NDLI: Parameter extraction and optimization using Levenberg-Marquardt algorithm

Content Provider	IEEE Xplore Digital Library
Author	Le Duc-Hung Pham Cong-Kha Nguyen Thi Thien Trang Bui Trong Tu
Copyright Year	2012
Description	Author affiliation: University of Science, Ho Chi Minh City, Vietnam (Nguyen Thi Thien Trang; Bui Trong Tu) \|\| The University of Electro-Communications, Tokyo, Japan (Le Duc-Hung; Pham Cong-Kha)
Abstract	Parameter extraction is an important part of model development. The goal of parameter extraction and optimization is to determine such values of device model parameters that minimize the differences between a set of measured characteristics and results obtained by evaluations of the device model. This minimization process is often called fitting of model characteristics to the measurement data. The objective of this paper is presenting an extraction and optimization method, using Levenberg-Marquardt algorithm, for a set of electrical parameters of the EKV MOSFET Model. The Levenberg-Marquardt algorithm is an efficient and popular damped least square technique. This algorithm is a combination between the steepest gradient descent and the Gauss-Newton algorithms. All implementations are carried out on Matlab environment.
Starting Page	434
Ending Page	437
File Size	1135713
Page Count	4
File Format	PDF
ISBN	9781467324922
e-ISBN	9781467324939
DOI	10.1109/CCE.2012.6315945
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-08-01
Publisher Place	Vietnam
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Semiconductor device modeling Solid modeling MOSFET optimization EKV model Data models Mathematical model Levenberg-Marquardt Algorithm Optimization Equations Parameter extraction
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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