Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology

The International Roadmap for Device and Systems (IRDS) 2022 has emphasized the potential of CNTFETs to replace CMOS technology. Therefore, the substitution of silicon with carbon nanotubes (CNTs) has the potential to open new possibilities for the semiconductor industry, due to their compact size a...

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Published in:International Journal of Nanoelectronics and Materials
Main Author: Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
Format: Article
Language:English
Published: Universiti Malaysia Perlis 2023
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85181689837&doi=10.58915%2fijneam.v16iDECEMBER.414&partnerID=40&md5=71e7b8176901121b466c2b7c0300cfe8
id 2-s2.0-85181689837
spelling 2-s2.0-85181689837
Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
2023
International Journal of Nanoelectronics and Materials
16
Special Issue
10.58915/ijneam.v16iDECEMBER.414
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85181689837&doi=10.58915%2fijneam.v16iDECEMBER.414&partnerID=40&md5=71e7b8176901121b466c2b7c0300cfe8
The International Roadmap for Device and Systems (IRDS) 2022 has emphasized the potential of CNTFETs to replace CMOS technology. Therefore, the substitution of silicon with carbon nanotubes (CNTs) has the potential to open new possibilities for the semiconductor industry, due to their compact size and superior electrical properties. Thus, this project utilized Cadence Virtuoso software to develop an optimized CNTFET design using Taguchi method. In this design, the Taguchi method was implemented to determine the best combination of design parameter and material for optimum CNTFET performance. The design parameter and material that had been chosen were the diameter of carbon nanotube, dielectric material and oxide thickness. The optimized CNTFET model is implemented in circuit study to analyse the propagation delay and power consumption. Five circuits had been designed from the optimized CNTFET which are the inverter, AND, OR, NAND and NOR circuit. The Taguchi Optimization method resulted in significant reductions in the power-delay product (PDP) for all circuits examined, ranging from 7.9954% for the AND circuit to an exceptional 99.9622% for the inverter circuit. These findings highlight the potential for improved power efficiency and faster circuit operation when utilizing the Taguchi Optimization approach. © 2023, Universiti Malaysia Perlis. All rights reserved.
Universiti Malaysia Perlis
19855761
English
Article
All Open Access; Hybrid Gold Open Access
author Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
spellingShingle Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
author_facet Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
author_sort Abdul Hadi M.F.; Hussin H.; Muhamad M.; Wahab Y.A.
title Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
title_short Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
title_full Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
title_fullStr Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
title_full_unstemmed Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
title_sort Implementation of Taguchi Method in Improving the Logic Gates Performance based on Carbon Nanotube Field Effect Transistor Technology
publishDate 2023
container_title International Journal of Nanoelectronics and Materials
container_volume 16
container_issue Special Issue
doi_str_mv 10.58915/ijneam.v16iDECEMBER.414
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85181689837&doi=10.58915%2fijneam.v16iDECEMBER.414&partnerID=40&md5=71e7b8176901121b466c2b7c0300cfe8
description The International Roadmap for Device and Systems (IRDS) 2022 has emphasized the potential of CNTFETs to replace CMOS technology. Therefore, the substitution of silicon with carbon nanotubes (CNTs) has the potential to open new possibilities for the semiconductor industry, due to their compact size and superior electrical properties. Thus, this project utilized Cadence Virtuoso software to develop an optimized CNTFET design using Taguchi method. In this design, the Taguchi method was implemented to determine the best combination of design parameter and material for optimum CNTFET performance. The design parameter and material that had been chosen were the diameter of carbon nanotube, dielectric material and oxide thickness. The optimized CNTFET model is implemented in circuit study to analyse the propagation delay and power consumption. Five circuits had been designed from the optimized CNTFET which are the inverter, AND, OR, NAND and NOR circuit. The Taguchi Optimization method resulted in significant reductions in the power-delay product (PDP) for all circuits examined, ranging from 7.9954% for the AND circuit to an exceptional 99.9622% for the inverter circuit. These findings highlight the potential for improved power efficiency and faster circuit operation when utilizing the Taguchi Optimization approach. © 2023, Universiti Malaysia Perlis. All rights reserved.
publisher Universiti Malaysia Perlis
issn 19855761
language English
format Article
accesstype All Open Access; Hybrid Gold Open Access
record_format scopus
collection Scopus
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