Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well
Silicon-on-insulator (SOI) based SiGe quantum well infrared pin photodiode has the potential of being a serious candidate for applications in sensing applications as well as in optical fiber communications. The objective of this paper is to optimize the process parameters for a SOI-based lateral PIN...
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my.uniten.dspace-301992023-12-29T15:45:27Z Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well Menon P.S. Tasirin S.K. Ahmad I. Islam S. Abdullah S.F. 57201289731 55602329100 12792216600 58076315600 14319069500 ATHENA ATLAS Photodetector device Taguchi method Bias voltage Frequency response Multilayers Optical fiber communication Optical fiber fabrication Optical fibers Photodiodes Si-Ge alloys Silicon on insulator technology Taguchi methods ATHENA ATLAS Electrical characterization Fabrication parameters Fabrication simulation Lateral PIN photodiodes Silicon-on- insulators (SOI) Taguchi optimization method Semiconductor quantum wells Silicon-on-insulator (SOI) based SiGe quantum well infrared pin photodiode has the potential of being a serious candidate for applications in sensing applications as well as in optical fiber communications. The objective of this paper is to optimize the process parameters for a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well (MQW) to obtain high responsivity, frequency response, quantum efficiency and low transient time. An L9 array from Taguchi method was used to optimize the device design. Four process parameters were chosen, namely the intrinsic region length, photo-absorption layer thickness, the incident optical power and the bias voltage. Two noise factors i.e. the time and temperature of the n-well diffusion process were also used to make the device design insensitive to variation in selected fabrication parameters. ATHENA and ATLAS module from Silvaco Int. were used for the fabrication simulation and electrical characterization. The results obtained for responsivity, frequency response and transient time after the optimization approach were 0.87 A/W, 20 GHz and 1.75 x 10-11 respectively which correspond to the optimization value for the intrinsic region length of 6 ?m, photo-absorption layer thickness of 0.505 ?m, incident optical power of 0.5 mW/cm2and bias voltage of 3.5 V. As a conclusion, the optimum solution in achieving the desired high speed photodiode was successfully predicted using Taguchi optimization method. The percent of improvement for responsivity and frequency responses are 22.3% and 5.26% respectively. Final 2023-12-29T07:45:26Z 2023-12-29T07:45:26Z 2013 Article 2-s2.0-84881054614 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881054614&partnerID=40&md5=73e2db782a22650a2bd9c3a8f33d4a8e https://irepository.uniten.edu.my/handle/123456789/30199 7 05/06/2023 354 361 National Institute of Optoelectronics Scopus |
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ATHENA ATLAS Photodetector device Taguchi method Bias voltage Frequency response Multilayers Optical fiber communication Optical fiber fabrication Optical fibers Photodiodes Si-Ge alloys Silicon on insulator technology Taguchi methods ATHENA ATLAS Electrical characterization Fabrication parameters Fabrication simulation Lateral PIN photodiodes Silicon-on- insulators (SOI) Taguchi optimization method Semiconductor quantum wells |
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ATHENA ATLAS Photodetector device Taguchi method Bias voltage Frequency response Multilayers Optical fiber communication Optical fiber fabrication Optical fibers Photodiodes Si-Ge alloys Silicon on insulator technology Taguchi methods ATHENA ATLAS Electrical characterization Fabrication parameters Fabrication simulation Lateral PIN photodiodes Silicon-on- insulators (SOI) Taguchi optimization method Semiconductor quantum wells Menon P.S. Tasirin S.K. Ahmad I. Islam S. Abdullah S.F. Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
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Silicon-on-insulator (SOI) based SiGe quantum well infrared pin photodiode has the potential of being a serious candidate for applications in sensing applications as well as in optical fiber communications. The objective of this paper is to optimize the process parameters for a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well (MQW) to obtain high responsivity, frequency response, quantum efficiency and low transient time. An L9 array from Taguchi method was used to optimize the device design. Four process parameters were chosen, namely the intrinsic region length, photo-absorption layer thickness, the incident optical power and the bias voltage. Two noise factors i.e. the time and temperature of the n-well diffusion process were also used to make the device design insensitive to variation in selected fabrication parameters. ATHENA and ATLAS module from Silvaco Int. were used for the fabrication simulation and electrical characterization. The results obtained for responsivity, frequency response and transient time after the optimization approach were 0.87 A/W, 20 GHz and 1.75 x 10-11 respectively which correspond to the optimization value for the intrinsic region length of 6 ?m, photo-absorption layer thickness of 0.505 ?m, incident optical power of 0.5 mW/cm2and bias voltage of 3.5 V. As a conclusion, the optimum solution in achieving the desired high speed photodiode was successfully predicted using Taguchi optimization method. The percent of improvement for responsivity and frequency responses are 22.3% and 5.26% respectively. |
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57201289731 |
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57201289731 Menon P.S. Tasirin S.K. Ahmad I. Islam S. Abdullah S.F. |
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Article |
author |
Menon P.S. Tasirin S.K. Ahmad I. Islam S. Abdullah S.F. |
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Menon P.S. |
title |
Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
title_short |
Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
title_full |
Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
title_fullStr |
Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
title_full_unstemmed |
Taguchi optimization of a SOI-based lateral PIN photodiode using SiGe/Si multilayer quantum well |
title_sort |
taguchi optimization of a soi-based lateral pin photodiode using sige/si multilayer quantum well |
publisher |
National Institute of Optoelectronics |
publishDate |
2023 |
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1806425529468846080 |
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13.222552 |