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2018 10th International Conference on Information Technology and Electrical Engineering

(ICITEE)

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IEEE Catalog Number : CFP18TEF-ART

ISBN : 978-1-5386-4739-4

Welcome Message from the General Chair

On behalf of the technical program committee (TPC), we warmly welcome you to 2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) inBali, Indonesia. The committee has organized exciting technical programs for ICITEE 2018 withconference theme of “Smart Technology for Better Society.” ICITEE 2018 is the annualinternational conference organized by Universitas Gadjah Mada (UGM), Yogyakarta, Indonesia andco-organized by King Mongkut's Institute of Technology Ladkrabang (KMITL), Bangkok,Thailand. As an annual international conference, ICITEE provides excellent platform to shareinnovative idea and experiences, exchange information, and explore collaboration amongresearchers, engineers, practitioners and scholars in the field of information technology,communications, and electrical engineering.

All submitted papers throughout the world went through a rigorous review process and each pa-per was evaluated by at least three independent reviewers in accordance with standard blindreview process. The accepted papers have been grouped into the fields of information technol-ogy, communications, power systems, electronics, signal processing, and control systems. Besides those regular sessions, ICITEE 2018 also features world-class keynote/plenary speeches and distinguish-invited speakers that reflect the current research and development trends in the aforementioned fields.

We are deeply indebted to all of our TPC members as well as our reviewers, who volunteered a considerable amount of their time and expertise to ensure a fair, rigorous, and timely reviewprocess. Many thanks should be given to our keynote and invited speakers who will share their experience in this conference. Last but not least, our sincere gratitude should be given to all authorsfor submitting their work to ICITEE 2018, which has allowed us to assemble a high quality technical program. Welcome to Bali and hope you will enjoy a wonderful experience in this Island of God.

With best regards,

Dr. Igi ArdiyantoGeneral Chair

Committees

Advisory Board CommitteeKazuhiko Hamamoto (Tokai University, Japan)Jun Miura (Toyohashi University of Technology, Japan)Suchatvee Suwansawat (KMITL, Thailand)Nopporn Chotikakamthorn (KMITL, Thailand)Sarjiya (Universitas Gadjah Mada, Indonesia)Hanung Adi Nugroho (Universitas Gadjah Mada, Indonesia)Lukito Edi Nugroho ((Universitas Gadjah Mada, Indonesia)Noor Akhmad Setiawan (Universitas Gadjah Mada,

Indonesia)Anton Satria Prabuwono (Universiti Kebangsaan Malaysia,

Malaysia)Fitri Yuli Zulkifli (IEEE Indonesia Section)

Guest Technical Program CommitteeRahmat Hidayat (IJASEIT, Politeknik Negeri Padang,

Indonesia)Balza Achmad (IJASEIT, Universitas Gadjah Mada,

Indonesia)

Organizing CommitteeIgi Ardiyanto (Universitas Gadjah Mada, Indonesia)I Wayan Mustika (Universitas Gadjah Mada, Indonesia)Lesnanto Multa Putranto (Universitas Gadjah Mada,

Indonesia)Sunu Wibirama (Universitas Gadjah Mada, Indonesia)Adhistya Erna Permanasari (Universitas Gadjah Mada,

Indonesia)Ahmad Nasikun (Universitas Gadjah Mada, Indonesia)F. Danang Wijaya (Universitas Gadjah Mada, Indonesia)D. Dony Ariananda (Universitas Gadjah Mada, Indonesia)Anugerah Galang Persada (Universitas Gadjah Mada,

Indonesia)Warsun Najib (Universitas Gadjah Mada, Indonesia)Iswandi (Universitas Gadjah Mada, Indonesia)Prapto Nugroho (Universitas Gadjah Mada, Indonesia)Eny Sukani Rahayu (Universitas Gadjah Mada, Indonesia)Yusuf Susilo Wijoyo (Universitas Gadjah Mada, Indonesia)Adha Imam Cahyadi (Universitas Gadjah Mada, Indonesia)Silmi Fauziati (Universitas Gadjah Mada, Indonesia)Avrin Nur Widiastuti (Universitas Gadjah Mada, Indonesia)Addin Suwastono (Universitas Gadjah Mada, Indonesia)Indria Purnamasari (Universitas Gadjah Mada, Indonesia)Cahyo Tri Wibowo (Universitas Gadjah Mada, Indonesia)Yaenuri (Universitas Gadjah Mada, Indonesia)Sri Muryani (Universitas Gadjah Mada, Indonesia)Suyanto (Universitas Gadjah Mada, Indonesia)Nanang Dani Widyanto (Universitas Gadjah Mada,

Indonesia)Lilik Suyanti (Universitas Gadjah Mada, Indonesia)Rudy Prayitno (Universitas Gadjah Mada, Indonesia)Nawang Siwi (Universitas Gadjah Mada, Indonesia)

Technical Program CommitteeAndy Warner (Google, USA)Bo Jiang (Omnivision, Ltd.)Agus Bejo (Universitas Gadjah Mada, Indonesia)Anto S. Nugroho (Agency for the Assessment and Application

of Technology, Indonesia)Dani Adhipta (Universitas Gadjah Mada, Indonesia)

Marco Aiello (University of Groningen, Netherlands)Husni R. Ali (Imperial College London, United Kingdom)Khoirul Anwar (Telkom University, Indonesia)Wayan Ariastina (Udayana University, Indonesia)Dhany Arifianto (Institut Teknologi Sepuluh Nopember,

Indonesia)Nopporn Chotikakamthorn (King Mongkut`s Institute of

Technology Ladkrabang, Thailand)Taufik Djatna (Bogor Agricultral UnIversity, Indonesia)Maulahikmah Galinium (Swiss German University,

Indonesia)Mustansar Ghazanfar (University of Southampton, United

Kingdom)Ida Giriantari (Udayana University, Bali, Indonesia)Rudy Hartanto (Universitas Gadjah Mada, Indonesia)T Haryono (Universitas Gadjah Mada, Indonesia)Kazunori Hayashi (Kyoto University, Japan)Indriana Hidayah (Gadjah Mada University, Indonesia)Mamiko Inamori (Tokai University, Japan)Haruichi Kanaya (Kyushu University, Japan)Umar Khayam (ITB, Indonesia)Satya Kumara (Udayana University, Bali, Indonesia)Yoshimitsu Kuroki (National Institute of Technology, Kurume

College, Japan)Teerapong Leelanupab (King Mongkut’s Institute of

Technology Ladkrabang, Thailand)Hidekazu Murata (Kyoto University, Japan)Eiji Okamoto (Nagoya Institute of Technology, Japan)Sooksan Panichpapiboon (King Mongkut’s Institute of

Technology Ladkrabang, Thailand)Kitsuchart Pasupa (King Mongkut’s Institute of Technology

Ladkrabang, Thailand)Wanchalerm Pora (Chulalongkorn University, Thailand)Esa Prakasa (Indonesian Institute of Sciences, Indonesia)Ardyono Priyadi (Institut Teknologi Sepuluh Nopember,

Indonesia)Mauridhi H. Purnomo (Institut Teknologi Sepuluh Nopember,

Indonesia)Jaziar Radianti (University of Agder, Center of Integrated

Emergency Management, Norway)Sunisa Rimcharoen (Burapha University, Thailand)Azkario Rizky (Universitas Gadjah Mada, Indonesia)Wimol San-Um (Thai-Nichi Institute of Technology, Thailand)Chalermsub Sangkavichitr (King Mongkut’s University of

Technology Thonburi, Thailand)Rohana Sapawi (Universiti Malaysia Sarawak, Malaysia)Chanboon Sathitwiriyawong (King Mongkut’s Institute of

Technology Ladkrabang, Thailand)Iwan Setyawan (Satya Wacana Christian University,

Indonesia)Joko Siswantoro (Universitas Surabaya, Indonesia)Selo Sulistyo (Universitas Gadjah Mada, Indonesia)Boonprasert Surakratanasakul (King Mongkut’s Institute of

Technology Ladkrabang, Thailand)Addy Wahyudie (UAE University, UAE)Yoshikazu Washizawa (The University of Electro-

Communications, Japan)Gunawan Wibisono (University of Indonesia, Indonesia)Widy Widyawan (Universitas Gadjah Mada, Indonesia)Mohd. Asraf Ahmad (Universiti Malaysia Pahang, Malaysia)Koji Yamamoto (Kyoto University, Japan)I Made Yulistya Negara (Institut Teknologi Sepuluh

Nopember, Indonesia)I Putu Agung Bayupati (Udayana University, Indonesia)Salah Benbrahim (Ecole Polytechnique, France)Firmansyah N. Budiman (Universitas Islam Indonesia,

Indonesia)Dhomas H. Fudholi (La Trobe University, Australia)Azwirman Gusrialdi (University of Central Florida)Fakhriy Hario (Universitas Brawijaya, Indonesia)Herianto (Universitas Gadjah Mada, Indonesia)Roni Irmawan (Aalborg University, Denmark)

Lila I. Izhar (Universiti Teknologi Petronas, Malaysia)Kurnianingsih (Universitas Gadjah Mada, Indonesia)Edi Kurniawan (Indonesian Institute of Sciences, Indonesia)Aina Musdholifah (Universitas Gadjah Mada, Indonesia)Ponrudee Netisopakul (King Mongkut’s Institute of

Technology Ladkrabang, Thailand)Natapon Pantuwong (King Mongkut’s Institute of Technology

Ladkrabang, Thailand)Reza Pulungan (Universitas Gadjah Mada, Indonesia)Agfianto Putra (Universitas Gadjah Mada, Indonesia)Gusti Putri (Universitas Gadjah Mada, Indonesia)Adian Rochim (Diponegoro University, Indonesia)Saiyan Saiyod (Khon Kaen University, Thailand)Muhammad Saputra (University of Oxford, United Kingdom)Ibrahim Shapiai (Malaysia-Japan International Institute of

Technology, Malaysia)Ivanna Timotius (Satya Wacana Christian University,

Indonesia)Yingjie Wang (Shanghai Jiaotong University, China)Awang Wardana (Universitas Gadjah Mada, Indonesia)Rony Wibowo (Institut Teknologi Sepuluh Nopember,

Indonesia)Heroe Wijanto (Telkom University, Indonesia)Teguh B. Adji (Universitas Gadjah Mada, Indonesia)

Areeya Aeimbhu (Srinakharinwirot University, Thailand)Khairul Anam (University of Jember, Indonesia)Ekkarat Boonchieng (Chiang Mai University, Thailand)Ibrahima Faye (Universiti Teknologi Petronas, Malaysia)Ridi Ferdiana (Universitas Gadjah Mada, Indonesia)Ahnaf Hassan (Bangladesh University of Engineering and

Technology, Bangladesh)Afia Hayati (Universitas Gadjah Mada, Indonesia)Adhika Widyaparaga (Universitas Gadjah Mada, Indonesia)Keiji Iramina (Kyushu University, Japan)Suparerk Janjarasjitt (Ubon Ratchathani University,

Thailand)Vahid Khalilzad-Sharghi (Medical Imaging Solutions, USA)Boriphat Methachan (National Metal and Materials

Technology Center, Thailand)M. Mitrayana (Universitas Gadjah Mada, Indonesia)Izzati Muhimmah (Universitas Islam Indonesia, Indonesia)Hermawan Nugroho (SEGi University, Malaysia)Alongkorn Pimpin (Chulalongkorn University, Thailand)Surapong Pongyupinpanich (Ramkhamhaeng University, Thailand)Surahyo Sumarsono (Universitas Gadjah Mada, Indonesia)Weerasak Ussawawongraya (King Mongkut's University of Technology North Bangkok, Thailand)

Table of Contents

Technical Sessions Track 1: Communication and Network Technologies

CNT-1-1 Substrate Integrated Waveguide Filter with A Slot in The Middle of Defected Ground

Structure

Dian Widi Astuti (Universitas Mercu Buana, Indonesia); Mohammad Wisnu Adhitama (Universitas

Mercu Buana, Indonesia); Muslim (Universitas Mercu Buana, Indonesia); Trya Agung Pahlevi

(Universitas Mercu Buana, Indonesia)

CNT-1-2 Cascaded-optimum Matching Layer for Planar Bowtie Terahertz Antenna on Extended

Hemispherical High Dielectric Lens

Arie Pangesti Aji (Universitas Indonesia, Indonesia); Catur Apriono (Universitas Indonesia,

Indonesia); Fitri Yuli Zulkifli (Universitas Indonesia, Indonesia); Eko Tjipto Rahardjo (Universitas

Indonesia, Indonesia)

CNT-1-3 DFT-Based Channel Estimation for GFDM on Multipath Channels

Al Kautsar Permana (Bandung Institute of Technology, Indonesia); Effrina Yanti Hamid (Bandung

Institute of Technology, Indonesia)

CNT-1-4 A Vestigial Sideband Modulation Scheme Using Two Parallel DD-MZMs in Radio Over Fiber

Systems

Febrizal Ujang (Universitas Indonesia, Indonesia); Gunawan Wibisono (Universitas Indonesia,

Indonesia)

CNT-2-1 Evaluation of LDPC Code and Polar Code Coding Scheme in 5G Technology – Massive

Machine Type Communication

Guntur Kuntoro Prayogo (Universitas Indonesia, Indonesia); Reihan Putra (Universitas Indonesia,

Indonesia); Akmal Hugo Prasetyo (Universitas Indonesia, Indonesia); Muhammad Suryanegara

(Universitas Indonesia, Indonesia)

CNT-2-2 Robust Sensor Network Deployment with Priority Based on Failure Centrality

Lanny Sitanayah (Universitas Katolik De La Salle Manado, Indonesia)

CNT-2-3 Estimation of the Percolation Threshold for D2D Networks on Urban Road Models

Nila Novita Gafur (Institut Teknologi Sepuluh Nopember, Indonesia); Heri Kuswanto (Institut

Teknologi Sepuluh Nopember, Indonesia); Elie Cali (Orange Labs Network, France); Taoufik En-

Najjary (Orange Labs Network, France)

CNT-2-4 Improving End-to-End Network Throughput Using Multiple Best Paths Routing in Software

Defined Networking

Widhi Yahya (University of Brawijaya, Indonesia); Achmad Basuki (University of Brawijaya,

Indonesia); Wildan Maulana S (University of Brawijaya, Indonesia); Sabriansyah Rizqika Akbar

(University of Brawijaya, Indonesia); Adhitya Bhawiyuga (University of Brawijaya, Indonesia)

CNT-3-1 Performance of Adaptive Modulation over Frequency Selective Fading Channel in VANET

Environment

Rizkha Ajeng Rochmatika (Institut Teknologi Sepuluh Nopember, Indonesia); Titiek Suryani

(Institut Teknologi Sepuluh Nopember, Indonesia); Wirawan (Institut Teknologi Sepuluh

Nopember, Indonesia)

CNT-3-2 Semi-Widely Linear Filter with Intermittent Observations and Correlated Noises at the Same

Epoch

Rosa M. Fern´andez-Alcal´a (University of Ja´en, Spain); Jes´us Navarro-Moreno (University of

Ja´en, Spain); Juan C. Ruiz Molina (University of Ja´en, Spain); Jos´e D. Jim´enez-L´opez

(University of Ja´en, Spain)

CNT-3-3 Comparative Analysis of Dispersion Compensating Fiber in DWDM System Using 10 Gbps

and 40 Gbps Bit Rate

Fauza Khair (Institut Teknologi Telkom Purwokerto, Indonesia), I Wayan Mustika (Universitas

Gadjah Mada, Indonesia), Fahmi (Institut Teknologi Telkom Purwokerto, Indonesia), Dodi

Zulherman (Institut Teknologi Telkom Purwokerto, Indonesia), Fakhriy Hario (Universitas

Brawijaya, Indonesia)

CNT-3-4 Analysis of RTO and RPO of a Service Stored on Amazon Web Service (AWS) and Google

Cloud Engine (GCE)

Yorisan P. Baginda (Institut Teknologi Sepuluh Nopember, Indonesia); Achmad Affandi (Institut

Teknologi Sepuluh Nopember, Indonesia); Istas Pratomo (Institut Teknologi Sepuluh Nopember,

Indonesia)

CNT-4-1 Investigating User Experience with Digital Ethnography Approach: Principles and

Guidelines

Stevanus Wisnu Wijaya (Universitas Prasetiya Mulya, Indonesia); Nurmalia (Universitas Prasetiya

Mulya, Indonesia)

CNT-4-2 A Study on Metaheuristics for Urban Traffic Light Scheduling Problems

Sartikha (Universitas Gadjah Mada, Indonesia); Igi Ardiyanto (Universitas Gadjah Mada,

Indonesia); Selo Sulistyo (Universitas Gadjah Mada, Indonesia)

CNT-4-3 Modification of Multi Band Printed Dipole Antenna for Indoor Base Station of LTE Systems

Iswandi (Universitas Gadjah Mada, Indonesia); Mochamad Nur Zaini Akbar (Universitas Gadjah

Mada, Indonesia); Albert Kristian Danan Jaya (Universitas Gadjah Mada, Indonesia); Eny Sukani

Rahayu (Universitas Gadjah Mada, Indonesia)

CNT-4-4 Control System of Green Extension of Traffic Signal Uses Petri Net

Tomi Tristono (Universitas Merdeka Madiun, Indonesia); Setiyo Daru Cahyono (Universitas

Merdeka Madiun, Indonesia); Sutomo (Universitas Merdeka Madiun, Indonesia); Pradityo Utomo

(Universitas Merdeka Madiun, Indonesia)

Track 2: Control Systems

CS-1-1 VoBiRo - Vocational Bipedal Robot Platform, Kinematic and Locomotion Control

Fahmizal Fahmi (Universitas Gadjah Mada, Indonesia); Afrizal Mayub (University of Bengkulu,

Indonesia)

CS-1-2 Neuro-Fuzzy Control for Generalised Nonlinear Systems under a Recursive Framework

Paulo Gil (Universidade Nova de Lisboa, Portugal and University of Coimbra, Portugal); Tiago

Oliveira (Universidade Nova de Lisboa, Portugal); Alberto Cardoso (University of Coimbra,

Portugal); Luis Brito Palma (Universidade Nova de Lisboa, Portugal)

CS-1-3 Application of L1 Adaptive Control for Helicopter Vibration

Farida Gamar (Institut Teknologi Sepuluh Nopember, Indonesia); Rusdhianto Efendi Abdul Kadir

(Institut Teknologi Sepuluh Nopember, Indonesia); Achmad Jazidie (Institut Teknologi Sepuluh

Nopember, Indonesia)

CS-1-4 Application of Bees Algorithm to Reduce Household's Energy Costs via Load Deferment

Joaquim Leitão (University of Coimbra, Portugal); Paulo Gil (Universidade Nova de Lisboa,

Portugal); Bernardete Ribeiro (University of Coimbra, Portugal); Alberto Cardoso (University of

Coimbra, Portugal)

CS-2-1 Resilience Enhancement Through a Multi-agent Approach over Cyber-Physical Systems

Fábio Januário (Universidade Nova de Lisboa, Portugal); Alberto Cardoso (University of Coimbra,

Portugal); Paulo Gil (Universidade Nova de Lisboa, Portugal)

CS-2-2 Bicycle Path Planning on Omnidirectional Mobile Robot Using Fuzzy Logic Controller

Muhammad Labiyb Afakh (Politeknik Elektronika Negeri Surabaya, Indonesia); Muhammad Irfan

Mas'udi (Politeknik Elektronika Negeri Surabaya, Indonesia); Fernando Ardilla, (Politeknik

Elektronika Negeri Surabaya, Indonesia); Iwan Kurnianto Wibowo (Politeknik Elektronika Negeri

Surabaya, Indonesia); Bayu Marta (Politeknik Elektronika Negeri Surabaya, Indonesia)

CS-2-3 Implementation of PID Control in Active Ball Handling System of Middle Size Robot Soccer

Muhammad Irfan Mas'udi (Politeknik Elektronika Negeri Surabaya, Indonesia); Muhammad

Labiyb Afakh (Politeknik Elektronika Negeri Surabaya, Indonesia); Fernando Ardilla (Politeknik

Elektronika Negeri Surabaya, Indonesia); Iwan Kurnianto Wibowo (Politeknik Elektronika Negeri

Surabaya, Indonesia); Bayu Marta (Politeknik Elektronika Negeri Surabaya, Indonesia)

CS-2-4 Consensus of Uncertain Second-Order Multi-Agent Systems Using Interval Type-2 Fuzzy

System and Minimal Learning Parameter Algorithm

Maedeh Taj (Shahrekord University, Iran); Maryam Shahriari-kahkeshi (Shahrekord University,

Iran)

CS-3-1 A Framework to Support AGV System Design and Implementation for Indoor Warehouse

Applications

Sheng-Shih Wang (Minghsin University of Science and Technology, Taiwan); De-Jun Huang

(Minghsin University of Science and Technology, Taiwan); Pei-Chun Lee (Minghsin University of

Science and Technology, Taiwan)

CS-3-2 Unknown Input Observer for Battery Open Circuit Voltage Estimation: An LMI Approach

Bobby Dewangga (Universitas Gadjah Mada, Indonesia); Samiadji Herdjunanto (Universitas

Gadjah Mada, Indonesia); Adha Imam Cahyadi (Universitas Gadjah Mada, Indonesia)

CS-3-3 Direct Torque Control of PMSM Using 12-Sector and PWM Approach Based on the Supplied

Voltage Function

Jun Hwi Park (Kyungsung University, Korea); Dong-Hee Lee (Kyungsung University, Korea); Ji-

Wong Kim (Korea Electrontechnology Research Institute, Korea)

Track 3: Electronics, Circuits, and Systems

ECS-1-1 Wideband Circularly Polarized Printed Slot Antenna With A Pair of Slant Line Slots

Asif Awaludin (Center for Atmospheric Science and Technology National Institute of Aeronautics

and Space, Indonesia); Josaphat Tetuko Sri Sumantyo (Center for Environmental Remote Sensing

Chiba University, Japan)

ECS-1-2 A Circuit for Robust Visible Light Communication Systems in Indoor Environment

Trio Adiono (Institut Teknologi Bandung, Indonesia); Syifaul Fuada (Institut Teknologi Bandung,

Indonesia); Angga Pradana (Insitut Teknologi Bandung, Indonesia)

ECS-1-3 Depolarizing Chipless RFID Sensor Tag for Characterization of Metal Cracks Based on Dual

Resonance Features

Adi Mahmud Jaya Marindra (Kalimantan Institute of Technology, Indonesia and Newcastle

University, United Kingdom); Ruslee Sutthaweekul (Newcastle University, United Kingdom); Gui

Yun Tian (Newcastle University, United Kingdom)

ECS-1-4 Design and Physical Implementation of a Low Frequency On-Chip Oscillator

Jaydeep Banik Mazumdar (Indian Institute of Technology (BHU) Varanasi, India); Dr. Kishor

Sarawadekar (Indian Institute of Technology (BHU) Varanasi, India)

ECS-2-1 Tracking Antenna System Design for DVB-T2 Set Top Box Based on Fuzzy Inference System

Herti Miawarni, M. Mahaputra Hidayat, (Universitas Bhayangkara Surabaya, Indonesia); Dwi Edi

Setyawan (Institut Teknologi Sepuluh Nopember, Indonesia); Eko Setijadi (Institut Teknologi

Sepuluh Nopember, Indonesia); Surya Sumpeno (Institut Teknologi Sepuluh Nopember, Indonesia)

ECS-2-2 Design and Implementation of Smart Card Interface Device on Zynq-7000 System-on-Chip

Adi Candra Swastika (Institut Teknologi Bandung, Indonesia); Trio Adiono (Institut Teknologi

Bandung, Indonesia)

ECS-2-3 Analytical Model for the Threshold Voltage of a Double Gate Tunneling MOSFET Including

the Source/Drain Depletion Regions

Mahshad Ghaffari (Shahrekord University, Iran); Seyed Amir Hashemi (Shahrekord University,

Iran)

Track 4: Information Technology

IT-1-1 Web Server Farm Design Using Personal Computer (PC) Desktop

Iqsyahiro Kresna A (Bandung Institute of Technology, Indonesia); Yusep Rosmansyah (Bandung

Institute of Technology, Indonesia)

IT-1-2 Analyzing of Employee Behavior on Information Security: A Case Study in a Government

Agency

Yulianto Budi Prabowo (University of Indonesia, Indonesia); Muhammad Fathi (University of

Indonesia, Indonesia); Achmad Nizar Hidayanto (University of Indonesia, Indonesia); Ika Chandra

Hapsari (University of Indonesia, Indonesia)

IT-1-3 Access Control on Internet of Things based on Publish/Subscribe using Authentication Server

and Secure Protocol

Aulia Arif Wardana (Institut Teknologi Bandung, Indonesia); Riza Satria Perdana (Institut

Teknologi Bandung, Indonesia)

IT-1-4 Technology Web 2.0 as Intervention Media: Technology Organization Environment and

Socio-Technical System Perspective

Yohana Dewi Lulu Widyasari (Universitas Gadjah Mada, Indonesia and Politeknik Caltex Riau,

Indonesia); Lukito Edi Nugroho (Universitas Gadjah Mada, Indonesia); Adhistya Erna Permanasari

(Universitas Gadjah Mada, Indonesia)

IT-2-1 Comparison of Three Auditory Frequency Scales in Feature Extraction on Myanmar Digits

Recognition

Hay Mar Soe Naing (Universitas Gadjah Mada, Indonesia); Risanuri Hidayat (Universitas Gadjah

Mada, Indonesia); Bondhan Winduratna (Universitas Gadjah Mada, Indonesia); Yoshikazu

Miyanaga (Hokkaido University, Japan)

IT-2-2 The Determination of Website Usability Components by using Generalized Structured

Component Analysis

Rezki Wulan Permata Sari (Sepuluh Nopember Institute of Technology, Indonesia); Siti Rochimah

(Sepuluh Nopember Institute of Technology, Indonesia)

IT-2-3 CoMa: Development of Gamification-based E-learning

Fitra A. Bachtiar (Brawijaya University, Indonesia); Fajar Pradana (Brawijaya University,

Indonesia); Bayu Priyambadha (Brawijaya University, Indonesia); Dhanuari I. Bastari (Brawijaya

University, Indonesia)

IT-2-4 Effect of Security Education Using Gamification Theory at KOSEN

Keiichi Yonemura (National Institute of Technology, Kisarazu College, Japan); Jun Sato (National

Institute of Technology, Tsuruoka College, Japan); Takeshi Houga (National Institute of

Technology, Tsuruoka College, Japan); Yoshihiro Takeichi (National Institute of Technology,

Tsuruoka College, Japan); Ryotaro Komura (National Institute of Technology, Ishikawa College,

Japan); Kuniaki Yajima (National Institute of Technology, Sendai College, Japan)

IT-3-1 Evidence Data Collection with ANDROSICS Tool for Android Forensics

Naing Linn Htun (University of Computer Studies, Yangon, Myanmar); Mie Mie Su Thwin

(University of Computer Studies, Yangon, Myanmar); Cho Cho San (University of Computer

Studies, Yangon, Myanmar)

IT-3-2 Natural Language Processing and Lexical Approach for Depression Symptoms Screening of

Indonesian Twitter User

Irwan Oyong (Universitas AMIKOM Yogyakarta, Indonesia); Ema Utami (Universitas AMIKOM

Yogyakarta, Indonesia); Emha Taufiq Luthfi (Universitas AMIKOM Yogyakarta, Indonesia)

IT-3-3 Mobile App Review Labeling Using LDA Similarity and Term Frequency-Inverse Cluster

Frequency (TF-ICF)

Alifia Puspaningrum (Institut Teknologi Sepuluh Nopember, Indonesia); Daniel Siahaan (Institut

Teknologi Sepuluh Nopember, Indonesia); Chastine Fatichah (Institut Teknologi Sepuluh

Nopember, Indonesia)

IT-3-4 Optimal Distribution Route Planning based on Collaboration of Dijkstra and Sweep

Algorithm

La Ode Mohamad Zulfiqar (Universitas Diponegoro, Indonesia); R. Rizal Isnanto (Universitas

Diponegoro, Indonesia); Oky Dwi Nurhayati (Universitas Diponegoro, Indonesia)

IT-4-1 Deciding Endemic Area of Dengue Fever using Simple Multi Attribute Rating Technique

Exploiting Ranks

Julia Purnama Sari (Diponegoro University, Indonesia); Rachmat Gernowo (Diponegoro

University, Indonesia); Jatmiko Endro Suseno (Diponegoro University, Indonesia)

IT-4-2 Smart City Model: a Literature Review

Kusuma Adi Achmad (Universitas Gadjah Mada, Indonesia); Lukito Edi Nugroho (Universitas

Gadjah Mada, Indonesia); Achmad Djunaedi (Universitas Gadjah Mada, Indonesia); Widyawan

(Universitas Gadjah Mada, Indonesia)

IT-4-3 Self Monitoring, Failure-Detection and Decision-Making System to Support E-TrashBot

(EEPIS Trash Bin Robot) Operations: Preliminary Report

Kisron (Politeknik Elektronika Negeri Surabaya, Indonesia); Bima Sena Bayu Dewantara

(Politeknik Elektronika Negeri Surabaya, Indonesia); Fernando Ardilla (Politeknik Elektronika

Negeri Surabaya, Indonesia)

IT-4-4 Fashion Finder: A System for Locating Online Stores on Instagram from Product Images

Thanawat Lodkaew (King Mongkut’s Institute of Technology Ladkrabang, Thailand); Weeruhputt

Supsohmboony (King Mongkut’s Institute of Technology Ladkrabang, Thailand); Kitsuchart

Pasupaz (King Mongkut’s Institute of Technology Ladkrabang, Thailand); Chu Kiong Loo

(University of Malaya, Malaysia )

IT-5-1 Impact of Piracy on Music Sales in Digital Music Transformation - A Systematic Literature

Review

Nanang Husin (University of Indonesia, Indonesia); Achmad Hidayanto (University of Indonesia,

Indonesia)

IT-5-2 Implementing Rule-based and Naive Bayes Algorithm on Incremental Sentiment Analysis

System for Indonesian Online Transportation Services Review

Cut Fiarni (Institut Teknologi Harapan Bangsa, Indonesia); Herastia Maharani (Institut Teknologi

Harapan Bangsa, Indonesia); Enriko Irawan (Institut Teknologi Harapan Bangsa, Indonesia)

IT-5-3 An Analysis of the New Employee Onboarding Process in Startup

Putu Yudia Pratiwi (Universitas Gadjah Mada, Indonesia); Ridi Ferdiana (Universitas Gadjah

Mada, Indonesia); Rudy Hartanto (Universitas Gadjah Mada, Indonesia)

IT-5-4 Ontologies for Decision Support System: The Study of Focus and Techniques

Ika Arthalia Wulandari (University of Indonesia, Indonesia); Dana Indra Sensuse (University of

Indonesia, Indonesia); Adila Alfa Krisnadhi (University of Indonesia, Indonesia); Izzah Fadhilah

Akmaliah (University of Indonesia, Indonesia); Puji Rahayu (University of Indonesia, Indonesia

and Perbanas Institute, Indonesia)

IT-6-1 A New Model for Measuring the Complexity of SQL Commands

Made Agus Putra Subali (Institut Teknologi Sepuluh Nopember, Indonesia); Siti Rochimah (Institut

Teknologi Sepuluh Nopember, Indonesia)

IT-6-2 Text and Object Detection on Billboards

Tripidok Intasuwan (King Mongkut’s Instituteof Technology Ladkrabang, Thailand); Jakkraphatara

Kaewthong (King Mongkut’s Instituteof Technology Ladkrabang, Thailand); Sirion Vittayakorn

(King Mongkut’s Institute of Technology Ladkrabang, Thailand)

IT-6-3 Fake News Identification Characteristics Using Named Entity Recognition and Phrase

Detection

Herley Shaori Al-Ash (Universitas Indonesia, Indonesia); Wahyu Catur Wibowo (Universitas

Indonesia, Indonesia)

IT-6-4 Exploring practices and engagement of Instagram by Indonesia Government Ministries

Achmad Fauzi Azmi (Universitas Indonesia, Indonesia); Indra Budi (Universitas Indonesia,

Indonesia)

IT-7-1 Evaluation of Fixation Duration Accuracy in Determining Selected Product on E-commerce

Juni Nurma Sari (Universitas Gadjah Mada, Indonesia and Politeknik Caltex Riau, Indonesia)

Lukito Edi Nugroho (Universitas Gadjah Mada, Indonesia); Ridi Ferdiana (Universitas Gadjah

Mada, Indonesia); Paulus Insap Santosa (Universitas Gadjah Mada, Indonesia)

IT-7-2 Food Products Monitoring Machine Using Combinations of Multiple Autonomous Sensors

Nelvson Shine (Surya University, Indonesia); Filbert Anthony Wibisono (Surya University,

Indonesia); Theresia Rochadiani (Surya University, Indonesia); Erwin Anggadjaja (Universitas

Prasetiya Mulya, Indonesia)

IT-7-3 Critical Success Factor Online Service Quality In Online Marketing: A Systematic Literature

Review

Silvia Ayunda Murad (Universitas Islam Syekh Yusuf, Indonesia); Dina Fitria Murad (Bina

Nusantara University, Indonesia); Erick Fernando (Bina Nusantara University, Indonesia); Anita B.

Wandanaya (STMIK Raharja, Indonesia)

IT-7-4 Information System Platform for Outbreak Investigation : A Case Study in Department of

Biostatistic, Epidemiology and Public Health, Gadjah Mada University

Kharisma Prasetya (Universitas Gadjah Mada, Indonesia); Dani Adhipta (Universitas Gadjah

Mada, Indonesia); Sunu Wibirama (Universitas Gadjah Mada, Indonesia); Adhistya Erna

Permanasari (Universitas Gadjah Mada, Indonesia)

IT-8-1 Factors Influencing e-payment Loyalty in Thailand

Kobthong Ladkoom (King Mongkut's Institute of Technology Ladkrabang, Thailand); Bundit

Thanasopon (King Mongkut's Institute of Technology Ladkrabang, Thailand)

IT-8-2 User-Centered Design on Metacognitive Training System: A Case in Algorithm and Data

Structure Course

Indriana Hidayah (Universitas Gadjah Mada, Indonesia); Teguh Bharata Adji (Universitas Gadjah

Mada, Indonesia); Noor Akhmad Setiawan (Universitas Gadjah Mada, Indonesia); Silmi Fauziati

(Universitas Gadjah Mada, Indonesia); Rudy Hartanto (Universitas Gadjah Mada, Indonesia); M.

A. Gumilang (Universitas Gadjah Mada, Indonesia)

IT-8-3 Performance Evaluation of n-Grams Ratio Features in Solving Multi-Classes Classification

Problems

Taufik Fuadi Abidin (Syiah Kuala University, Indonesia); Nur Ratna Sari (Syiah Kuala University,

Indonesia); Ahmad Zuhri Ramadhan (Syiah Kuala University, Indonesia); Irvanizam (Syiah Kuala

University, Indonesia); Razief Perucha Fauzie Afidh (Syiah Kuala University, Indonesia)

IT-8-4 Meta-Review of Augmented Reality in Education

Bimo Sunarfri Hantono (Universitas Gadjah Mada, Indonesia); Lukito Edi Nugroho (Universitas

Gadjah Mada, Indonesia); P. Insap Santosa (Universitas Gadjah Mada, Indonesia)

IT-9-1 Face Recognition for Attendance System Detection

Rudy Hartanto (Universitas Gadjah Mada, Indonesia); Marcus Nurtiantoro Adji (Universitas

Gadjah Mada, Indonesia)

IT-9-2 Development of Enterprise Security Framework in SKK Migas Based on Integration of ISO

27000 and SABSA Model

Warsun Najib (Universitas Gadjah Mada, Indonesia); Sujoko Sumaryono (Universitas Gadjah

Mada, Indonesia); Lukito Edi Nugroho (Universitas Gadjah Mada, Indonesia); Guntur Dharma

Putra (Universitas Gadjah Mada, Indonesia)

IT-9-3 Examining the Critical Success Factors of Startup in Thailand Using Structural Equation

Model

Srinual Nalintippayawong (King Mongkut's Institute of Technology Ladkrabang, Thailand);

Supannada Chotipant (King Mongkut's Institute of Technology Ladkrabang, Thailand); Nattakit

Waiyawatpattarakul (King Mongkut’s Institute of Technology Ladkrabang, Thailand)

IT-9-4 Optimizing Utilization Server Using Server Virtualization Data Center Services: Case Studies

Ministry of Transportation Republic Indonesia

Laura Dasuha (University of Budi Luhur, Indonesia); Sardjoeni Moedjiono (Budi Luhur University,

Indonesia); Rian Putra (Ministry of Transportation, Indonesia)

IT-10-1 Design of Data Collection Form to Ensure Consistency in AHP

Achmad Farid Wadjdi (R&D Ministry of Defense, Indonesia); Eddy MT. Sianturi (R&D Ministry

of Defense, Indonesia); Nina Ruslinawaty (R&D Ministry of Defense, Indonesia)

IT-10-2 Performance of Automation Testing Tools for Android Applications

Arnaldo Marulitua Sinaga (Institut Teknologi Del, Indonesia); Adi Wibowo P (Institut Teknologi

Del, Indonesia); Ariestoni Silalahi (Institut Teknologi Del, Indonesia); Nita Yolanda (Institut

Teknologi Del, Indonesia)

IT-11-1 A Conceptual Model of User Experience in Scrum Practice

Sesaria Kikitamara (Universitas Prasetiya Mulya, Indonesia); Anastasia Ary Noviyanti (Universitas

Prasetiya Mulya, Indonesia)

IT-11-2 Smart Micro Farm: Sustainable Algae Spirulina Growth Monitoring System

Eko Ariawan (Universitas Prasetiya Mulya, Indonesia); Stanley A. Makalew (Universitas Prasetiya

Mulya, Indonesia)

Track 5: Power Systems

PS-1-1 Comparison of ABC and Genetic Algorithms on Economic Power Dispatch

A.N. Afandi (Universitas Negeri Malang, Indonesia); Irham Fadlika (Universitas Negeri Malang,

Indonesia); Siti Sendari (Universitas Negeri Malang, Indonesia); Hajime Miyauchi (Kumamoto

University, Japan); Goro Fujita (Shibaura Institute of Technology, Japan); Nedim Tutkun (Düzce

University, Turkey)

PS-1-2 Security Constrained Optimal Power Flow Considering Dynamic Line Rating

Santi Triwijaya (Institut Teknologi Sepuluh Nopember, Indonesia); Nurdin Sugiantoro (Institut

Teknologi Sepuluh Nopember, Indonesia); Yuli Prasetyo (Institut Teknologi Sepuluh Nopember,

Indonesia); Firdaus (Institut Teknologi Sepuluh Nopember, Indonesia); Rony Seto Wibowo

(Institut Teknologi Sepuluh Nopember, Indonesia); Ontoseno Penangsang (Institut Teknologi

Sepuluh Nopember, Indonesia)

PS-1-3 ANN-Based Modeling of Directional Overcurrent Relay Characteristics Applied in Radial

Distribution System with Distributed Generations

Alexandre Musirikare (Institut Teknologi Sepuluh Nopember, Indonesia); Margo Pujiantara

(Institut Teknologi Sepuluh Nopember, Indonesia); Anang Tjahjono (Institut Teknologi Sepuluh

Nopember, Indonesia); Mauridhi Hery Purnomo (Institut Teknologi Sepuluh Nopember, Indonesia)

PS-1-4 System Dynamics Model with Human Development Paradigm for Projection of Electricity

Needs per Household 2016-2050 in Papua Province - Indonesia

Yosef Lefaan (Universitas Indonesia, Indonesia); Rinaldy Dalimi (Universitas Indonesia,

Indonesia)

PS-2-1 A Case Study of Mutual Impedance Effect in Parallel Transmission Lines Under

Maintenance Condition

Kevin Gausultan Hadith Mangunkusumo (PLN Research Institute, Indonesia); Aristo Adi Kusuma

(PLN Research Institute, Indonesia); Buyung Sofiarto Munir (PLN Research Institute, Indonesia)

PS-2-2 Investigation of 150/66 kV 100 MVA Transformer Internal Failure

Brian Bramantyo S.D.A. Harsono (PLN Research Institute, Indonesia); Aristo Adi Kusuma (PLN

Research Institute, Indonesia); Buyung Sofiarto Munir (PLN Research Institute, Indonesia); Nur

Widi Priambodo (PLN Research Institute, Indonesia)

PS-2-3 Distribution Transformer Oil Age Prediction Using Neuro Wavelet

Novie Elok Setiawati (Institut Teknologi Sepuluh Nopember, Indonesia); Ardyono Priyadi (Institut

Teknologi Sepuluh Nopember, Indonesia); Vita Lystianingrum (Institut Teknologi Sepuluh

Nopember, Indonesia); Mauridhi Hery Purnomo (Institut Teknologi Sepuluh Nopember,

Indonesia); Rosmaliati (Institut Teknologi Sepuluh Nopember, Indonesia and Universitas Mataram,

Indonesia)

PS-2-4 Chaotic Firefly with Tent Map Algorithm for Overcurrent Relay in Meshed Distribution

System

Maya Prananda Sari (Institut Teknologi Sepuluh Nopember, Indonesia); Gabriela Evania Sulistyo

(Institut Teknologi Sepuluh Nopember, Indonesia); Margo Pujiantara (Institut Teknologi Sepuluh

Nopember, Indonesia); Mauridhi Hery Purnomo (Institut Teknologi Sepuluh Nopember, Indonesia)

PS-3-1 Detection of Induction Motor Bearing Damage with Starting Current Analysis Using Wavelet

Discrete Transform and Artificial Neural Network

Eva Navasari (Institut Teknologi Sepuluh Nopember, Indonesia); Dimas Anton Asfani (Institut

Teknologi Sepuluh Nopember, Indonesia); I Made Yulsitya Negara (Institut Teknologi Sepuluh

Nopember, Indonesia)

PS-3-2 Evaluation of Auto-reclose Performance of 500kV Transmission Line with Shunt Reactor in

Indonesia

Aristo Adi Kusuma (PLN Research Institute, Indonesia); Putu Agus Aditya Pramana (PLN

Research Institute, Indonesia); Buyung Sofiarto Munir (PLN Research Institute, Indonesia);

Handrea Bernando Tambunan (PLN Research Institute, Indonesia)

PS-3-3 Maximum Allowable Intermittent Renewable Energy Source Penetration in Java-Bali Power

System

Handrea Bernando Tambunan (PLN Research Institute, Indonesia); Aristo Adi Kusuma (PLN

Research Institute, Indonesia); Buyung Sofiarto Munir (PLN Research Institute, Indonesia)

PS-3-4 Optimal Power Flow Based on Flower Pollination Algorithm

Sarjiya (Universitas Gadjah Mada, Indonesia); Fredi Prima Sakti (Universitas Gadjah Mada,

Indonesia); Sasongko Pramono Hadi (Universitas Gadjah Mada, Indonesia)

PS-4-1 Best Practice Application of Medium Voltage High Resistance Grounding at LNG Plant

Kurnia Bagus Mantik (Badak LNG & LNG Academy, Indonesia)

PS-4-2 Root Cause Analysis of Transformer and Generator Stator Failure on Hydropower Plant in

Indonesia

Nur Widi Priambodo (PLN Research Institute, Indonesia); Brian Bramantyo S.D.A. Harsono (PLN

Research Institute, Indonesia); Buyung Sofiarto Munir (PLN Research Institute, Indonesia)

PS-4-3 Analysis of Solar Power as an Alternative Electrical Supply for the Oil and Gas Field

Development

Yosi Ohira (Universitas Indonesia, Indonesia); Agus Indarto (Universitas Indonesia, Indonesia);

Chairul Hudaya (Universitas Indonesia, Indonesia)

PS-4-4 Speed Control of Three Phase Induction Motor Using Indirect Field Oriented Control Based

on Real-Time Control System

Indra Ferdiansyah (Politeknik Elektronika Negeri Surabaya, Indonesia); Muhammad Rizani Rusli

(Politeknik Elektronika Negeri Surabaya, Indonesia); Bayu Praharsena (Politeknik Elektronika

Negeri Surabaya, Indonesia); Handri Toar (Politeknik Elektronika Negeri Surabaya, Indonesia and

Politeknik Negeri Batam, Indonesia); Ridwan (Politeknik Elektronika Negeri Surabaya, Indonesia

and Politeknik Negeri Batam, Indonesia); Era Purwanto (Politeknik Elektronika Negeri Surabaya,

Indonesia)

PS-5-1 An Improved Forward-Backward Sweep Technique for the Load Flow Analysis of a

Distribution Network with Accurate Modeling of Zero Sequence Voltages

Rishabh Verma (Indian Institute of Technology, India); Vaskar Sarkar (IIT Hyderabad, India)

PS-5-2 Redundant Control of Power Transformer Cooling System Using Actual Load Indicator

M. Helmi Prakoso (PT. PLN (Persero), Indonesia); Heri Gunawan (PT. PLN (Persero), Indonesia

PS-5-3 Slot-less Tubular Linear Permanent Magnet Generator Using Halbach-Array Excitation

Bambang Sugiyantoro (Universitas Gadjah Mada, Indonesia); Syahrizal A. Rafsanjani (Universitas

Gadjah Mada, Indonesia); Yusuf Susilo W. (Universitas Gadjah Mada, Indonesia)

PS-5-4 Implementation of Solar Tracking System to Maximize Energy Absorption in Wireless

Sensor Network

Jimmy Sanjaya (Surya University, Indonesia); Muhammad Andika Dhaneswara (Surya University,

Indonesia); Dedy Van Hauten (Surya University, Indonesia); Handri Santoso (Bandar Lampung

University, Indonesia)

PS-6-1 Nondetection Zone on Synchronous Generator Protection Using Voltage and Frequency

Relay as Medium Power Distributed Generation

F. Danang Wijaya (Universitas Gadjah Mada, Indonesia); Yudha Trianggara N. (Universitas

Gadjah Mada, Indonesia); Harnoko St. (Universitas Gadjah Mada, Indonesia)

PS-6-3 Labeling and Grouping of Light Emitting Diode Lamps based on Its Power Quality and

Efficacy Level

Seno Ajisaka (Universitas Indonesia, Indonesia); Bayu Imadul Bilad (Universitas Indonesia,

Indonesia); Chairul Hudaya (Universitas Indonesia, Indonesia)

PS-6-4 The Placement of the Transmission Lightning Arrester (TLA) at 150 kV Network using

Fuzzy Logic

Bayu Tri Utomo (Hasanuddin University, Indonesia); Sri Mawar Said (Hasanuddin University,

Indonesia); Muhammad Bachtiar Nappu (Hasanuddin University, Indonesia); Ardiaty Arief

(Hasanuddin University, Indonesia

PS-7-1 Residential Demand Response Framework by Incorporating Renewable Energy Sources to

Reduce Carbon Footprints

Shalini Pal (Malaviya National Institute of Technology, India); Rishabh Verma (Indian Institute of

Technology, India); Rajesh Kumar (Malaviya National Institute of Technology, India)

PS-7-2 Gas Power Plant Development Based on Engine Type, Power Generation Operating Mode

and Economic Aspect Calculation

Rizky Fajar Adiputra (Universitas Indonesia, Indonesia); Rinaldy Dalimi (Universitas Indonesia,

Indonesia)

PS-7-3 Design of LPG Injection Mechanism with PID Control for 1 kVA Generator Set

I Wayan Adiyasa (Universitas Gadjah Mada, Indonesia); Eka Firmansyah (Universitas Gadjah

Mada, Indonesia); Adha Imam Cahyadi (Universitas Gadjah Mada, Indonesia)

PS-7-4 The Influence of Resistive and Radiative Heating in the Characteristics of Crude Palm Oil

Breakdown Voltage as an Alternative for Mineral Oil Insulator

Muhamad Mustangin (Politeknik LPP Yogyakarta); Suharyanto (Universitas Gadjah Mada,

Indonesia)

Track 6: Signal Processing and Machine Intelligence

SPMI-1-2 Indonesian Traditional Shadow Puppet Image Classification: A Deep Learning Approach

Ida Bagus Kresna Sudiatmika (Universitas Atma Jaya Yogyakarta, Indonesia); Pranowo

(Universitas Atma Jaya Yogyakarta, Indonesia); Suyoto (Universitas Atma Jaya Yogyakarta,

Indonesia)

SPMI-1-3 Learning based Biometric Key Generation Method Using CNN and RNN

Jong-hyuk Roh (Electronics and Telecommunications Research Institute, Korea); Sangrae Cho

(Electronics and Telecommunications Research Institute, Korea); Seung-Hun Jin (Electronics and

Telecommunications Research Institute, Korea)

SPMI-1-4 COSINT: Mining Reasons for Sentiment Variation on Twitter using Cosine Similarity

Measurement

Savitha Mathapati (Bangalore University, India); Anil D. (Bangalore University, India); Tanuja R.

(Bangalore University, India); S. H. Manjula (Bangalore University, India); Venugopal K. R.

(Bangalore University, India)

SPMI-2-1 CNN Based Posture-Free Hand Detection

Richard Adiguna (Universitas Multimedia Nusantara, Indonesia); Yustinus Eko Soelistio

(Universitas Multimedia Nusantara, Indonesia)

SPMI-2-2 Denoising Speech for MFCC Feature Extraction Using Wavelet Transformation in Speech

Recognition System

Risanuri Hidayat (Universitas Gadjah Mada, Indonesia); Agus Bejo (Universitas Gadjah Mada,

Indonesia); Sujoko Sumaryono (Universitas Gadjah Mada, Indonesia); Anggun Winursito

(Universitas Gadjah Mada, Indonesia)

SPMI-2-3 Road Defect Classification Using Gray Level Co-Occurrence Matrix (GLCM) and Radial

Basis Function (RBF)

Ravy Hayu Pramestya (Institute Technology of Sepuluh Nopember, Indonesia); Dwi Ratna

Sulistyaningrum (Institute Technology of Sepuluh Nopember, Indonesia); Budi Setiyono (Institute

Technology of Sepuluh Nopember, Indonesia); Imam Mukhlash (Institute Technology of Sepuluh

Nopember, Indonesia); Zaimatul Firdaus (Institute Technology of Sepuluh Nopember, Indonesia)

SPMI-2-4 Body Weight Measurement Using Image Processing Based on Body Surface Area and

Elliptical Tube Volume

Tan Halim Supranata (Surya University, Indonesia); Poh Steven Sean Davin (Surya University,

Indonesia); Darren Kent Jeremy (Surya University, Indonesia); Anggy Eka Pratiwi (Surya

University, Indonesia); Meirista Wulandari (Tarumanagara University, Indonesia)

SPMI-3-1 Machine Learning Models Comparison for Bitcoin Price Prediction

Thearasak Phaladisailoed (King Mongkut’s Institute of Technology Ladkrabang, Thailand);

Thanisa Numnonda, (King Mongkut’s Institute of Technology Ladkrabang, Thailand)

SPMI-3-2 Optimizing Weighted ELM Based on Gray Wolf Optimizer for Imbalanced Data

Classification

Chudapa Thammasakorn (Khon Kaen University, Thailand); Sirapat Chiewchanwattana (Khon

Kaen University, Thailand); Khamron Sunat (Khon Kaen University, Thailand)

SPMI-3-3 Iris Image Normalization Method to Pupil Detection with Intensity Transformation

Dewi Nurdiyah (University of Semarang, Indonesia); Indra Abdam Muwakhid (University of

Selamat Sri, Indonesia)

SPMI-3-4 Optimization of Least Significant Bit Steganography Using Genetic Algorithm to Improve

Data Security

Alse Lies Ibanez (Universitas Jenderal Achmad Yani, Indonesia); Esmeralda C. Djamal

(Universitas Jenderal Achmad Yani, Indonesia); Ridwan Ilyas (Universitas Jenderal Achmad Yani,

Indonesia); Asep Najmurrokhman (Universitas Jenderal Achmad Yani, Indonesia)

SPMI-4-2 How SVM Can Compensate Logit Based Response Label with Various Characteristics in

Predictor? A Simulation Study

Mohammad Alfan Alfian Riyadi (Institut Teknologi Sepuluh Nopember, Indonesia); Dedy Dwi

Prastyo (Institut Teknologi Sepuluh Nopember, Indonesia); Santi Wulan Purnami (Institut

Teknologi Sepuluh Nopember, Indonesia)

SPMI-4-3 Parallel Computing Accelerated Image Inpainting using GPU CUDA, Theano, and

Tensorflow

Heronimus Tresy Renata Adie (Universitas Atma Jaya Yogyakarta, Indonesia); Ignatius Aldi

Pradana (Universitas Atma Jaya Yogyakarta, Indonesia); Pranowo (Universitas Atma Jaya

Yogyakarta, Indonesia)

SPMI-4-4 An Information Retrieval Approach to Finding Similar Questions in Question-Answering of

Indonesian Government e-Procurement Services using TF*IDF and LSI Model

Syamsul Bahri (Institute of Technology Sepuluh Nopember, Indonesia and Local Government of

West Nusa Tenggara Province, Indonesia); Surya Sumpeno (Institute of Technology Sepuluh

Nopember, Indonesia); Supeno Mardi Susiki Nugroho (Institute of Technology Sepuluh Nopember,

Indonesia)

SPMI-4-5 Explicit One-dimensional Radial Basis Function for Digital Image Inpainting

Don Bosco Surya Atmaja (Universitas Atma Jaya Yogyakarta, Indonesia); Pranowo (Universitas

Atma Jaya Yogyakarta, Indonesia); Suyoto (Universitas Atma Jaya Yogyakarta, Indonesia)

Author Index

Abidin, T. F. 307Achmad, K. A. 488Adhipta, D. 164Adhitama, M. W. 22Adie, H. T. R. 621Adiguna, R. 276Adiono, T. 68, 220Adiputra, R. F. 449Adiyasa, I. W. 453Adji, M. N. 376Adji, T. B. 301Afakh, M. L. 237, 242Afandi, A. N. 40Affandi, A. 418Afidh, R. P. F. 307Aji, A. P. 26Ajisaka, S. 341Akbar, M. N. Z. 551Akbar, S. R. 187Akmaliah, I. F. 609Al-Ash, H. S. 12Anggadjaja, E. 152Anil, D. 140Apriono, C. 26Ardilla, F. 237, 242, 494Ardiyanto, I. 545Ariawan, E. 587Arief, A. 347Asfani, D. A. 316Astuti, D. W. 22Atmaja, D. B. S. 632Awaludin, A. 64Azmi, A. F. 18Bachtiar, F. A. 266Baginda, Y. P. 418Bahri, S. 626Bastari, D. I. 266Basuki, A. 187Bejo, A. 280Bhawiyuga, A. 187Bilad, B. I. 341Budi, I. 18Cahyadi, A. I. 453

Cahyono, S. D. 556Cali, E. 181Cardoso, A. 89, 100, 231Chiewchanwattana, S. 512Cho, S. R. 136Chotipant, S. 388Dalimi, R. 58, 449Dasuha, L. 394Davin, P. S. S. 290Dewangga, B. R. 471Dewantara, B. S. B. 494Dhaneswara, M. A. 577Djamal, E. C. 523Djunaedi, A. 488En-Najjary, T. 181Fadlika, I. 40Fahmi 412Fahmizal 83Fathi, M. 112Fatichah, C. 365Fauziati, S. 301Ferdiana, R. 146, 603Ferdiansyah, I. 438Fern´andez-Alcal´a, R. M. 406Fernando, E. 158Fiarni, C. 597Firdaus 46Firdaus, Z. 285Firmansyah, E. 453Fuada, S. 68Fujita, G. 40Gafur, N. N. 181Gamar, F. 94Gernowo, R. 482Ghaffari, M. 226Gil, P. 89, 100, 231Gumilang, M. A. 301Gunawan, H. 568Hadi, S. P. 329Hamid, E. Y. 31Hantono, B. S. 312Hapsari, I. C. 112Hario, F. 412

Harsono, B. B. S. D. A. 196, 428Hartanto, R. 301, 376, 603Hashemi, S. A. 226Hauten, D. V. 577Herdjunanto, S. 471Hidayah, I. 301Hidayanto, A. 592Hidayanto, A. N. 112Hidayat, M. M. 214Hidayat, R. 254, 280Houga, T. 272Htun, N. L. 353Huang, D. 465Hudaya, C. 341, 432Husin, N. 592Ibanez, A. L. 523Ilyas, R. 523Imam, A. I. 471Indarto, A. 432Intasuwan, T. 6Irawan, E. 597Irvanizam 307Isnanto, R. R. 371Iswandi 551Januário, F. 231Jaya, A. K. D. 551Jazidie, A. 94Jeremy, D. K. 290Jim´enez-L´opez, J. D. 406Jin, S. H. 136Kadir, R. E. A. 94Kaewthong, J. 6Khair, F. 412Kikitamara, S. 581Kim, J. W. 476Kiong, C. K. 500Kisron 494Komura, R. 272Kresna, I. 106Krisnadhi, A. A. 609Kumar, R. 443Kusuma, A. A. 192, 196, 320, 325Kuswanto, H. 181Ladkoom, K. 295Lee, D. H. 476Lee, P. 465

Lefaan, Y. 58Leitão, J. 100Lodkaew, T. 500Luthfi, E. T. 359Lystianingrum, V. 202Maharani, H. 597Makalew, S. A. 587Mangunkusumo, K. G. H. 192Manjula, S. H. 140Mantik, K. B. 423Marindra, A. M. J. 73Marta, B. S. 237, 242Mas'udi, M. I. 237, 242Mathapati, S. 140Maulana, W. 187Mayub, A. 83Mazumdar, J. B. 79Miawarni, H. 214Miyanaga, Y. 254Miyauchi, H. 40Moedjiono, S. 394Molina, J. C. R. 406Mukhlash, I. 285Munir, B. S. 192, 196, 320, 325, 428Murad, D. F. 158Murad, S. A. 158Musirikare, A. 52Muslim 22Mustangin, M. 459Mustika, I. W. 412Muwakhid, I. A. 518Naing, H. M. S. 254Najib, W. 382Najmurrokhman, A. 523Nalintippayawong, S. 388Nappu, M. B. 347Navarro-Moreno, J. 406Navasari, E. 316Negara, I. M. Y. 316Noviyanti, A. A. 581Nugroho, L. E. 124, 146, 312, 382, 488Nugroho, S. M. S. 626Nugroho, Y. T. 335Numnonda, T. 506Nurdiyah, D. 518Nurhayati, O. D. 371

Nurmalia 540Ohira, Y. 432Oliveira, T. 89Oyong, I. 359Pahlevi, T. A. 22Pal, S. 443Palma, L. B. 89Panjaitan, A. W. 534Park, J. H. 476Pasupa, K. 500Penangsang, O. 46Perdana, R. S. 118Permana, A. K. 31Permanasari, A. E. 124, 164Phaladisailoed, T. 506Prabowo, Y. B. 112Pradana, A. 68Pradana, F. 266Pradana, I. A. 621Praharsena, B. 438Prakoso, M. H. 568Pramana, P. A. A. 320Pramestya, R. H. 285Pranowo 130, 621, 632Prasetya, K. 164Prasetyo, A. H. 170Prasetyo, Y. 46Prastyo, D. D. 615Pratiwi, A. E. 290Pratiwi, P. Y. 603Pratomo, I. 418Prayogo, G. K. 170Priambodo, N. W. 196, 428Priambodo, N. W.Priyadi, A. 202Priyambadha, B. 266Pujiantara, M. 52, 208Purnami, S. W. 615Purnomo, M. H. 52, 202, 208Purwanto, E. 438Puspaningrum, A. 365Putra, G. D. 382Putra, R. 170Putra, R. P. 394Rafsanjani, S. A. 573Rahardjo, E. T. 26

Rahayu, E. S. 551Rahayu, P. 609Ramadhan, A. Z. 307Ribeiro, B. 100Ridwan 438Riyadi, M. A. A. 615Rochadiani, T. 152Rochimah, S. 1, 260Rochmatika, R. A. 400Roh, J. H. 136Rosmaliati 202Rosmansyah, Y. 106Rusli, M. R. 438Ruslinawaty, N. 529Said, S. M. 347Sakti, F. P. 329San, C. C. 353Sanjaya, J. 577Santosa, P. I. 146, 312Santoso, H. 577Sarawadekar, K. 79Sari, J. N. 146Sari, J. P. 482Sari, M. P. 208Sari, N. R. 307Sari, R. W. P. 260Sarjiya 329Sarkar, V. 562Sartikha 545Sato, J. 272Sendari, S. 40Sensuse, D. I. 609Setiawan, N. A. 301Setiawati, N. E. 202Setijadi, E. 214Setiyono, B. 285Setyawan, D. E. 214Shahriari-kahkeshi, M. 248Shine, N. 152Siahaan, D. 365Sianturi, E. M. T. 529Silalahi, A. 534Sinaga, A. M. 534Sitanayah, L. 175Soelistio, Y. E. 276Stephanus, H. 335

Subali, M. A. P. 1Sudiatmika, I. B. K. 130Sugiantoro, N. 46Sugiyantoro, B. 573Suharyanto 459Sulistyaningrum, D. R. 285Sulistyo, G. E. 208Sulistyo, S. 545Sumantyo, J. T. S. 64Sumaryono, S. 280, 382Sumpeno, S. 214, 626Sunat, K. 512Supranata, T. H. 290Supsohmboon, W. 500Suryanegara, M. 170Suryani, T. 400Suseno, J. E. 482Sutomo 556Sutthaweekul, R. 73Suyoto 130, 632Swastika, A. C. 220Taj, M. 248Takeichi, Y. 272Tambunan, H. B. 320, 325Tanuja, R 140Thammasakorn, C. 512Thanasopon, B. 295Thwin, M. M. S. 353Tian, G. Y. 73Tjahjono, A. 52Toar, H. 438Tristono, T. 556Triwijaya, S. 46Tutkun, N. 40Ujang, F. 36

Utami, E. 359Utomo, B. T. 347Utomo, P. 556Venugopal, K. R. 140Verma, R. 443, 562Vittayakorn, S. 6Wadjdi, A. F. 529Waiyawatpattarakul, N. 388Wandanaya, A. 158Wang, S. 465Wardana, A. A. 118Wibirama, S. 164Wibisono, F. 152Wibisono, G. 36Wibowo, I. K. 237, 242Wibowo, R. S. 46Wibowo, W. C. 12Widyasari, Y. D. L. 124Widyawan 488Wijaya, F. D. 335Wijaya, S. W. 540Wijoyo, Y. S. 573Winduratna, B. 254Winursito, A. 280Wirawan 400Wulandari, I. A. 609Wulandari, M. 290Yahya, W. 187Yajima, K. 272Yolanda, N. 534Yonemura, K. 272Zulfiqar, L. O. M. 371Zulherman, D. 412Zulkifli, F. Y. 26

Comparative Analysis of Dispersion CompensatingFiber in DWDM System Using 10 Gbps and 40

Gbps Bit RateFauza Khair†, I Wayan Mustika∗††, Fahmi†, Dodi Zulherman†, Fakhriy Hario†††

†Institut Teknologi Telkom Purwokerto, Central Java, Indonesia††Department of Electrical and Information Technology, Universitas Gadjah Mada, Indonesia

†††Department of Electrical Engineering, Universitas Brawijaya, Malang, IndonesiaCorresponding author email∗ : wmustika@ugm.ac.id

Abstract—Chromatic dispersion becomes non-negligible inhigh bitrate and long-haul optical transmission that is necessaryto compensate to maintain the system performance. One of themost effective and practical ways to compensate the chromaticdispersion is through Dispersion-Compensating Fiber (DCF)implementation for its negative dispersion to reduce the positiveone in optical transmission. This paper presents the DCF imple-mentation in DWDM transmission with bitrate and optical launchpower variation. The DWDM model using 16 channels withchannel spacing of 200 GHz, 300 km optical transmission length,and Erbium Doped Fiber Amplifier (EDFA) was implemented inOptiSystem. The system performance comparison was observedwith bit error rate (BER), Q-factor, and received power forvariation of the optical power launch -4, -2, 0, 2, 4, 6, 8, and 10dBm at bitrate 10 Gbps and 40 Gbps. Based on the results, allof the 16 channels using DCF at bitrate 10 Gbps and 40 Gbpscompletely reduced the dispersion. The optical power launchremarkably affected the system performance in high bitrate.

Index Terms—DCF; DWDM; BER; EDFA;

I. INTRODUCTION

Dense Wavelength Division Multiplexing (DWDM) is atechnology based on sending multiple channel informationin a single optical transmission in varied wavelength [1]. InDWDM system, the channel spacing is reduced to provide alarge bandwidth that is necessary for long-haul optical commu-nication system [2]. However, this system has an interferencecalled chromatic dispersion [3], one of the major interferencesthat can cause the broadening of the pulse propagated inoptical fiber transmission. Chromatic dispersion leads signaldegradation affecting the system performance [4]. In high bitrate transmission system, the effect of the chromatic dispersionshould be anticipated [5]. One of the most suitable methodsto compensate the chromatic dispersion is to use DispersionCompensating Fiber (DCF) with tunable negative dispersionto reduce the positive dispersion in the fiber transmission andto make zero residual dispersion to reach the feasible systemperformance [6]. Based on previous works, the implementationof DCFs in the DWDM system was designed in this paper.The first one in [7] compared the dispersion compensationtechniques between Dispersion Compensation Fiber (DCF)and Fiber Bragg Grating (FBG) in DWDM system. It can beconcluded that FBG compensator had a better performance of

the system, but the implementation was not efficient becauseit needed to use it in all channels. On other hand, DCF wasonly used in the transmission link inspired to design DCF forDWDM. The other work inspiring to choose the symmetricalschemes based on [8] compared the different compensationschemes using DCF in Optical fiber link such as Pre Compen-sation, Post Compensation, and Symmetrical Compensationschemes. All was used in a single wavelength channel using2.5 Gbps bitrate. The result then showed that symmetricalcompensation could give a better performance for the systemcompared to Pre Compensation and Post Compensation. In [9]Erbium Doped Fiber Amplifier (EDFA) and Soliton OpticalAmplifier (SOA) were compared in WDM optical networkwith a result showing that EDFA amplifier gave a betterperformance than SOA amplifier using all schemes (BoosterAmplifier, Inline Amplifier, Pre amplifier). In [10] a systemperformance in 16 channels DWDM system using DirectModulation and External Modulation was compared and theresult showed that the use of external modulation gave abetter performance compared to direct modulation in DWDMsystem. Furthermore, in [11] RZ and NRZ format modulationin DWDM optical network using channel spacing 100 GHzand 200 GHz was compared. Here, a better performance wasfound in the use of NRZ modulation rather than the useof RZ modulation and using wide channel spacing gave abetter performance for the system in comparison to the narrowone. In practice, compensating for Chromatic dispersion isthe most commercially available fibers in the transmissionsat the bit rates of 10 Gbps or higher. In this paper, dispersioncompensation for DWDM network using DCF was analyzedto compensate chromatic dispersion. The Modeling systemused 16 channels with 200 GHz channel spacing, 300 km offiber length, and EDFA amplifier to minimize the attenuationfrom the transmission system. The system performance wascompared at the bit rates of 10 Gbps and 40 Gbps usingdifferent optical power launch with the variation of -4, -2,0, 2, 4, 6, 8, and 10 dBm. The result was determined from BitError Rate (BER), Q Factor, and Received Power parametersimulated in OptiSystem 15 software.

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II. DISPERSION COMPENSATING FIBER

One of the most appropriate methods to compensate disper-sion with tunable negative dispersion is DCF that decreasesthe positive dispersion of the transmission lines to make theresidual dispersion become zero. A solution to make theresidual dispersion become zero is by following the equationto calculate the length of the DCF:

Dres = DTFLTF +DDCFLDCF (1)

where DTF refers to the positive dispersion of the transmis-sion, LTF is the transmission length, DDCF is the negativedispersion of the DCF, and LDCF is the length for the DCFcompensator. To compensate the positive dispersion over alarge wavelength range, the dispersion slope must be com-pensated as well. The residual dispersion slope is expressedas:

Sres = STFLTF + SDCFLDCF (2)

where STF is the positive dispersion slope of the transmissionfiber, LTF is the transmission length, SDCF is the negativedispersion slope of the DCF and LDCF is length for the DCFcompensator [6]. There are three different dispersion compen-sation schemes of DCF those are Pre Compensation schemesplaced the DCF in the side before Single Mode Fiber, EDFAamplifier placed afterwards, and post compensation schemesplaced the DCF after the Single Mode Fiber. SymmetricalCompensation is a combination scheme of Pre Compensationand Post Compensation using DCF in each side of single modefiber (SMF).

III. SIMULATION SETUP AND PARAMETERS

The system for dispersion compensation in 10 Gbps and40 Gbps DWDM system using DCF with the symmetricalcompensation scheme has been performed in OptiSystem 15.0simulation software. As seen in Fig.1, the system composedof 3 blocks. In transmitter using CW laser as the light source,Pseudo Random Bit Sequences (PRBS) send the bit as theelectrical signals to NRZ Generator to generate into NRZencoding. As shown in Table I, the system used optical contin-uous wave (CW) laser with the launch power variation of -4,-2, 0, 2, 4, 6, 8, and 10 dBm. The optical signal from the CWLaser and electrical signal from NRZ Generator was combinedand modulated in Mach Zehnder Modulator to transmit inoptical fiber transmission. The signals from 16 channels usingfrequency 193.1 THz to 196.1 THz with channel spacing200 GHz were combined in the multiplexer to transmit inoptical fiber transmission link. The transmission system usedthe single mode fiber for 200 km as the transmission link,symmetrical compensation DCF placed in each side of singlemode fiber with the length of 50 km on each, and two EDFAamplifiers in each side of the transmission link to overcome theattenuation using Booster Amplifier to increase the power tothe transmission and Pre Amplifier to overcome the attenuationfrom the transmission system.

Single mode fiber was used as the media transmission.Table II shows the fiber parameter, the length of single mode

TABLE IGENERAL SIMULATION PARAMETERS

Parameters ValueBit Rate 10 Gbps and 40 Gbps

Modulation Format NRZ CentralFrequency 193.1 THz

Channel Spacing 200 GHzNumber of Channel 16 Channel

Optical CW Launch Power -4, -2, 0, 2, 4, 6, 8, 10 dBmEDFA Gain 35 dB and 25 dB

Extinction Ratio 30 dBOptical Modulator Mach Zehnder Modulator

Photo Detector APD

TABLE IIFIBER PARAMETERS

Parameters SMF DCFLength 200 km 100 km

Attenuation 0.18 dB/km 0.24 dB/kmDispersion 18.5 ps/nm/km -37 ps/nm/km

Dispersion Slope 0.06 ps/nm2/km -0.12 ps/nm2/km

fiber of 200 km with dispersion value of 18.5 ps/nm/km andattenuation of 0.18 dB/km. Dispersion Compensating Fiberlength has been calculated to negative dispersion with thelengths of 100 km with dispersion value of -37 ps/nm/mand attenuation of 0.24 dB/km. EDFA amplifier was usedto overcome the attenuation with 35 dB and 25 dB gainedusing Booster Amplifier and Pre Amplifier. At the receiver, thesignals were separated in demultiplexer to send to the photodetector in each channel. Photo detector is a component usedto detect the optical signal. In photo detector, optical signalsare changed back to an electrical signal. Low Pass Bessel Filteris used to filter the noise.

IV. SIMULATION RESULT AND ANALYSIS

The simulation system for dispersion compensation inDWDM system was conducted by using dispersion compen-sation fiber in 10 Gbps and 40 Gbps bitrate. The results wereobtained from BER, Q Factor, and Received Power parameterssimulated in OptiSystem 15.0 simulation software. Table III,IV, and V describe the Q factor, Bit Error Rate, and ReceivedPower parameters from average channel results in 10 and 40Gbps bitrate using different input optical CW launch powerusing 0 to 10 dBm.

As shown in Fig.2 and Fig.3, the eye diagram of the systemusing 10 dBm transmission input power at 10 Gbps and 40Gbps opened well as it had ess signal distortions in the system.The lowest input power could give the lowest performance;therefore, it was necessary to increase the input power tooptimize the system performance. The results of the opticalspectrum analyzer for the output of WDM Demultiplexer using10 Gbps and 40 Gbps for 193.1 THz Frequency are shown inFig. 6 and Fig. 7. The spectrum showed that by using high bit

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Fig. 1. Layout of Dispersion Compensating Scheme of DWDM System

rate it could give many signal distortions and pulse spectralbroadening. It was considered to use 40 Gbps as far as itreached the standard of the system performance.

The comparison of the system performance at differentbit rate and different transmission power was analyzed in QFactor, BER, and Received Power parameters. As a graph of Qfactor used different input power as shown in Fig. 4, increasingthe input power could give a better performance for the system.It was because the chromatic dispersion was fully compensatedwith dispersion compensating fiber, leading the system to workproperly. However, the system using minimum input power didwork properly as it had to use for long haul communicationssystem using length 300 km causing many signal attenuations.As shown in Table 1, Q factor result of the system at 10Gbps using -4 dBm was 7.732 and it increased when using 10dBm input power and gave the result of 27.535. By using 40Gbps bit rate, the result of Q Factor value using -4 dBm was3.495, So the system by using -4 dBm optical launch power is

TABLE IIIMAX Q FACTOR RESULT FOR DIFFERENT OPTICAL CW LAUNCH POWER

AND BIT RATE

Optical Launch Power (dBm) Max Q Factor10 Gbps 40 Gbps

-4 7.372 3.495-2 9.393 4.5770 11.807 6.0102 14.606 7.6004 17.723 9.6286 21.016 12.0338 24.276 14.79410 27.535 17.834

TABLE IVMIN. BER RESULT FOR DIFFERENT OPTICAL CW LAUNCH POWER AND

BIT RATE

Optical Launch Power (dBm) Min.BER10 Gbps 40 Gbps

-4 7.756E-13 2.194E-04-2 3.816E-19 2.850E-060 1.452E-28 3.503E-092 3.851E-42 1.215E-134 1.005E-60 2.161E-206 1.535E-84 2.737E-308 9.154E-113 4.830E-4410 1.454E-158 3.804E-62

TABLE VRECEIVED POWER RESULT FOR DIFFERENT OPTICAL CW LAUNCH

POWER AND BIT RATE

Optical Launch Power (dBm) Received Power (dBm)10 Gbps 40 Gbps

-4 -17.847 -17.286-2 -15.922 -15.5610 -13.972 -13.7442 -12.003 -11.8624 -10.023 -9.9386 -8.036 -7.9868 -6.043 -6.016

10 -4.085 -3.993

recommended for 10 Gbps bit rate but it is not recommendedfor 40 Gbps bitrate. This result is not recommended for thesystem because it has reached the standard value for the qualitysystem performance at Q factor parameter of Q>6 but in case

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Fig. 2. Eye Diagram of the system at 10 Gbps Bit Rate for 193.1 THzFrequency using 10 dBm Input Power

Fig. 3. Eye Diagram of the system at 40 Gbps Bit Rate for 193.1 THzFrequency using 10 dBm Input Power

of high input power, the system reached the standard using 0dBm input power and then increased to be 17.834 by using10 dBm input power.

The performance comparison in 10 Gbps and 40 Gbpsbitrate with different input power variation is shown by BitError Rate parameter results. Bit Error Rate is a parameter thatshows the number of error bits from the transmission systemwith value between 0 and 1. Fig.5 shows the graph comparisonof minimum BER for different bit rate using different inputpower using -4 dBm to 10 dBm. It showed that using highinput power could decrease the bit error. At 10 Gbps, by using

-4 -2 0 2 4 6 8 10

CW Laser Power Input (dBm)

0

2

4

6

8

10

12

14

16

18

20

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Ma

x Q

-Facto

r

Q-Factor for 10 Gbps

Q-Factor for 40 Gbps

Minimum Q-Factor Standard

Fig. 4. Max Q Factor Result of 10 Gbps and 40 Gbps Bit Rate

-4 -2 0 2 4 6 8 10

CW Laser Power Input (dBm)

10-160

10-140

10-120

10-100

10-80

10-60

10-40

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100

Log

of M

in. B

ER

Min BER for 10 Gbps

Min BER for 40 Gbps

Max BER Standard

Fig. 5. Min. BER Result of 10 Gbps and 40 Gbps Bit Rate

-4 dBm optical launch power it could give the result of biterror 7.756E-13 and the bit error decreased when increasingthe input power and gave the result 1.454E-158 using 10dBm input power. By using 40 Gbps bit rate, the simulationresult gave BER 2.194E-04 for -4 dBm input power,2.850E-06 for -2 dBm, and 3.503E-9 for 0 dBm. This result wasnot recommended for the optical DWDM system because ithas reached the maximum BER standard 10−9. Therefore, theutilization of optical launch power -4 dBm until 0 dBm couldgive the minimum BER results which have not reached the

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Fig. 6. Optical Spectrum Output of the Demultiplexer using 10 Gbps BitRate for 193.1 THz Frequency with 10 dBm Input Power

Fig. 7. Optical Spectrum Output of the Demultiplexer using 40 Gbps BitRate for 193.1 THz Frequency with 10 dBm Input Power

maximum standard of BER. On the other hand, the utilizationof optical launch power from 2 dBm to 10 dBm gave thegood performance system with the minimum BER results inthe range of 1.215E-13 to 3.804E-62.

The system performance also is shown by received powerparameter in the receiver as shown in Table V and Fig. 8. In10 Gbps system it gave the received power value -17.847 dbmby using -4 dBm input power and it increased to -4.085 dBmby using 10 dBm input optical launch power. When using 40Gbps it gave the received power value -17.286 dBm by using

-4 -2 0 2 4 6 8 10CW Laser Power Input (dBm)

-18

-17

-16

-15

-14

-13

-12

-11

-10

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-8

-7

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-5

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ut

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m)

Received Power for 40 Gbps

Received Power for 10 Gbps

Fig. 8. Optical Spectrum Output of the Demultiplexer using 40 Gbps BitRate for 193.1 THz Frequency with 10 dBm Input Power

-4 dBm input optical launch power and -3.993 dBm by using0 dBm input optical launch power. This result of 10 Gbpsand 40 Gbps is recommended for the system because it hasreached the standard received power higher than -28 dBm.

V. CONCLUSIONS

The research for dispersion compensation in DWDM systemat 10 Gbps and 40 Gbps bit rate using different transmis-sion input power has been done. It found that chromaticdispersion was fully compensated in the systems. The systemperformance showed that using 10 Gbps and 40 Gbps bitratecould provide a good system performance in high power, but40 Gbps bit rate for high speed optical communications isrecommended for the system. The lowest input power thatcan be used in this system for 10 Gbps bit rate is -4 dBm andfor 40 Gbps bit rate worked with 0 dBm input power. Theresults showed that optical launch power was extremely pointof the system performance in high bitrate.

ACKNOWLEDGMENTS

This work is supported in part by Electronics System Lab-oratory and Telecommunication and High Frequency SystemLaboratory, Department of Electrical Engineering and Infor-mation Technology, Universitas Gadjah Mada. And the authorswould like to thank the Lightwave Communication ResearchGroup, Faculty of Electrical Engineering, Universiti TeknologiMalaysia and Research Group of Optical Communicationand Networking, Institut Teknologi Telkom Purwokerto forsupporting this research.

REFERENCES

[1] Ravi Shanker, Pankaj Srivasteva and Mahua Bhattacharya, ”PerformanceAnalysis of 16-channel 80 Gbps Optical Fiber Communication System,”in ICCTIC, New Delhi, 2016.

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[2] J.-P. Laude, DWDM Fundamentals, Components, and Applications,London: Artech House, Inc., 2002.

[3] Gaurav Soni and Rupinderjit Kaur, ”Performance Analysis of WDMlink using Dispersion Compensating Fiber at different Wavelength,” inICCCI, Mysore, 2014.

[4] G. Keisser, Optical Fiber Communications 3rd Edition, Singapore: Mc-Graw Hill, Inc., 2010.

[5] Meenakshi, Jyotsana and Jyoteesh Malhotra, ”Comparative Analysis ofDifferent Dispersion Compensation Techniques on 40 Gbps DWDMSystem,” in IJTEEE, Punjab, 2015.

[6] S. Ramachandran, Fiber Based Dispersion Compensation, USA:Springer, 2007.

[7] M. Tosson, Walid S. El-Deeb and A. E. Abdelnaiem, ”DispersionCompensation Techniques for DWDM Optical Networks,” in IJARCCE,Zagazig, 2015.

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