.aej.2023.03.058CrossRef

Palai, G., Tripathy, S.K., Muduli, N., Patnaik, D., Patnaik, S.K.: A novel method to measure the strength of CygelTM by using two dimensional photonic crystal struct ures. AIP Conf. Proc. 1461, 383–386 (2012)CrossRef

Hocini, A., Ben Salah, H., Temmar, M.N.E.: Ultra-high-sensitive sensor based on a metal–insulator–metal waveguide coupled with cross cavity. J. Comput. Electron. 20(3), 1354–1362 (2021). https://doi.org/10.1007/s10825-021-01706-7CrossRef

Barnes, W.L., Dereux, A., Ebbesen, T.W.: Surface plasmon subwavelength optics. Nature 424(6950), 824–830 (2003)CrossRef

10.

Sahu, S.K., Sahu, S., Mishra, C.S., Palai, G.: Analysis of reflected frequency band of metamaterial grating at THz frequency: a future application of filter. Optik 127(10), 4547–4550 (2016)CrossRef

11.

Faghani, A.A., Rafiee, Z., Amanzadeh, H., Yaghoubi, E., Yaghoubi, E.: Tunable band-pass plasmonic filter and wavelength triple-channel demultiplexer based on square nanodisk resonator in MIM waveguide. Optik 257, 168824 (2022). https://doi.org/10.1016/j.ijleo.2022.168824CrossRef

12.

Wang, T.B., Wen, X.W., Yin, C.P., Wang, H.Z.: The transmission characteristics of surface plasmon polaritons in ring resonator. Opt. Express 17(26), 24096–24101 (2009). https://doi.org/10.1364/OE.17.024096CrossRef

13.

Chai, J., Xie, Y., Zhang, L., Ye, Y., Liu, B., Jiang, X., Tan, J.: A novel plasmonic device: Filtering and switching functions with quasi-rectangular spectrum based on dual Fano resonances. Optics Laser Technol. 157, 108692 (2023). https://doi.org/10.1016/j.optlastec.2022.108692CrossRef

14.

Zhou, C., Huo, Y., Guo, Y., Niu, Q.: Tunable multiple fano resonances and stable plasmonic band-stop filter based on a metal-insulator-metal waveguide. Plasmonics 16(5), 1735–1743 (2021). https://doi.org/10.1007/s11468-021-01437-2CrossRef

15.

Chao, C.T.C., Chau, Y.F.C., Kooh, M.R.R., Lim, C.M., Thotagamuge, R., Chiang, H.P.: Ultrawide bandstop filter with high sensitivity using semi-circular-like resonators. Mater. Sci. Semicond. Process. 151, 106985 (2022). https://doi.org/10.1016/j.mssp.2022.106985CrossRef

16.

Abbaszadeh-Azar, O., Abedi, K.: A wavelength demultiplexing structure based on the multi-teeth-shaped plasmonic waveguide structure. Plasmonics 15, 1403–1409 (2020). https://doi.org/10.1007/s11468-020-01149-zCrossRef

17.

Abderrahmane, I., Hadjira, B., Mehadji, A., Bachir, R.: High performance single mode plasmonic filter and efficient wavelength demultiplexing based on nanodisk resonators. Opt. Quant. Electron. 55(5), 413 (2023). https://doi.org/10.1007/s11082-023-04673-4CrossRef

18.

Tian, M., Lu, P., Chen, L., Liu, D., Peyghambarian, N.: Plasmonic Bragg reflectors based on metal-embedded MIM structure. Optics Commun. 285(24), 5122–5127 (2012). https://doi.org/10.1016/j.optcom.2012.07.072CrossRef

19.

Butt, M.A., Khonina, S.N., Kazanskiy, N.L.: A compact design of a modified Bragg grating filter based on a metal-insulator-metal waveguide for filtering and temperature sensing applications. Optik 251, 168466 (2022). https://doi.org/10.1016/j.ijleo.2021.168466CrossRef

20.

Zheng, G.G., Xu, L.H., Liu, Y.Z., Su, W.: Optical filter and sensor based on plasmonic-gap-waveguide coupled with T-shaped resonators. Optik 126(23), 4056–4060 (2015). https://doi.org/10.1016/j.ijleo.2015.07.206CrossRef

21.

Zavvari, M., Azar, T.H., et al.: Tunable band-stop plasmonic filter based on square ring resonators in a metal-insulator-metal structure. J. Mod. Opt. 64(20), 2221–2227 (2017). https://doi.org/10.1080/09500340.2017.1349195CrossRef

22.

Zegaar, I., Hocini, A., Harhouz, A., Khedrouche, D., Salah, H.B.: An ultra-wideband bandstop plasmonic filter in mid-infrared band based on metal-insulator-metal waveguide coupled with an hexagonal resonator. J. Optics (2023). https://doi.org/10.1080/09500340.2017.1349195CrossRef

23.

Cui, P., Huo, Y., Zhang, Z., Wang, Y., Song, M., Zhao, C., Liao, Z.: Band-stop filter and narrow band-pass filter based on metal-insulator-metal waveguide. Micro Nanostruct. (2023). https://doi.org/10.1016/j.micrna.2022.207503CrossRef

24.

Li, Z., Liu, J., Feng, L., Pan, Y., Tang, J., Li, H., Liu, W.: Monolithic MOF-based metal–insulator–metal resonator for filtering and sensing. Nano Lett. (2023). https://doi.org/10.1021/acs.nanolett.2c04428CrossRef

25.

Kamari, M., Khosravi, S., Hayati, M.: Ultra-wide bandstop infrared MIM filter using aperture coupled square cavities. Phys. Scr. 98(1), 015509 (2022). https://doi.org/10.1088/1402-4896/aca43dCrossRef

26.

Fan, H., Tian, J., Yang, R.: Study of Fano resonance and its application in MIM waveguide using a k-shaped resonator. Opt. Quant. Electron. 55(1), 75 (2023). https://doi.org/10.1007/s11082-022-04297-0CrossRef

27.

Kunz, K.S., Luebbers, R.J.: The finite difference time domain method for electromagnetics. CRC Press (1993)

28.

Taflove, A., Hagness, S.C., Piket-May, M.: Computational electromagnetics: the finite-difference time-domain method. Electr. Eng. Handbook 3(629–670), 15 (2005)

29.

Liu, B., Liu, Y.-F., Li, S.-J., He, X.-D.: Rotation and conversion of transmission mode based on a rotatable elliptical core ring resonator. Optics Commun. 369, 44–49 (2016). https://doi.org/10.1016/j.optcom.2016.02.033CrossRef

30.

Mulashani, A.K., Shen, C., Nkurlu, B.M., Mkono, C.N., Kawamala, M.: Enhanced group method of data handling (GMDH) for permeability prediction based on the modified Levenberg Marquardt technique from well log data. Energy 239, 121915 (2022). https://doi.org/10.1016/j.energy.2021.121915CrossRef

31.

Tian, X., Jiang, Y., Liang, C., Liu, C., Ying, Y., Wang, H., Qian, P.: A novel condition monitoring method of wind turbines based on GMDH neural network. Energies 15(18), 6717 (2022). https://doi.org/10.3390/en15186717CrossRef

32.

Khajehzadeh, M., Keawsawasvong, S., Nehdi, M.L.: Effective hybrid soft computing approach for optimum design of shallow foundations. Sustainability 14(3), 1847 (2022). https://doi.org/10.3390/su14031847CrossRef

33.

Ivakhnenko, A.G.: Polynomial theory of complex systems. IEEE Trans. Syst. Man Cybern. 4, 364–378 (1971). https://doi.org/10.1109/TSMC.1971.4308320MathSciNetCrossRef

34.

Ivakhnenko, A.G., Savchenko, E.A.: Investigation of efficiency of additional determination method of the model selection in the modeling problems by application of GMDH algorithm. J. Automat. Inf. Sci. (2008). https://doi.org/10.1615/JAutomatInfScien.v40.i3.50CrossRef

35.

Mueller, J.A., Ivachnenko, A.G., Lemke, F.: GMDH algorithms for complex systems modelling. Math. Comput. Model. Dyn. Syst. 4(4), 275–316 (1998). https://doi.org/10.1080/13873959808837083CrossRef

36.

Li, X., Wei, Z., Liu, Y., Zhong, N., Tan, X., Shi, S., Liang, R.: Analogy of electromagnetically induced transparency in plasmonic nanodisk with a square ring resonator. Phys. Lett. A 380(1–2), 232–237 (2016). https://doi.org/10.1016/j.physleta.2015.10.035CrossRef

37.

Xiong, C., Li, H., Xu, H., Zhao, M., Zhang, B., Liu, C., Wu, K.: Coupling effects in single-mode and multimode resonator-coupled system. Opt. Express 27(13), 17718–17728 (2019). https://doi.org/10.1364/OE.27.017718CrossRef

38.

Cui, Z. Nanofabrication. Course notes, ECE, 730‏ (2008)

39.

Prasad, P.N.: Nanophotonics. John Wiley & Sons (2004)CrossRef

40.

Chen, Y., Shu, Z., Zhang, S., Zeng, P., Liang, H., Zheng, M., Duan, H.: Sub-10 nm fabrication: methods and applications. Int. J. Extreme Manuf. 3(3), 032002 (2021). https://doi.org/10.1088/2631-7990/ac087cCrossRef

41.

Butt, M.A., Khonina, S.N., Kazanskiy, N.L.: A plasmonic colour filter and refractive index sensor applications based on metal–insulator–metal square µ-ring cavities. Laser Phys. 30(1), 016205 (2019). https://doi.org/10.1088/1555-6611/ab5578CrossRef

42.

Shahamat, Y., Ghaffarinejad, A., Vahedi, M.: Plasmon induced transparency and refractive index sensing in two nanocavities and double nanodisk resonators. Optik 202, 163618 (2020). https://doi.org/10.1016/j.ijleo.2019.163618CrossRef

43.

Khani, S., Hayati, M.: Optical biosensors using plasmonic and photonic crystal band-gap structures for the detection of basal cell cancer. Sci. Rep. 12(1), 5246 (2022). https://doi.org/10.1038/s41598-022-09213-wCrossRef

44.

Rumaldo, Y., Hernandez-Figueroa, H.E.: Plasmonic sensor design using gold and silicon nitride waveguide at visible and NIR wavelengths. Opt. Laser Technol. 153, 108196 (2022). https://doi.org/10.1016/j.optlastec.2022.108196CrossRef

45.

Guo, J., Yang, X., Wang, Y., Wang, M., Hua, E., Yan, S.: Refractive index nanosensor with simple structure based on fano resonance. IEEE Photonics J. 12(4), 1–10 (2020). https://doi.org/10.1109/JPHOT.2020.3015988CrossRef

46.

Wang, J., Feng, H., Zhang, J., Liu, C., Zhang, Z., Fang, D., Gao, Y.: Plasmonic band-stop MIM waveguide filter based on bilateral asymmetric equilateral triangular ring. Optik 265, 169535 (2022). https://doi.org/10.1016/j.ijleo.2022.169535CrossRef

47.

Janković, N., Cselyuszka, N.: High-resolution plasmonic filter and refractive index sensor based on perturbed square cavity with slits and orthogonal feeding scheme. Plasmonics 14(3), 555–560 (2019). https://doi.org/10.1007/s11468-018-0834-zCrossRef

48.

Liu, C., Zhang, J., Feng, H., Fang, D., Wang, J., Wang, L., Gao, Y.: Bifunctional MIM device with narrowband filtering and high-performance sensing. Micro Nanostruct. 169, 207364 (2022). https://doi.org/10.1016/j.micrna.2022.207364CrossRef

49.

Kokabi, M., Ghorbani, S., Moayed, S.H.: Tunable bandpass plasmonic filter based on graphene as the nonlinear Kerr material. Laser Phys. 31(2), 026201 (2021). https://doi.org/10.1088/1555-6611/abd5b0CrossRef

50.

Hasan, M., Mayoa, F., Hossain, M.S., Ahmed, R., Hossain, M., Ali, K., Islam, S.: Plasmonic corrugated waveguide coupled to a rectangular nano-resonator as an optical filter. OSA Continuum 3(12), 3314–3323 (2020). https://doi.org/10.1364/OSAC.403762CrossRef

51.

Swain, K., Mondal, S.R., Mohanty, M.N., Tripathy, S.K., Palai, G.: Realization of a temperature sensor using both two-and three-dimensional photonic structures through a machine learning technique. J. Comput. Electron. 20(4), 1588–1598 (2021). https://doi.org/10.1007/s10825-021-01725-4CrossRef

52.

Kumar, B.A., Sahu, S.K., Palai, G., Bala, I.: Modelling and performance analysis of ring resonator-based refractive-index sensor for bacterial water detection. Opt. Quant. Electron. 55(3), 263 (2023). https://doi.org/10.1007/s11082-022-04507-9CrossRef

53.

Palai, G., Mudului, N., Sahoo, S.K., Tripathy, S.K. Realization of potassium chloride sensor using photonic crystal fiber. Soft Nanosci. Lett. 2013‏ (2013)

Title: Design of a MIM sensor using an optical resonator and GMDH algorithm for high efficiency applications
Authors: Seyed Abed Zonouri
Mohsen Hayati
Publication date: 14-02-2024
Publisher: Springer US
Published in: Journal of Computational Electronics / Issue 2/2024
Print ISSN: 1569-8025
Electronic ISSN: 1572-8137
DOI: https://doi.org/10.1007/s10825-024-02136-x

Comment on: “Terahertz rectangular waveguides with inserted graphene films biased by light and their quasi-linear electromagnetic modeling” [J. Comput. Electron. 20 (2021) 169]

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Design of a MIM sensor using an optical resonator and GMDH algorithm for high efficiency applications

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