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Artificial Intelligence Techniques for SPICE Optimization ofMOSFET Modeling Jatmiko E. Suseno, Munawar A Riyadi, Nurul Ezaila Alias, Yau Wei Heong, dan Razali Ismail (5)

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HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARY A ILMIAH : PROS/DING

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HASD., PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA D.,MIAH : PROS/DING *

Judul Karya Ilmiah (Artikel) Nama/Jumlah Penulis Status Pengusul Identitas Makalah

Artificial Intelligence Techniques for SPICE Optimization ofMOSFET Modeling Jatmiko E. Suseno, Munawar A Riyadi, Nurul Ezaila Alias, Yau Wei Heong, dan Razali Ismail (5)

Penulis pertama/peewis ke /peBUlis kefespeedeesi

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2009 Innovative Technologies in Intelligent Systems and Industrial Applications, CITISIA 2009 2009, Article number 5224238, Pages 76-80

2009 Innovative Technologies in Intelligent Systems and Industrial Applications, CITISIA 2009;

Kuala Lumpur; Malaysia; 25 July 2009 through 26 July 2009; Category numberCFP0944E;

Code 78109

Artificial intelligence techniques for SPICE optimization of MOSFET modeling (Conference Paper)

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Suseno, J.E. �. Riyadi, M.A. �. Alias, N.E. �. Heong, Y.W. �. Ismail, R. �

Electrical Engineering Faculty, Universiti Teknology Malaysia (UTM), Electrical Engineering Department, Semarang, Indonesia

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Abstract v View references (9)

This paper proposes new method for optimize and verified electric characterization graph of MOSFET by using artificial neural network. Optimization using Neural Network (ONN) will compare current-voltage (1-V) Characteristic graph between the TCAD simulation and TSPICE modeling as desire data control a model parameter of BSIM. In this paper, the neural network method is dynamic feedforward Neural Network. After NN training, the best result is at Neural

Network architecture of 36-30-10-5 with Mean Squared Error (MSE) of le-28 at epoch of 5. © 2009 IEEE.

SciVal Topic Prominence (D

Topic: Microwave Filters I Surface Approximation I Simulation Driven Design

Cited by 1 document

Performance comparison of artificial intelligence networks in nanoscale MOSFET modeling Nohoji, A.H.A., Farokhi, F., Zamani, M.

(2011) Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011 Prominence percentile: 90.955

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Engineering uncontrolled terms

Engineering controlled terms:

Engineering main heading:

( Artificial intelligence techniques) ( Artificial Neural Network) ( Data control) ( Electric characterization) ( Mean squared error) ( Model parameters) ( MOS-FET) ( MOSFET modeling) ( Neural network method) (TCAD simulation)

( Feedforward neural networks) ( Industrial applications) ( Intelligent systems) ( Mean square error) ( MOSFET devices) (Optimization) (Simulators)

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International Program Committee

Prof. Dr. Abo Al-Ola Atif Prof. Ferda Nur Alpaslan, Turkey Prof. Jiri Kunovský, Czech Republic Prof. Agostino Bruzzon, Italy Prof. Arpad Kelemen, USA Prof. Yuehui Chen, China Prof. Emilio Corchado, Spain Prof. Shamsudin Amin, Malaysia Prof Benny Suprapto, Indonesia Prof. P. Pichappan, India Prof. Crina Grosan, Romania Prof Paulus Rihardjo, Indonesia Prof. Xiao-Zhi Gao, Finland Prof Wimpy Santosa, Indonesia Prof. Rubiyah Yusof, Malaysia Prof. Marzuki B. Khalid, Malaysia Prof. Daniela Zaharie, Romania Prof. Osamu Ono, Japan

Prof Robertus Triweko, Indonesia Prof. Sanjay Chaudhary, India Prof. Sung-Bae Cho, Korea Prof Rosni Abdullah, Malaysia Prof. Jeng-Shyang Pan, Taiwan Prof. Carlos Martin Vide, Spain Prof. Zhou Mingtao, China Prof. Kazunori Sato, Japan Prof. Kunio Igusa, Japan

Prof Mohamed Khalil Hani, Malaysia Prof Yuri Merkuryev, Latvia

Prof Eduard Babulak, Canada Prof R K Subramanian, Mauritius Prof K.G. Subramanian, Malaysia Dr Farshad Moradi, Sweden Dr Helen Karatza, Greece Dr. Gaby Neumann, Germany Dr. Rashid Mehmood, UK Dr Cecilia Nugraheni

Dr. Fazal Rehman, MAJ University, Pakistan Dr Ferry Permana, Indonesia

Dr Richard Zobel, UK Dr. Issakki Kosonen, Helsinki Dr Aloysius Rusli, Indonesia Dr Veronica Moertini, Indonesia Dr Kinley Aritonang, Indonesia Dr Paulus Kartawijaya, Indonesia Dr. Taha Osman, UK

Dr Bagus Arthaya, Indonesia

Dr Shamin Ahmad, UK Dr Tri Basuki, Indonesia Dr Dharma Lesmono, Indonesia Prof. Andrzej Dzielinski, Poland Prof Galina Merkuryeva, Latvia Prof Xiangrong Liu, China Prof. Leonid Novitski, Latvia Dr. Hongbo Liu, China Dr Ari Prihatmanto, Indonesia Dr Miryam Wijaya, Indonesia Prof. Hisao Ishibuchi, Japan Dr. D K Pra, India

Dr Cecilia Lauw, Indonesia Dr Fengge Gao, UK Dr Xiaohong Gao, UK Dr Budi Bisowarno, Indonesia Dr Buana Girisuta, Indonesia Dr Mo Song, UK

Dr Vincent C S Lee, Australia Prof. Gerrit Janssens, Belgium Dr Edward Williams, USA Prof Atulya Nagar, UK Dr Sani Susanto, Indonesia Prof Sadiq Hussain, USA Prof.Mohammad Essaaidi Dr. Alan Crispin, UK Hotna Rosaly, Indonesia Dedy Suryadi, Indonesia Dr Frank Ball, UK Pandian Vasant, Malaysia, Lucky Adhie, Indonesia Ali Sadiyoko, Indonesia Dong-hwa Kim, Korea, Nico Saputro, Indonesia Rian Pratikto, Indonesia Zhang Yi, China Elisati Hulu, Indonesia Min-Shiang Hwang, Taiwan Jeng-Shyang Pan, Taiwan Marihot Nainggolan, Indonesia Thedy Yogasara, Indonesia Dr. Saleh A. Al-Jufout, Jordan Dr. Er Meng Joo, Singapore Cynthia Juwono, Indonesia Ignatius Sandy, Indonesia

Paramasivan Saratchandran, Singapore Mario Koeppen, Japan

xix

(8)

2009 Third Asia International Conference on Modelling &

Simulation

AMS 2009

Table of Contents

Welcome Message from the Chairs

...xvi

Conference Organization

...xvii

International Program Committee

...xix

International Reviewers

...xx

Technical Sponsors

...xxi

Plenary Abstracts

DNA Computing Models and Practice...1

Osamu Ono Future Cyberspace and 3D Telepresence Collaborative Environments...3

Eduard Babulak Advances in Supply Chain Simulation...5

Agostino Bruzzone and Yuri Merkuryev

TRACK: 01(A) Intelligent Systems

Detection of Steganography Inserted by OutGuess and Steghide by Means of Neural Networks...7

Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, and Roman Senkerik A Proposed Research for Conceptual Modeling of Policy-Based Mobile Agent Groups...13

Amir Talaei-Khoei, Pradeep K. Ray, and Nandan Parameswaran An Immune Bidirectional Regulation-Based Decoupling Control in Single Shift Gas Turbine Plant...19

Xiang-feng Zhang, Jun Liu, and Zhi-jie Wang

v

(9)

TRACK: 15(R) Performance Engineering of Computer and Communication Systems

Performance Simulation of Pyramidal and Wedge Microwave Absorbers...649 H. Nornikman, P.J. Soh, A.A.H. Azremi, and M.S. Anuar

Mathematical Analysis of Wavelength-Based QoS Management in Optical

Burst Switched Networks...655 Ali Rajabi, Aresh Dadlani, Ahmad Kianrad, Ahmad Khonsari, and Farzaneh Varaminian

A Case Study of Networks Simulation Tools for Wireless Networks...661 S. Mehta, Niamat Ullah, Md. Humaun Kabir, Mst. Najnin Sultana, and Kyung Sup Kwak

Design for Security Operating System...667 Wenzheng Zhu and Changhoon Lee

A Simplified Coupling Power Model of Single Mode Fiber Fusion at Coupling

Length...671 Saktioto, Jalil Ali, and Mohammed Fadhali

Performance Evaluation of Video Transmission Over Ultrawideband WPAN...676 Norazizah Mohd Aripin, Norsheila Fisal, and Rozeha A. Rashid

CSI Feedback Model in the Context of Adaptive Cognitive Radio Systems...681 Haleh Hosseini, Anis Izzati Ahmad Zamani, Sharifah Kamilah Syed Yusof,

and Norsheila bt. Fisal

Design and Application of a Novel Dielectric Loaded Helical Antenna

to WLAN Products...687 A.A.M. Ezanuddin, P.J. Soh, A.A.H. Azremi, and M.S. Anuar

EMP-DSR: An Enhanced Multi-path Dynamic Source Routing Algorithm

for MANETs Based on Ant Colony Optimization...692 Ehsan Khosrowshahi Asl, Morteza Damanafshan, Maghsoud Abbaspour,

Majid Noorhosseini, and Kamran Shekoufandeh

A RMT and PCA-Based Method of Monitoring the Large-Scale Traffic

Pattern...698 Jia Liu, Depeng Jin, Jian Yuan, Wenzhu Zhang, Li Su, and Lieguang Zeng

A Novel Transmission Network Design Method for Beyond 3G Networks...704 Zoltán Faigl, Tamás Radvánszki, and Tamás Orvos

Implementation of Coloured Stochastic Activity Networks within

the PDETool Framework...710 Amir Jalaly Bidgoly, Ali Khalili, and Mohammad Abdollahi Azgomi

TRACK: 16(S) Circuits, Sensors, and Devices

New Handoff Initiation Algorithm for Cellular Mobile Communication...716 G.S. Tomar

Design of Microstrip Patch Antennas Using Neural Network...720 Vivek Singh Kushwah and Geetam Singh Tomar

xiv

(10)

Modeling and Simulation of Multiple-Input Converter System with Equally

Drawn Source Power...725 Brian Butterfield, Makbul Anwari, and Mohammad Taufik

Physics-Based Modelling of Ballistic Transport in Nanoscale Transistor...729 Ismail Saad, Razak M.A Lee, Razali Ismail, and Vijay K. Arora

Physics-Based Simulation of Carrier Velocity in 2-Dimensional P-Type

MOSFET...735 Munawar Agus Riyadi, Mohammad Taghi Ahmadi, Jatmiko E. Suseno, Kang Eng Siew,

Ismail Saad, Razali Ismail, and Vijay K. Arora

Invited Paper: Modeling of Nanoscale MOSFET Using MATLAB...739 Vijay K. Arora

Study of Electromagnetic Interference to ECG Using Faraday Shield...745 R. Sudirman, N.A. Zakaria, M.N. Jamaluddin, M.R Mohamed, and K.N. Khalid

Design and Simulation of an Improved Soft-Switched Synchronous Buck

Converter...751 N.Z. Yahaya, K.M. Begam, and M. Awan

Study on the Performance of Tag-Tag Collision Avoidance Algorithms

in RFID Systems...757 Zhi-Ying Yang, Jun-Liang Chen, and Zhi-Jun Mao

Extraction of SPICE Model for Double Gate Vertical MOSFET...761 Jatmiko E. Suseno, Muhammad Taghi Ahmad, Munawar A. Riyadi, and Razali Ismail

TRACK: 17(T) Supply Chain Simulation

A Decision Making Methodology for Vendor Selection Problem Based

on DEA, FDEA and CCDEA Models...767 Seyed Mostafa Alem, Ali Azadeh, Salman Nazari Shirkouhi, and Kamran Rezaie

A Status Authentication Mechanism in Grid Environment...771 Li Ma and Yongmei Zhang

Author Index

...777

xv

(11)

Conferences > 2009 Tlmd Asia lntema�onal

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DNA Computing Models and Practice

Publisher: IEEE Cite This � PDF

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This paper w1ll mtroooce the theory and prectce of DNA-based computmg models (DNAbCM) Several models will be proVKJed wrth the bas« tools necessary to understand current research m DNAbCM Drscusson w1tl focus on potential epptcatons to art�K:ral rntelligence, scheduling problem, molecular memory and smart mectnres (or DKl robotics) Followrng a tmef revew of DNA structure, an overview of the base tools from molecular b10klgy utrltzed m DKltechnology (e g . DNA molecular annealing, tlgallon, pofymenza!Km, restncllon enzyme, PCR and POA etc ) Wiii be undertaken A orscusson of the major, base cornputatcnal architectures of cresscat DNA compu!Jng models (e g , Adleman's algonlhm for HPP, DNA Chrp-based SAT, arid etc ) will be provoec ITT each presen!Jng fill animation deta1l1ng execution of a srmple example Attention will then tum to advanced tcpcs related lo molecular memory, hybnd artJlicial ITTtelligence, ITT particular, a new semantic network and scheduhng smart machine will be presented and rmplemented on a DNADCM--msprred semantic model This orscusson on the models and irnplerrentanons will be undertaken wfth enentcn to both

trecretcat arid ctemcet points of vteW

Published in: 2009 Thtrd Asia lnternallonal Conference on Modelling &

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Date of Conference: 25--29 May 2009 Date Added to IEEE Xplore: 12 June 2009

•ISBN Information:

•ISSN Information:

IN SPEC Accession Number: 10717249

DOI: 10 1109/AMS 2009149 Publisher: IEEE

Conference Location: Bau, irooresra

This paper w1ll 111troduce the theory arid practce of DNA-based ComputJng Models (DNAbCM) Several models will be proVKJed wfth the basic tools necessary to understand current research rn DNAl>CM Drscusson will focus on potential applrcatmns to artrfkral

mtelhqerce, schedulrng problem, molecular memory arid smart machines (or DK> rotctcs) Fottowing a bret review of DNA structure an oveMeW of the base tools from molecular biology utmzed m D!Otechnoklgy (e g DNA molecular annealing lrgallon polymenza!Jon restnctcn enzyme PCR and P

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Director lnstttute of Applied DNA Computmg and Control Systems, (IADC & CSL), Me111 urwersnv Presdent Japan Society for Sunulatrcn Technoklgy (JSST)

(12)

Cooferences > 2009 Tl1lrd A.s1a lntema�onal Q

Future Cyberspace and 30 Telepresence Collaborative Environments

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The ut»qurty of current rntemet and future cyberspace tecdnate creatcn of very effective and real lime

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mcreasmq pressures to save ml and gas, the future transportatcn may break less air trartc across Atlantic and promote ocean travel Dnngrng us Dack to qoroos llmes of the Trtamc A tnp from New Yorl<: to London vie arr takes 7-8 hours The same tnp via AlJan!Jc ferry may take 7 8 days Thrs would contnt>ute to

sewrq

oi\lgas and at the same time researchers, engineers, rnnovators, developers woukl have 7 8 days free !Jme to

dedicate to wntJng research proposals ar.d worl<: onlrne wrth other cojeeques as n they woukl never leave thetr own office and workplace In support of teerrerxeurq, CISCO has mtroduced new 30 Telepresense

technologies that aHow

creeton

of vrrtual boardrooms where experts from all over the world would be

abe

to conduct Round Table orscussons m real llme, wMe seeing each other ITT 30 as n they woukl all be phyS!Cally present

m

the same room at the same lime The author will discuss the

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Published in: 2009 Third Asia lntema!Jonal Conference on Modelling &

snnuaucn

Date of Conference: 25-29 May 2009 Date Added to IEEE Xplore: 12 June 2009

•ISBN Information:

•ISSN Information:

IN SPEC Accession Number: 10717250 DOI: 10 1109/AMS 2009150

Publisher: IEEE

Conference Location: Bau, Indonesia

The ut»qurty of current Internet and future cyberspace racutate creetcn of very effec!Jve ard rear-urre coaebcranve eflVlfonment supported with the 'teeoreserce rn 30 imaging The ut>rqu�y of current rntemet and future cyber space recmates creetcn of very effec!Ne and real nrre coHatJoratJve enwonn

st« if' J .. , Ccr f

Authors

S1gn m to Contrnue Readrng sence ar.d a new

>e " -rnbered tJ

Eduard Babotak

Urwersrty of varccuve, Canada

Professor Babutak is imemetonat sctoter, researcher, consultant, encator, protesscnet engineer and polyglot with more than twenty frve years of teaching expererce and mdustnal expenence as a

protesscrer engineer and consultant lnvrted Speaker at University of CamtJ.ndge, UK m March, 2009 fnvrted Speaker at MrT, USA rn September 2005 He currently hokJs V1sr!Jng Professorships m varcower ard works as Expert-Evaluator for the European Commission 111 Brussels He rs Fellow of anusn

Computer Society, Nominated Fellow of the IET, Cha tr of the IEEE vercouver Ethics, Professional and Conference Committee, Mefllor ard Senior member of IEEE ar.d ACM

(13)

Conferences > 2009 Tlmd Asia lntema�onal

O

A Proposed Research for Conceptual Modeling of Policy-Based Mobile Agent Groups

Publisher: IEEE Cite This � PDF

t Paper

C1taton

''

Tell Views Full

... ©

Amir 'rataer-knoer. praoeep K Ray. Nandan Parameswaran All Authors

Abstract

Document sectons 1 Introduction 2 Background

3 Research Approach

4 Research Methodok>gy 5 Conclusion

Authors

Abstract:

Mobile aqents are mcreas1ngly play 5ign�1Cant rote m orstnbuted mtcrrnatcn systems Th15 aruce eooresses

\he problem that happens when a rrcbre agent leaves a group arid wants to .!()ITT another ore Tberetore, � has to folklw different polices which may have conflicts w�h ns own requirements The paper studies the orobern from coopera!Jve management porn! of V!eW and goes to the technological level The multJ.-d1soplrnary nature of this problem makes \he

corceotuenzaton

benefickll to bulkl a mutual uoderstand1r,g of the

seoetcn

and

recognize polK:y conflicts Our research ques!Jon specnes how to recognize cornets between reqwrements of \he agent and policies of ccatcns, where n recently has moved The paper discusses about a proposed

research to bu1kl a meta model for conceptual modehng of this snuaton Ina! shoukl cover agency, klquomobrlrty, k:Jql)()Cooperationrdquo, and cqoopcrcesrdcoc

Published in: 2009 Third Asia lntermlllonal Conference on Modetl1ng & Sunuleton

Figures

References

cuetons

Keywords

Date of Conference: 25 29 May 2009

Date Added to IEEE Xplore: 12 June 2009

• ISBN Information:

• ISSN Information:

IN SPEC Accession Number. 10703305

DOI: 10 1109/AMS 2009 74 Publisher. IEEE

Conference Location: Bali, Indonesia

Metncs

1 Introduction

Mobile agent systems present a way of ar.alyzmg, designing, and implementing orstnbuted systems Ttas V!eW offers powerful tools arid techmques ttiat have the potenua! to

consxlerably improve the way 1n wl11ch people conceptualize and implement many types of dtstntxiled scttware Mobile agents are being used m mcreasmgly wide var.ety of

applrcalJons ranging from infrastructures such as networ!( management to some

mtcrmatcn system 1mplemen e pcrces play a

Sl{lruf1cant role lo denve th!s kin

- "

ally come from

tli r 1 mm r !IT! frl

Authors

..

" ' ' ' f

Am,r Talae1-Khoe1

Asia

Pacmc

ubqunous Healthcare Research Centre (APuHC), Unrversrty of New South

wales,

Australia

Pradeep K Ray

Asia Pacific ut»qurtous Healthcare Research Centre (APuHC), Unrversrty of New South Wales, Australia

Naridan Parameswaran

Asia

Pacmc

ubqunous Healthcare Research Centre (APuHC), Unrversrty of New South

wales,

Australia

(14)

Conferences > 2009TlmdA.s1alntema1lonal

O

An Immune Bidirectional Regulation-Based Decoupling Control in Single Shift Gas Turbine Plant

Publisher: IEEE Cite This � PDF

'

Pape, Crta�on

ea

full

Tell Views

... ©

Xiang-Ieng Zhang . Jun Liu . Zhli� wang All Authors

Abstract

Document Sections

t Introduction

z

The gas turbine system and

ns

control mooet

a

The decoupling control aqontnm

oasec

on the immune bldrrectronal regulation

'

SrmulatlOfl and orscusson

s

concmsons

Authors

Figures

References

cnetcns

Keywords

Metncs

Date of Conference: 25-29 May 2009 Date Added to IEEE Xplore: 12 June 2009

•ISBN Information:

•ISSN Information:

and the exhaust temperature o

soeec

steady

artects

d-rectlv th

Authors

)Gang-Ieng Zhang

Shanghai D1an11 UnfVefslly, Shanghai, China

Jun LIU

Shanghai DtanJt Urwerslly, Shanghai, Chrna

Zht-pe Wang

Shanghai D1an11 UnfVefsily, Shanghai, China

IN SPEC Accession Number: 10703306 DOI: 10 1109/AMS 2009 51

Publisher: IEEE

Conference Location: Bah, Indonesia

ers Keeprrig the rotate

� rnvan.able e�hi' 'it Published in: 2009 Third As� ITT!ema!Jonal Conference on Modellmg & Sunufaton Abstract:

Gas turbme ts a complex, strong non linear and multi vanatJ.le coupling pneumatic thermodynamics syslem Its typ,cal mode! ITT stabuny stlxltes consists of load frequency control, temperature control, and ecceerauon control A strong coupling relatonstup exists among three control systems which affect the rotate speed of turbine and the exhaust temperature of turbine A decoupling control metood is proposed mspned by the immure system and ns bsnrectcret regula!Jon mechanism m this paper The structure of the decoupling controjers rs designed and then the decoupling control algonthm rs proposed The decoupling control method rs applied to the gas turbine system The system is regarded as two srngle mput sITTgle--0utput systems Finally, some srmula!Jon expenments are

oore

to evaluate the control performance and the results show that the metood rs

ettectwe

and feasible The metood extends the decoupling control types 111 the modem control tbecry

1. Introduction

Nowadays, the essocaucn cycle plant wrth gas and stream turbrnes are used in the electnclly factmy In order to mamtam the oevces operating normally and efflctently some

parameters sf-cud be controlled According to the gas turb1rie the rotate speed of turbine

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