Response Surface Approach to Optical Channel Dropping Filter Design Parameters Optimization

Authors

  • H. Hazura Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • F. Aliman Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • A.S.M. Zain Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • A.R Hanim Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • F. Salehuddin Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • S.K Idris Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.
  • M.Z Nor Syaimaa Centre for Telecommunications Research Innovations (CETRI), Faculty of Electronic & Computer Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka.

Keywords:

Response Surface Methodology, Optical Channel Dropping Filter, Microring Resonator,

Abstract

The objective of this paper is to optimise the design parameters for the optical channel dropping filter, which is based on the microring resonator topology. The most important parameters to determine the performance of the microring channel optical filter are the waveguide width, gap, core thickness and ring radius. The determination of parameters by classical experimental design methods requires a large amount of experimental data, which has been found to be costly and time-consuming. To overcome this drawback, a design of experiment (DOE) methods of the Response Surface Methodology (RSM) was employed. This paper employed the RSM design analysis in evaluating the performance of the microring resonator with different design parameters settings. Upon completion, the RSM shows that the optimum condition can be achieved when the ring radius is 5.50μm, a gap of 200nm, waveguide width of 418 nm and core thickness of 220 nm. In conclusion, for optimized performance of the channel dropping filter, design conditions within the range demonstrated in this study are suggested.

References

K. Padmaraju, K. Bergman, “Resolving the thermal challenges for silicon microring resonator devices,” in Nanophotonics, vol. 3, issue 4-5, pp. 269–281, 2014.

S. Song, X. Yi, S. X.Chew, L. Li, L. Nguyen, R. Zheng, “Optical single-sideband modulation based on silicon-on-insulator coupledresonator optical waveguides,” in Optical Engineering, vol. 55 (3), 031114 (Oct 20, 2015).

A.R. Hanim, B. Mardiana, H. Hazura, S. Saari, “On the modulation phase efficiency of a silicon pin diode optical modulator,” in 2010 IEEE International Conference on Photonics (ICP)Proc., Malaysia, 2010, pp. 1-3.

H. Jayatilleka, K. Murray, M. Caverley, N. A. F. Jaeger, L. Chrostowski, and S. Shekhar “Crosstalk in SOI Microring ResonatorBased Filters,” in Journal of Lightwave Technology, Vol. 34 (12), pp. 2886-2896, 2016.

H. Hazura, S. Shaari, P.S. Menon, A.R.Hanim, B. Mardiana, “Application of statistical method to investigate the effects of design parameters on the performance of microring resonator channel dropping filter,” in Int. J. Numer. Model., 26, pp.670–679, 2013.

Budi Mulyanti, P Susthitha Menon, Sahbudin Shaari, T Hariyadi, L Hasanah, Hazura Haroon, “Design and optimization of coupled Microring Resonators (MRRs) in silicon-on-insulator,” in Sains Malaysiana, Vol. 32, No. 2, pp. 247-252, 2014.

Hazura Haroon, Sahbudin Shaari, PS Menon, B Mardiana, AR Hanim, N Arsad, BY Majlis, WM Mukhtar, Huda Abdullah, “Design and characterization of multiple coupled microring based wavelength demultiplexer in silicon–on–insulator (SOI),” in Journal of Nonlinear Optical Physics & Materials, vol. 21, issue 01, pp. 1250004, 2012.

G. K. Celep and K. Dincer, “Optimization of Parameters for Electrospinning of Polyacrylonitrile Nanofibers by the Taguchi Method,” International Polymer Processing, Vol. 32, No. 4, pp. 508- 514, 2017.

H. Hazura, H. A. Razak., N.N.A Aziz, “Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design,” in ARPN Journal of Engineering and Applied Sciences, 11(5), pp. 3212-3216, 2016.

R. W. Emerson, “Design of Experiments. Optimization Methods: From Theory to Design,” In M. Cavazzuti, pp. 13-41, 2016.

P. K. Basu, B. M. Semiconductor Laser Theory, CRC Press, 2015.

H. Hazura, S. Shaari, P.S. Menon, N. Arsad, A.R. Hanim, “Design Modeling and Characterizations os SOI-based Parallel Cascaded MRR Array (PCMMRA) By Coupled Mode Theory,” in Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 7 (1), pp. 31-35, 2015.

Z. Pheng, “Coupled Multiple Micro-Resonators Design And Active Semiconductor Micro-Resonator Fabrication”, Thesis Dissertation University Of Southern California, 2007.

H. Hazura, B. Mardiana, A. R. Hanim, P.S. Menon, N. Arsad, Z. F M, Napiah, “Impact of coupled resonator geometry on silicon-on insulator wavelength filter characteristics,” in 2011 IEEE Regional Symposium on Micro and Nanoelectronics (RSM), Malaysia, 2011, pp. 380-382.

S. Salehi , M. Noaparast, S. Z. Shafaei, “Response Surface Methodology (RSM) for Optimization of Chalcopyrite Concentrate Leaching With Silver-Coated Pyrite,” in Physicochem. Probl. Miner. Process, 52(2), pp. 1023−1035, 2016.

T. D. Sonani , D. Y. Kushwaha , G. D. Acharya, “Review Of Tool Wear Estimation Using Response Surface Methodology,” in International Journal of Advance Engineering and Research Development, Vol. 3 (1), , pp. 147-150 2016.

V. Alimirzaloo, V. Modanloo, “Minimization of the Sheet Thinning in Hydraulic Deep Drawing Process Using Response Surface Methodology and Finite Element Method,” in International Journal of Engineering, Vol. 29 (2), pp. 264-273, 2016.

M. Jourshabani, A. Badiei, N. Lashgari , G. M. Ziarani, “Application of Response Surface Methodology as an Efficient Approach for Optimization of Operational Variables in Benzene Hydroxylation to Phenol by V/SBA-16 Nanoporous Catalyst,” in J. Nanostruct., 6(2):, pp. 105-113, 2016.

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Published

2018-07-04

How to Cite

Hazura, H., Aliman, F., Zain, A., Hanim, A., Salehuddin, F., Idris, S., & Nor Syaimaa, M. (2018). Response Surface Approach to Optical Channel Dropping Filter Design Parameters Optimization. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 10(2-5), 125–129. Retrieved from https://jtec.utem.edu.my/jtec/article/view/4397

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