Abstract
Electrical capacitance tomography (ECT) is a non-invasive imaging technique and has potential usage in lab-on-chip (LOC) imaging. The current design of on-chip ECT is reported to utilise the peripheral electrode arrangement where the planar electrodes are arranged at the side of sensing chamber. The on-chip ECT using peripheral electrode arrangement is capable of 2D imaging but little is known on the practical application of the sensor design in 3D imaging as compared to the distributed electrode arrangement sensor. In this paper, the 3D imaging performance of peripheral and distributed electrode arrangement sensors was compared through a simulation study. A cube phantom was used as a test sample for 3D imaging and it was placed at several test positions in the sensing chamber. The 3D image was reconstructed by using the linear back projection (LBP) algorithm. The reconstructed 3D image was quantitatively analysed using the correlation coefficient and the spatial image error. Both electrode arrangement is able to reconstruct 3D images and distributed electrode arrangement sensor performed better than the peripheral.
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References
Schönberger, M., Hoffstetter, M.: Emerging trends. In: Emerging Trends in Medical Plastic Engineering and Manufacturing, pp. 235–268. Elsevier (2016)
Li, D.: Single-Phase Electrokinetic Flow in Microchannels, 2nd edn. Elsevier Ltd., Amsterdam (2013)
van Duinen, V., Trietsch, S.J., Joore, J., Vulto, P., Hankemeier, T.: Microfluidic 3D cell culture: from tools to tissue models. In: Current Opinion in Biotechnology, vol. 35, pp. 118–126. Elsevier Ltd. (2015)
Coluccio, M.L., et al.: Microfluidic platforms for cell cultures and investigations. Microelectron. Eng. 208, 14–28 (2019)
Halldorsson, S., Lucumi, E., Gómez-Sjöberg, R., Fleming, R.M.T.: Advantages and challenges of microfluidic cell culture in polydimethylsiloxane devices. Biosens. Bioelectron. 63, 218–231 (2015)
Yin, X., Wu, H., Jia, J., Yang, Y.: A micro EIT sensor for real-time and non-destructive 3-D cultivated cell imaging. IEEE Sens. J. 18(13), 5402–5412 (2018)
Yang, Y., Jia, J., Smith, S., Jamil, N., Gamal, W., Bagnaninchi, P.O.: A miniature electrical impedance tomography sensor and 3-D Image Reconstruction for Cell Imaging. IEEE Sens. J. 17(2), 514–523 (2017)
Wu, H., Yang, Y., Bagnaninchi, P.O., Jia, J.: Electrical impedance tomography for real-time and label-free cellular viability assays of 3D tumour spheroids. Analyst 143(17), 4189–4198 (2018)
Lemmens, M., Biesmans, H., Bormans, S., Vandenryt, T., Thoelen, R.: Electrical impedance tomography with a lab-on-chip for imaging cells in culture. Phys. Status Solidi 215(15), 1700868 (2018)
Wu, H., Zhou, W., Yang, Y., Jia, J., Bagnaninchi, P.: Exploring the potential of electrical impedance tomography for tissue engineering applications. Materials (Basel) 11(6), 1–11 (2018)
Yang, Y., Wu, H., Jia, J., Bagnaninchi, P.O.: Scaffold-based 3-D cell culture imaging using a miniature electrical impedance tomography sensor. IEEE Sens. J. 19(20), 9071–9080 (2019)
Chen, Z., Yang, Y.: Structure-aware dual-branch network for electrical impedance tomography in cell culture imaging. IEEE Trans. Instrum. Meas. 70, 1–9 (2021)
Chen, Z., Yang, Y., Bagnaninchi, P.O.: Hybrid learning-based cell aggregate imaging with miniature electrical impedance tomography. IEEE Trans. Instrum. Meas. 70, 1–10 (2021)
Liu, Z., Yang, Y.: Image reconstruction of electrical impedance tomography based on optical image-guided group sparsity. IEEE Sens. J. 21(19), 21893–21902 (2021)
Ropandi, W.A.N.B., Zulkiflli, N.A., Nawi, N.D., Abdullah, F.A.P., Pusppanathan, J., Zakaria, Z.: Finite element approach using electrical tomography for bioassay application. J. Phys.: Conf. Ser. 1372(1), 012016 (2019)
Lee, S.M., et al.: Real-time monitoring of 3D cell culture using a 3D capacitance biosensor. Biosens. Bioelectron. 77, 56–61 (2016)
Sun, T., Tsuda, S., Zauner, K.-P., Morgan, H.: On-chip electrical impedance tomography for imaging biological cells. Biosens. Bioelectron. 25(5), 1109–1115 (2010)
Nasir, N., Al Ahmad, M.: Cells electrical characterization: dielectric properties, mixture, and modeling theories. J. Eng. 2020, 1–17 (2020)
Ma, G., Soleimani, M.: Regional admittivity reconstruction with multi-frequency complex admittance data using contactless capacitive electrical tomography. IEEE Sens. J. 21(13), 15277–15290 (2021)
Mohd Razali, N.A.: On Chip Planar Capacitance Tomography for Two-Phase Fluid Flow Imaging (2016)
Suo, P., Sun, J., Tian, W., Sun, S., Xu, L.: 3-D image reconstruction in planar array ECT by combining depth estimation and sparse representation. IEEE Trans. Instrum. Meas. 70, 1–9 (2021)
Ma, G., Soleimani, M.: A versatile 4D capacitive imaging array: a touchless skin and an obstacle-avoidance sensor for robotic applications. Sci. Rep. 10(1), 1–9 (2020)
Amato, S., Hutchins, D.A., Yin, X., Ricci, M., Laureti, S.: Capacitive imaging using fused amplitude and phase information for improved defect detection. NDT E Int. 124(August), 102547 (2021)
Kim, H., Gupta, S., Kim, H.(Eric)., Kim, H., Loh, K.J.: Planar capacitive imaging for composite delamination damage characterization. Meas. Sci. Technol. 32(2), 024010 (2020)
Wen, Y., Zhang, Z., Zhang, Y., Sun, D.: Redundancy analysis of capacitance data of a coplanar electrode array for fast and stable imaging processing. Sensors 18(2), 31 (2017)
Sun, S., et al.: Sensitivity guided image fusion for electrical capacitance tomography. IEEE Trans. Instrum. Meas. 70(c), 1–12 (2021)
Wei, H.Y., Qiu, C.H., Soleimani, M.: Evaluation of planar 3D electrical capacitance tomography: from single-plane to dual-plane configuration. Meas. Sci. Technol. 26(6), 65401 (2015)
Wang, Y., Ji, H., Huang, Z., Wang, B., Li, H.: Study on image reconstruction of capacitively coupled electrical impedance tomography (CCEIT). Meas. Sci. Technol. 30(9), 094002 (2019)
Cui, Z., et al.: A review on image reconstruction algorithms for electrical capacitance/resistance tomography. Sens. Rev. 36(4), 429–445 (2016)
Sun, S., Lu, X., Xu, L., Cao, Z., Sun, J., Yang, W.: Real-time 3-D imaging and velocity measurement of two-phase flow using a twin-plane ECT sensor. IEEE Trans. Instrum. Meas. 70, 1–10 (2021)
Acknowledgement
The authors would like to acknowledge and thank the Ministry of Higher Education Malaysia and Universiti Teknologi Malaysia for all financial support through FRGS Project code: FRGS/1/2020/TK0/UTM/02/47 and Research University Grants Vote Q.J130000.2451.04G93 and Q.J130000.2551.20H93.
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Gooi, W.P., Leow, P.L., Hor, X.F., Mohammad Din, S.b. (2022). Performance Comparison for On-chip 3D ECT Using Peripheral and Distributed Electrode Arrangement. In: Wahab, N.A., Mohamed, Z. (eds) Control, Instrumentation and Mechatronics: Theory and Practice. Lecture Notes in Electrical Engineering, vol 921. Springer, Singapore. https://doi.org/10.1007/978-981-19-3923-5_64
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DOI: https://doi.org/10.1007/978-981-19-3923-5_64
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