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,'IIIA ZUIUlliyfl zct67-33U(Pususr{ED ByElectrical Engineering DepartuentFaculty of Industrial Technology€r1Institut Teknologi Sepuluh Nopember (ITS)Campus ITS, Keputih, SukoliloSurabaya 601 I IISSN 2087-331XThe'lfrseminar on rnte[igent Technorogr aud rts Appricationscopyneht @ 2010 by Elechical Engineering Department, Institut rurrrBiNopemberTeknologi r w^uuruE'r Sepuluh DElAll rights reserved. No part of this book, may be reproduced, stored, or fiansmitted, in anyforms or by any means without the prior permission in writing from the publisher..Jli?

PnocpEDINGs oF THE t lm SBrnoNaR oN INrerucENTTscrNoI,ocy AND Irs ApprrcATroNsEDITOR.trY.CHTEIIDr. I Made Yulistya Negara, ST., M.Sc.E-mail : yulistya@ee.its.ac.idSECRETARYI Ketut Eddy Purnama, ST., MT., ph.DE-mail : ketut@ee. its. ac.idEDITORIAL COORDINATORSTelematicsI Ketut Eddy Purnama, ST., MI., ph.DE-mail : ketut@ee.its.ac.idBiomedicat Engineerin|Achmad Arifin, ST. M.Eng., ph.DE-mail : arifin@ee.its.ac.idControl SystemMochammad Sahal, ST. M.Eng.E-mail : sahal@ee.its.ac.idElectronics and InstrumentationDr. Mochammad Rivai, ST., MT.E-mail : muhamm ad_ivai@ee. its. ac. idTelecommunicationDr. Ir. Wirawhn, DEAE-mail : wirawan@ee. its. ac.idPolver SystemHeri Suryoatmojo, ST., MT,. ph.DE-mail : suryomgt@ee.its.ac.idEDITORIAL ADYISORY BOARI)Prof Dr. Ir. MochammadAshari, M.Eng_ .H"{lf Deparhnent ofElectrical EnginerLgInstitut Teknologi Sgnul-uh N_opember (IT'S), S*iUuyuE-mail : ashari@ee.its.ac.idProf, Dr. Ir. Mauridhi Hery purnomo, M.Eng.SITIA's Proceeding is published once every yearlt

u ttA lutullittN z0E7-33ttCorrnarrEE or SITIA 2010Honorary Chairman:Prof.Ir. Priyo Suprobo, MS,, ph.D.Rector of Institut Teknologi Sepuluh Nopember (ITS)General Chairman:Dr. I Made Yulistya Negar4 ST., M.Sc.Technissl Committee:Prof. Dr. Mohammad Nuh (ITS)Prof. Dr. Soebagio (ITS),Prof. Dr. Ontoseno penangsang (ITS),Prof. Dr. Mauridhi Hery purnomo (ITS),Prof. Dr. Abdullah Alkaff (IIS),Prof. Dr. Achmad Jazidie (ITS),Prof. Dr. Moh. Ashari (fts),Prof Dr. Imam Robandi (mS),frof, Dr. Adi Soeprijanto (ITS),lr! PrGamanryo Hendrantoro (ITS),Prof. Dr. Tsuyoshi Usagawa (KumamotoUniversity, Japan),Prof. Dr.Ir. G.J. Verkerke (Groningen,Netherlands),Dr. Ir. M.H.F. Wilkinson (Groningen,Netherlands),Prof. Dr. T. Nakamoto (Tokyo lnstitute ofTechnology, Japan)Dr. I Ketut Eddy purnama (ITS),Dr. M. Rameli (ITS),Dr. Wirawan (ITS),Dr. Ari Santoso (ITS),Dr. Djoko Purwanto ([S),Dr. Achmad Affandi (ITS),Dr. Achmad Arifin gts),Dr. M. Rivai (ITS),Dr. Moch. Hariadi (ITS),Dr. Tri Arief Sarjono (ITS),Dr. Son Kuswadi (ffs),Dr. Titon Dutono (ITS),Dr. Dadet Pramadihanto (ITS),Dr. Endra Pitowarno (ITS),Dr. Agus ZaenalArifin (ITS)Organizing CommitteeAtar Fuady BabgeiPranata Ari BaskoroRiyan SujatnikoKevin Nyoman putraAryo NugrohoAndi Nur Arief WibowoGumilang WicaksonoMedian HpNiko Permana R.WFebri ArdiantoRidry PratamaPutraRadika Henry WrjayaFery Efendi HermawanSiti AisyahDiah KusumawatiAlfina ZvzzidaIvan KarstenM. Nur RohmanHamo PratomoM IkhsanDebby Pratiwi Meiyesti T.lll

LLrolv zuo/-)J/,lPnBracrDear Colleagues,I am honored to welcome you to the l lth Seminar on Intelligent Technology and ItsApplications (SITIA). This annual seminar is organized by Electrical EngineeringDepartmen! Institut Teknologi Sepuluh Nopember 6rfs) Surabaya. The objective of thisseminar is to promote the fruitful gowth of researches in various fields in ElectricalEngineering and its related fields presented in intemational oral presentatiorl domestic oralpresentation, and poster presentation. This seminar also provides forum for researchers,scientists, and engineers to exchange ideas and their current achievements.In this international seminar, we have received 140 paper submissions categorized into fivegroups: Computer Bngineering and Telematics, Control System, MultimediaTelecommuiication, rndustrial Electronics, and Power System. There were 56 papers ofBiomedical Engineering soup that were diverted to another international seminar,International conference on Biomedical Engineering (BME Days) 2010. Hence, in totalwe have received 196 papers. This number significantly increased, compared to the previousSITTA.1During the seminar, 30 papers will be presented in the international presentation session, 62paperc to be in the domestic presentation session, and 48 papers will be in the posterpresentation.Last, the success of this seminar is due to the "ffo.tof many people especially students ofElectrical Engineering Department of ITS which we gratefully acknowteige. we must thankalso to the authors whose papers are presented in &is seminar, the invited speakers, and allparties that we are not able to mention here.we wish you all an exciting seminar and an unforgettable stay in surabaya. we hope to meetyou again in the next seminar, The 12th Seminar on lntelligent Technolory and ItsApplications 2011.Surabaya, October 9ft 2Ol0General?,,wChainnan of SITIA 2010UhNIP. 197007t2199802 I 001lv

vr. .r..r...6o... ! c9arr,vav6)/ wu ttottJN /ud/-J5tAScrrsour,E or SITIA 201007.30 - 08.00RegistationOpening Ceremony08.00 - 08.05Welcome Speech from MC08.05 - 08.15 Traditional Dance08.15 - 08.25 Welcome Speech: General ChaffiDr. I Made Yulistya Negara, ST., M.ScWelcome Speech: General Chairman ofBME Days 2010Prof. Dr. Ir. Mauridhi Hery purnomo, M. Engwelcome speech: Head of Electrical Engineering Departrnent, ITSProf. Dr.Ir. Mochammad Ashari, M. Eng08.25 * 08.30 Welcome Speech: Rector o@Prof. Ir. Priyo Suprobo, MS., ph.DL1" Keynote Speaker:lr.Io$ Chen (National Taiwan University of Science andTechnology - Taiwan)08.30 - T9t 08.55 Yr*ier Digital-to-Time converrer with 1.5gps Resolution and59.3 Minttes Operation Range08.55 -09.20 Prof. Dr. Ir. Koopman, H.F.J.M.(University of Twente - Netherlands)Decoupled Pelvis Rotation in sitting: A passive Motion Technique thatRegulates Buttock Load Associated with pressure ulcer Develoiment

qu tD lyytrwqtauro, Ot rlrl avr.V09.20 - 09.45 3" Keynote Speaker:Achmad Arifin, ST.,1llEng., Ph.I)(Institut Teknologi Sepuluh Nopember - Indonesia)Discussion09.4s - 10.00 Break10.00 - 11.30 Parallel Session I12.30 -13.30 -13.30 Poster Session15.00 Parallel Session II15.30 -16.45 Parallel Session IIIt6.45 - t7.ts Closing Ceremonyvl

Lrsr or PapERSCsAprrn r. Co*rpurER ExcrxsnRrNc c TEr,ruarrcs001Anelysis of Steganograpi for Hiding Messages in Digital Image Facilities byUsing MMS (Mobile Message Service) and Determination Level of EmbeddedImage and stego-objectWarnia Nengsih Sikumbang005Synergr Between Geographic Information System and Image Classification ofRemote Sensing (Case Study of Ciliwung Rivers)Riki Mukhaiyar007Development of Network Firewall Based on Multilevel security policyCahyo Crysdian008The Integration of Multi Gradient Operators and Mathematical Morphology tormprove segmentation Algorithm Based on watershed rransformCahyo Crysdian009Infra-red Tomography for Imaging Concentration Profiles of Two phase FIow ina Flow Rigs. Ibrahim, M. Y. Mohammad Amri, M. M. ElmajriN. s. Zahidint4t925010Identification of the Quality of Non-Point Source Pollutant Using Digital Imageand Remote sensing rmage (case study ciliwung watershed)Riki Mukhaiyar011Pengenalan rndividu Berdasarkan Gait Dengan Menggunakan.wavelet danJaringan saraf riruan Adaptive Resonao..th.o"y 2"(iRfitReza Budiawan, Achmad Riial, Tjokorda BWot2Ekstraksi suara Gamelan menggunakan Adaptive cross correlationYoyon K. Suprapto013sistem rnformasi Persediaan Bahan Baku untuk Meningkatkan EfisiensiProdulai Pada Industri Suku Cadang HandtractorFajar fututi Hermawati, Roenadi foesirlarto-384349xl

tootltvo/-J)lrl018Q Learning as I Reinforcement r,earning Method in Emotion Driven AgentStevie Giovanni, Nur Ulfa Maulidevi02tPerancangan sistem Informasi Akuntansi penjuaran TuneiDony Waluya Firdaus022Perancangan Server E-mail Berbasis Protokol Delay Tolerant Network @TN)Emir M. Husni, Agus Urip Ari Wibowo026Sistem Penulisan & Pembacaan Karakter pada pixels Gambar yang Ter-Enkripsi Dengan Algoritma Circulant MatricesRudy Setiawan54606773030Estimasi Motion vector Menggunakan Metode coarse to Fine BerbasisMultiresolusi Wavelet Untuk Video Animasi KunoAri Kusumaningsih, Dwi Ratna sulistyaningrum, Mochama( Hariadi, Mauridhi HeryPurnomo03rDistribusi Gaussian perilaku ]arung NpC prajuritd - -- pada Game peperanganMenggunakanr---Metode Box-MullerNur Kholis Majid, Moch. Hariadi, Supeno Mardi S. N032rmplementasi sistem Temu Kembali citra Berbasis Isi dengan Metode Jarakfnformasi yang DinormalisasiAnny Yuniarti, Ressty yuniartiHandayani Tj andrasa808793036Rekonstruksi Inbetween Frame video Animasi Kuno Menggunakan rnterpolasi ggMursyidah,Mochamad Hariadi,Dwi Ratna Sulistiyaniggrum037virtuat Private sI"T (VPs) sebagai Alternatif Pengganti Dedicated serverRi"Ly Eka P,Andy Rachman Tri Wafryu Hlo4038Klesifikasi citra Berdasarkan Parameter Estetika Menggunakan Metode AI{F,rS 109Arik Kurnianto,Surya Sumpeno,Mochamad Hariadi039Pengembangan Sistem Pendeteksi, Pengekstraksi, dan pengidentilikasi Fitur rrisMataxll115

lou.tt ZUO / -)) t.,1,Lina, Danu Widatama,Gafar Tandadj aj a,Tony Mulia,Benyamin Kusumoputro041Deteksi Citra Sidik Jari Terotasi Menggunakan Metode Phase.Only Correlation l2lCahyo Daruj ati,Rahmat Syam,Mochamad Hariadi044Identifikasi Jenis Kendaraan Berbasis Webcam dan Pengolahan Citra DigitalMenggunakan Metode Template MatchingMochamad Teguh Kurniawan, Koredianto Usman,,A.chmad Rizal126046Enhancement Citra Sidik Jari Kotor Menggunakan Hybrid Method dan Gabor 132FilterMuhammad Nasir,Rahmat Syam,Mochamad Hariadi047Pengembangan Sistem Informasi Kepariwisataan Berbasis Web Dengan Konsep 138Group Technology (Studi Kasus Pada Dinas Kebudayaan dan pariwiiataPropinsi Maluku Utara)Mohamad Jamil,Pumomo B udi,Arief An(V050swakalibrasi Kamera Menggunakan Matriks Fundamental 143Eza Rahmanita,Eko Mulyanto,Mochamad HariadiL051Registrasi Permukaan obyek riga Dimensi Menggunakan Fitur AngularInvariantMeidya Koeshardianto,Eko Mulyanto,Mochamad Hariadil4g056Method for Multi-person Decision on Building system selectionChristiono Utomo057Pencarian Thesaurus I)engan Menggunakan Teknologi Web Semantik (StudiF!r. Bibliografi perpustakaan)Mukhamad Nurkamid, Khabib Mustofa061fmphmentasi Watermarking Citra Digital Dalam Domain Transformasi CosineDiskritSaparudin,Abdiansah062Single Scale Retinex dan Histogram Remapping untuk perbaikan recognition rateg3d1 Eigeuspace-based Face Recognition153156165t70xlll

,oollzvo/-)J063Perancangan dan Implementasi Perangkat Lunak Visualisesi Model SepedaMohamad Dani065F"9r.y walk Agent pada Serious Geme RTGS menggunakan stochasticSandpile Modetsaiful Bukhori,Moch. Hariadi,I Ketut Eddy purnama,Mauridhi Hery purnomo067Yo"TglnAplikasi rnteropera bilitas Sistem Informasi lnter DepartemenHero Yudo Martono068The Development and rmprementation of Expert systems Approech with Grsbased on Remote sensing Data for Fishing crouna prediction ModetMuhamad Sadly,Yoke Faizal O.189195069Modeling Wiki as E-Collaborative L,earning in Eigher Education Environment 202Soetam Rizky Wicaksono07tservices M-odelling Approach Based soA And BPM For Service provider rvYruer To Support B2B206Ahmad Nurul Fajar073Deteksi Dan Klasifikasi cacat Glass Menggunakan segmentasi Teksture Berbasis 215Filter GaborAgung widodo,I Ketut Eddy purnama, Mochamad Hariadi076Rekontruksi Tulang 2D-3D Berbasis pengukuran FiturIndrawati078Pengelompokan Data Kualitas Air Sungai Berbasis parameter MultidimensiMenggunakan Self Organizing MApDorkas Yetfy Mulyaty,Mochamid Hariadi079rdentilikasi sidik Jari Dengan Data Berskara Besar Menggunakan MetodeHybrid Minutiae Dan Filter GaborSiswo Santoso,Mochamad Hariadi080rdentifikasi sidik Jari menggunakan Metode Hybrid berbasis Minutiae danPhase-Based fmage Correlation untuk Ort" g.;.k i n"rr.220227231237xtv

sttt.1_wtwtouttaVO/-)JtrlIpoet Novianto,Mochamad Hariadi082Pendukung Pengambilan Keputusan Berbasis Data Mining lvfenggunakanMetode Hybrid FP-Growth dengan Back-PropagationS i lvy Oktaviyani,Mochamad Hariadi,Diah puspito Wul andari240083Monitoring Reklamasi Areal Tambang Menggunakan Penginderaan Jauh danSIG24sHotma Silalahi, I Ketut Eddy Purnama, Mochamad Hariadi084Klasifikasi Peserta Pelatihan Bagi Industri Kecil dan Menengah MenggunakanFu.zzy C-MeansWellie Arrahmadi,Mochamad Hariadi085Pengembangan Prototipe Sistem Kontrol dan Monitoring Infus Untuk pasienBerbasis Jaringan Nirkabel (ZigBee)Fathur Zaini Rachman,Wirawan,Ahmad Zairu2492s3086Modeling of Dynamic System for Identificetion on Soybean plant Growth Using 25gArtificial Neural NetworkAtri s Suyantohadi,Mochamad Hariadi,Mauri dhi Hery purnomoI090Analisa Kebutuhan sistem Dashboard untuk Keperluan Monitoring danEvaluasi Kinerja di perguruan TinggiEva Hariyanti,Kridanto Surendro,Indii' Werdiningsih264092Mobile Learning Synchronization Based Moodle and MLE for InteractiveLearning Using eR Code ApplicationCandra Ahmadi,Ahmad Sirojuddin,Achmad Affandi272095Scalable Video Coding pada Jaringan peer to peerRakhmi Budi Fathonah,Wirawan278101Pengujian Hasil Temp_late Matching Untuk Deteksi Posisi Mata MenggunakanReceiver Operating Characteristic (ROeSangap Mulyadi,Mochamad Hariadi,Mauriit i Hrry purnomo282r04laygngan dan rmplementasi simulasi usaha Kos pada Game Juragan KosKadek Surya Pranata,Aciek Ida wuryan

vt s / LJ Al/ya,tgatvlD, L)l I ln tDolt avo/-JJ!105 2gsDesein dan Implementasi Rute Pengambilan sampah ke TPS pada GameKalpataruTenia wahyuningrum,Ac iek Ida wuryandari,A gun g Harsoyo,pranoto H. Rusmin106Connected Component Analysis Sebagai Metode Pencarian Karakter Plat Dalam 300Sistem Pengenalan Plat Nomor KendaraanAsyra Rizki, Anto Satriyo Nugroho, Ade Jamal, Dwi Handoko, Made Gunawan,Achmad Witjaksono, Wayan,Wira Yogantara108Background Recontruction Pada Intelligent Transportation System Kota 306SurabayaMuhtadin, Tonmy Alma'arif,Dias Nawatan Gita109Framework Model Perencanaan Strategis SVTr untuk perguruan TinggiSafitri Juanita3ll1116Session Hijacking Pada Sistem Jaringan Komputerdi Web Server (Studi Kasus 318Penggunaan E-Mail dan Chatting)Imran Suciawan Fitra,Achmad Affandilt8A Three Stages Approach of Evolutionary Algorithm and Local-Search for 324solving the Eard- and Soft constrained course Scheduling problemAde Jamal1r9Implementation of (32,16) Reed-Muller Codes for Single Bit Error Correction in 32glcbit Sound Data Using LabView SoftwareUdayanto Dwi Atnojo,Sri Suning Kusumawardanit24Anelisa Kesenjangan Berbasis CMl\fl dan COBIT Untuk Perbaikan Proses Kerja 335Pada Perusahaan Pengembang perangkat Lunak pT KSIYohan Widyakencana127Analysis of the effect of changing parameters in the rendering with GpGpuChristyowidiasmoro,Anton S.R. a_trAoch. Hariadi338t28Executive Information System for Selection of Profession System by Using 342Analytical Hierarchy process on pr (persero) port of Indonesia Irfxvl

Dhanika Budhi Atyanto,Wiwik Anggraeni129Perancangan Distribusi Java Servlet Pada Mobile GIS Dengan WAP ProxyAgung Kridoyono,Achmad Alfandi130Perbaikan Citra Retina Dengan Transformasi Contourlet dan Estimasi StandarDeviasi NoiseAgtsZainal Arifin Ekky Natalia Wilmasari,Bilqis Amaliah3503s4132Membangun Layanan I(omunikasiYolP dan Chat pada MAIIIET (Mobile Ad- 360hoc Network) dengan menggunakan Protokol OLSRMareto Sopandi,S.N.M. P. S imamora,Anang Sularsa142A Performance Evaluation of Classifiers Employ Language Dependent Tools for 365Indonesian Textsurya Sumpeno,Agus Zainal Arifin,Mochamad Hariadi,Mauridhi Hery p.148Color-Histogram Based Particle Filter for Tracking Object in vid'eoD.M. Wiharta, G. Hendrantoro, Wirawanl5lSoftware Design of Data Collection Configuration as a Provider of Numerical 376and Graphical Data for Biological TissueR.Edy Purwanto,Imam Mashudi,Imron Ridzki372t523D Segmentation of Bone structure on CT rmage using Region GrowingI Ketut Eddy Purnama,Sutrisno,Mochammad Hariadi,Mauriani-Hery r.381CuaprnR tr. ELECTRoMCs & INSTRUMENTATToN004ldentification of Gas Flavor using Artificial Neural Network System by!_oqnaring Applications Befween Back propagation Method and KohonenMethodRiki Mukhaiyar035Preliminary Result of 12l*ad 12 channel smart Mobite ECG for supportingTelemedicineoerip santoso,Arga Aridarma,Rian Heriandino,Astri Maria,Tati L. R. Mengko387394xvii

awo / -J) tA042Pembuatan dan Pengujian Karakteristik Resistansi Sensor Gas Dari BahanKomposit Polimer-KarbonBudi Gunawan, MTpr. Muchammad Rivaiflendro Juwono, MS059Electropolymerization of Pyrrole in Aqueous Solution on Cerbon Electrodes forIon Nitrate SensorRobeth Viktoria Manurung,Hiskia060Analysis of Effectivity and Elliciency Comparison Between Pre-ProcessingNormalization, Segmentation, and Noise Removal for Fingerprint RecreationUsing Orientation Field EstimationSaparudin"A.bdiansah398406409091flyaruna Pengukul Medan Magnet Berbasis Sensor Magnetik Fluxgate dan 415Mikrokontroler ATMega8535Agfianto Eko Putra,Rosmalini Harahap098!1o-ses S_puttering dan Karakterisasi Lapisan Platina untuk Aplikasi CounterElektroda pada Dye.Sensitized TiO2 Soiar CellLia Muliani,shobih,Jojo Hidayat,R angga422099Pengaruh Kelembaban pada Lapisan Tipis ZnO Sebagai Bahan Sensitif Sensor 427Gas N'H3Lilis Retnaningsih,R Arief Ferdiansyah113Pengaruh Dimensi Dalam Fabrikasi Magnet Permanen Barium Ferit UntukAplikasi Komponen ElektronikNanang Sudrajat,Widhya Budiawan,Tony Kristiantoro115Rancang Bangun Arat Hitung ukuran pakaian otomatis BerbasisMicrocontroller AT Megag5J5Antonius Wibisono,Bagus Asharyanto,Bimo Gumelart26sistem Kontrol den Monitoring AIat uji Dinding Rumah rahan GempaSuwito432438445135Perancangan Sistem tlonitoring Tingkat Efisiensi Kinerja pompa paralel diSumur Intake PDAM GresikRonny Dwi Noriyati, Totok soehartanto,siska Kamiatiningsih4stxvlll

t00t't IVO/-JJtzlt37Action Selection Mechanism for RoboSoccer Management and Training System 459(ROSEMARy)Safreni Candra Sari}rief Syaichu RohmarUyoga priyana138Making Tool Condition Monitoring Body and when Someone Existance ofActivity Display with WebRatna Adil,Wilis Ajie NU Projo139Pembelajaren Robot dengan Fuzry e-I-earning pada sistem Navigasi RobotOtonom Multiplatform468478Made Santo Gitakarma, Son Kuswadi, Rusdhianto Effendi, Indra Adji Sulistijono,Achmad J azidie, Mitsuj i Sampei147Analysis of Dielectric -propertyusing rts scattering parametersMohammad Ridwan Effendi,Chairunnilsa$chmad Minir48s149Implementasi Algoritma Cordic Untuk Pembangkit Sinyal Kuadrature pada t490FPGATotok Mujiono,Bagus Rijalul Haq150Eardware Design for A Universal Current Injection is Used to Measure The 496Im_pedance Distribution in Biological TissueR.Edy Purwanto,Eka Mandayatma"tr.l.nas.lad Indra155Development of A Portable Measuring System For Amperometric Biosensors 501Erry D. Kurniawan,Arief S. satyawan,Hi-stia,Robeth v. tutanurungCnarrrRm. pownn Sysrru002Analisis Penentuani"jiog Rele Pengaman Arus Lebih di rndustri Menggunakan 510Y"1oaj I"Tog Saraf Tiruan Consrru-ctive Backprop,gltiooAmirullah, Sankara Cintha Diliaga003simulation of Magnetic Flux Density in power Transformer E-core ModetDidi Istardis22014Metode Direct Synthesis pada Kontrol Cascade untuk pengendalian Temperatur 526xlx

3 j:i-Prayunanta Ahusda, Katjuk Astrowulaq Ali Fatoni0t7Perancangan dan Simulasi Sistem Kontrol Posisi Panel Surya Dengan Adaptive S3ZNeural Network PID Sliding Mode ControlPutu Kesama Purnam Wijaya020The Application of Particle Swarm Optimization Method to Solve EconomicDispatch Problem in Electric Power System BaliRulani S Hartati,IBG Manuaba537023Modified Backpropagation Neural Networks to Solve Economic Dispatch 543ProblemM. Yusuf wibisono, A.M. Beniezakaiyal, M. Avid Fassamsi,Imam Robandi043Solar Energy Conversion Devices Based on Natural Dyes-sensitized Solar CellKasyful Fuadi,Fahiem Fanani,Brian yuliarto,Evan Kamaratul Insani,Nugaha54g058Optimisasi Daya Pada Photovoltaic Menggunakan Maximum Power point 552TrackerH. Suryoatmojo,A. P. Kurniawan,v. Lyistianingrum,M. Ashari,Arif Mustofa087LAnalisis Keandalan Trafo Daya 5fi) Kv pada sistem Transmisi pr. pLN p3BJawa - Bali Berdasar sweep Frequency Response Analysis (srRA) DenganMetode StokastikDendi Pramana,I.G.N Satriyadi H,I Made yulistyaNegara558088Analisis Batas Stabilitas steady state Pada Sistem Kelistrikan Jawa Bali 5fi) Kv 566Menggunakan Radial Equivalent Independent (REI) DIMOJefri Liandalndar chaerah Gunadin,ontoseno penangsangAdi Soeprijanto102Koordinasi PID Controlled Supereonducting Magnetic Energy Storage (SMES) 57Odan Automatic voltage Regulator (AvR) pada sistem Tenaga Listrik-Menggunakan Imperialist Competitive Algorithm (ICA)Mochamad Avid Fassamsi,Muhammad ebdiliah,Imam Robandi103Peng3l_okasian Optim{]an Compensator Menggunakan Clonat Atgorithm (CA) 577untuk Mereduksi Rugi-Rugi Daya pada Jaring Transmisi Jawa nanEooLYunitika Trisiana,Mochamad Avid Fissamsi,Muhammad Abdillah,DanangSulistyo,Imam Robandi107

t.vr.,.u.u6)/ qu tD ayyt,qatults, Jl llA zuluIJTN ZU6/.5JIAIdentifikasi Lokasi Partial Discharge Pada Motor Tegangan Tinggi 583Menggunakan Transformasi Wavelet dan Jaring Saraf Tiruan BerdasarkanSpektrum RTDI Made Yulistya NegaraJndra Budi Hermawan"Ir,fauridhi Hery Purnomoll4Perhitungan Aliran Daya Menggunakan Metode Gauss-Seidet pada Sistem 589Transmisi Jawa Tengah dan DIYSri Heranurweni,Ganes Diwantorott7Electromagnetic Field Effect on a MHD Generator 596Triwahj u Hardianto,Muh. Nurkoyim Kustanto145Studi Penuaan Minyak Transformator Distribusi 600Salama Manj ang,Jumiati IlhamCgAprER rv. Tr,r,ncoMMUNICATroNS015fnterworking Modeling of IEEE 802.I6d and IEEE 802.11e using Base Station 606Hybrid Coordinator to serve Subscriber Stations and QoS StationsYus Natali, Dadang Gunawan016lWoPing: Pengukuran L,ayanan Paket Data Pada Jaringan Selular 612Ady Wahyudi Paundu, Zahir Zainuddin019'\-- TV on 3G cellular with RTSP Streaming Protocol and YLC Server - Linux 6lgYunianto Purnomo, Andrew Jaya Efendy02sSSVEP Detection from Multiple Channels BCI System 623Indar Sugiarto033Building Damage Assessment Using Remote Sensing, Aerial Photograph and GIS 628Data case study in Banda Aceh after sumatera Earthquake 2004Edy Irwansyah070Desain Radio Link untuk Komunikasi Data Redar satuan Radar 242 TwR 634Dengan Kosek Hanudnas IV BiakGatot Kusrahardjo,Djoko suprajitno,Firmansyah,Achmad Affandi072xxt

l))t\ zu6/-J5lAD"lqo and Implementation of Wireless Sensor Multimedia Network Nodes Based 639on Linux 0SN Putra SasrqWirawaqGamantyo Hendrantoro074Desain Awal Sistem Tracking Antena stasiun Bumi untuk satelit LEo pada pita 644Radio AmatirGembong Edhi Setyawan,Gamantyo Hendrantoro075Prediksi Kebutuhsn Penomoran pada Jaringan Telekomunikasi Menggunakan 650Metode AprioriMustafi d Khilmi/.chmad Affandi,Diatr puspito wulandari077Klesifikssi Citre Satelit Menggunaken Algoritma Genetik Berbasis AturanLaksana umanda sitanggang,I Ketut &ldy pirnama,Mochamad Hariadi653081Studi Awal Perhitungan Jumlah S€l di Wilayah Kabupaten Deli Serdang Dalam 663YTgk" Penerapan xunil"t m Penggunaaan Mena"a Be.sama TelekomunikasiElidawati Samosir,Gamantyo Hendranioro093Identifikasi Land Surface Temperature (LST) dari Citra Satelit Landsat TMBudi Batubara, Wirawan094Penentuan Jalur Backhaur wiMAx Menggunakan.Algoritma Kruskal : StudiKasus Kota MakassarBagus Winarko,Wirawan100Estimation Problems forAutonomous underwater vehicle under FiniteCommunication ConstraintsNanang Syahroni,Jae Weon Choi110characterization of rwo-stage urtra-wideband BpF Based on rnverted-FStructureAchmad Munirtt2PTIn dan Implementasi Penyearah Modulasi r,eber pulsa Dengan ModulasiDeltaLilik Setiyawan,Leonardus Heru pt2tDesign and simuletion of a stepped-Frequency continous-wave Radar forTrough-IYall Applications667672678663682687xxu

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045Optimasi Kontroler PID Berbasis Particle Swarm Optimization (pSo) Untuk 740Sistem dengan Waktu TundaAlrij adj is, Kaduk Astrowulan048Real Time Application of Neuro Fuz,zy Controller Based on Radial Basis Function 744in The Pressure Rig 3&714Mahardhika Pratama,samsul Rajab,Er Meng Jo049Pengaturan Posisi Motor DC Menggunakan Kontroler PID Berbasis GenetikAlgoritma (GA)Bambang Siswanto, Dr. Ir. MochammadRameli750053Perancangan Neural Network Control untuk Menggerakkan posisi Laras 756Y:ril- pada Platform yangBergerakWiwik Wiharti,Rusdhianto EAKAIi Fatoni054Perancangan Sliding Mode control untuk Menggerakkan posisi Laras Meriam 763Pada Platform yang BergerakSanti Anggraini,Rusdhianio EAI(Imam Arifin055Perancangan dan simulasi Kontroler Jaringan sya.ai Tiruan untukPengendalian Gerakan HoverR. Ade Supriyadi,Katjuk Astrowulan,Rusdhianto EAK066Desain Kontrol Duzzy Berbasis performansi LeR untuk Sistem Nonlinear:Pendekatan LMITrihastuti Agustinah,Krisna Raha{a,Achmad Jazidie089comparative study of Pr controller Parameter Tuning Method in NetworkedControl System with Multi-plant Configuration --EAditf Tejo Widagdo,Imam Arifint22switching control Pada Paralel Pump submersible di sumur Intake rnshlasiPengolahan Air (tr'A) PDAM GresikT. Soeharantog. Luthfiyah123Disain Kontroler Kasklde untuk Pressure Control Trainer Fedback 3g-714Menggunakan Direct SynthesisAli Fatonixxlv768774780786791

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l lth Semiaar on Intelligence Tec4nologt and It Applications, SITH-_2010ISSN : 2087-3itXImplementation of (32,16) Reed-Muller Codes for Single Bit ErrorCorrection in 16-bit Sound Data Using LabView SoftwareUdayanto llwi Atmoior)z), Sri Suning Kusumawerdani2)l) Gaoa Cendekja" Student Activity Unit for Interdisciplinary Research and Studies, Gadjah Mada UniversityYogyakarta, tndooesiaEmail mas-ud@mail.1s.n gm ac-id2) Deparment of ElectricaL Eogineering and tnformation Technology, Gadjah Mada UniversityYog5rakarte, IndonesiaEmail: srming@E.rrgm.ac-idAbstract--Thb paper considerc the prototyping ofliaear block codes encoder and decoder for sounddota using National lwtnrments LabYiew sofiware-Linear block cob can be defined by two paraneterc,which oe code size n and ir{ormalion bit size k-LabView is an easy to use, multiryrpose sofiwarewhich has marry fearures for designing ordprotorying. Thk research is a preliminary researchon channel coding implementation on LabView. In lhisresearch, Reed-Muller codes ore used to implementthe design- lGbit sound data are used as test sabjectsfor block code encoding decoding and errorcorrection. The result shows that the design workswell- The design cot correct single bit ertor in oqtpositions. Aulhors' n6t project is to implemet cyclicotd more advanced code for enor correclingimp I eme nt otion in l,a b liew.Keyoords: Linear block code; LobView; encoder;decoder ; error correction ; Reed- Muller codes.l.IntroductionModern aqmmnnication systens require erorcorrectioa mechanism to exclude noise in the receiveddata Linear block code is one of the simplest errorcorrectingmethods available. Linear block code is thepredecessor of modem error correction method suchas BCH (Bose, Choudhuri, and Hocquenghem') er:des,RS (Reed Solomon) codes, and Convolutional codes,which are being widely used in today's666prrni6:6ti6n s)6tems.This paper considers the prototlping of linear blockcodes using Natioual Inshuments labView software.Linear block codes can be defrned by two parameters,which are code size z and information bits t In thisresearch, Reed-Muller code is used to geoeratecodeword because of its construction simplicity forlarge n and t.A design in I-abView can be easily reprogrammed-The software also comes up with reprograrnmableGraphical User Interface (GUI), whicb is ao additionalfeature to provide information about the operation andresultLinear block code employs simple algorithrn, butthese codes catr corrcct single bit random errorcontained in the bit sequence ofthe data. This researchis a preliminary research of error correcting intabView software.2.Basic TheoryThis research requires theory of Galois Field modulo-2 operation, linear block codes, and Reed-Mullercodes. Mathematical operation involved in thisresearch is modulo-2 operatioq which is based onXOR operatioa- For the encoding and decodingprooess, this research implements Reed-Muller codeswhich is one of linear block codes t1ges.2.1. Galois Field (GF) and modulo-2 OpcrationA field F is a non-empty set of elements with twooperators ssually called addition and multiplication,denoted **" and "r" rcspEctively. For F to be a field auumber of conditions must hold ttl [Z] tSl [6]:l. Closure; For every a,D inFc=a*b;d= ar b(l)Where cde E2. Associative,Foreverya,6, inFc=(a +D)+ c:a+(b+c)(2)a*(b*")=(a*b)*c(3)3. Identity, There exists an identity element .0'for addition and .l' for multiplication thatsatisfu:379

I lh Seminor onISSN: 2087-jilXO+a:a+0=a(4)a. l=1. a(s)for every a in F4. Iwene; If a is io.F, there exist elemeDts D atrdc in F such thata+b=0;a'c:l(6)Element D is called the additive inverse, 6:(-a), elemeat c is called multiplicativei[verse, c:at (a7Oy.5. Commutative; For every a,b in Fa+b=b+a;a*b=b:a(7)6, Distibutive; For every a,b,c':n F(a+b)*c:a*c+b*c(8)The existence of a multiplicative inverse al enablesdivision operation, because for a,b,c € F, c = bla isdefined as c : b + al. Simile.ly the existeoce of aoadditive inverse (-a) enables the use ofsubtraction. Inthis case for a,b,c € F,6 : b - ais defined as c :, +(a) 16l.It can be shown that the set of integers 10, l, 2,..., p-! where p is prime, together with modulo p additionand multiplicatiou forms a field Such a field is calledthe finite field of orderp, or GF(p). fu this paper onlybinary arithmetic is considered, wherep is constrainedto equal 2. Arithmetic n GF(2) is therefore delinednodulo 2 16).2J. Linear Block CodesEach codeword generated from linear block code is avector qrace, which the codeword itself is a vector. Aset ofthese vectos oflength n is called a linear blockcode if and only if it is a subspace of the vector spaceofn-hples t2l t3l.The code is easily described usingmafix representation- An (Uk) linear code iscmpletely specified by k x n geoerator matix G [3][9] . For each information data d, geoerated codewordc can be described in (9) below [3].c = 4& + drSr + ... + dr-rgt-r (9)where diO < i St-land g, 0 < i < t-1, is anyrowvector of G [3]. Coosider a t-bit information scqueoced : (dodr,..-dr-r) tbat is to be encoded, thus tbecorrcsponding codeword is denoted by the a-bit vectorc = (co,cr,...,c*r) = (dodr,...dr-r) .G, where G is a txrt gsnerator matrix which in systematic form coatainsmatix P6q that determines redundant bits, and tx tidentity marix 11 [3]-Thls, the encoding procednre can be rcpresentcd_usrtrS T 1x uiltiplicatioo operation descri*d h (10)below [3].(co,c r,...,c*r-r,c.-s...,c*r ) = (&dt,... dr-r )-[pr

eI tth Semhar on Intelligence Technologr otd It Applicotions, SIIU 2010 /SS/V : 2087-331Xtn= z;: | +'c1 1'cz + ... a -c.a - t=.Co 1.Cr + ... * aCp_rooh: zwherc r < ,r, for aoy ioteger rz.The generatc matrix for the 2th-order RM code oflength f is then defined as the following [3].c Lg(8,Wbere v1 = (vi,ovir,...Jr,o-r).3. System DesignPrevious re*qch has been dooe regarding chaonelcoding implemstrtation on l:bView [7] [8]-Blockcode Encoder and Decoder are desiped usingIabView software. The desip is implemeoted usingI-abView graphical programming combined with someMathscript fuoctioos for some simplificationsrequired. Sound data r.rscd for testing purposes are lGbit, so the resulting codeword should produce 32-bit.The desiped system is divided into several parts,which are illustrated in Fig.l and Fig.2 below.Figure l. Sptcrn block diagnm (first part)I :;* F,:t- X-t:Which:1."----I,

llth Semins onISSN: 2087-33LXThe rcsulting codeword is reverted backto data infqmatioa using combinations ofmodulo-2 a.Her.prograrnming.Scbematic used to gsnqate md add single bit error togenerated codeword is shown in Fig.7 below, which isimplemented using Mathscript, along with thecodeword gercr-ating o,peration- Schematic sbown inFigT pro'duces single bit error which may contain inaDy bit within 32-bit codewordk-t.l.Tbe lGbit bioary data are cooverted backto decimal uumbers, which ae theacqverted back to digital waveform-Dgital wavefom produced is convertedback to annlog waveform, which is thendisplayed and played bacL4. Experimenhl ResultsThe schematic of Analog to Digitat Converter isshown in Fig.3 below. The schematic extractswaveform from the ssund file and converts it todigital. There is also functioo for sound data pla$ack(Play Waveform), which is also shown in Fis,3.Figue 5. Codcword gpffrating scbematicTo make tbc implemeotation informative to use,r, asimple Graphical User tnterface (G[IO is alsodesigned to displsy wavefom of tbe original sounddat4 waveform of error cootained sormd data, andwaveform of recovered sound data- GUI will provideinformation about processed datat-,.liFigurc 6. Error generator schernaticFigure 3- Aralog to digial converter schematicSchematic us€d to create II and Itr is showu in Fig.gbelow. The schematic shown in Fig.8 creates paritycheck matrix II by taking matrix G withoui anymodifications sisnce (32,1Q RM codes are self dualcodes. Thus, taosposing II will produce Hr.The schematic of Decimal to Bioary Converter isshowu in Fig.4 below. The schematic coosists of 16dividing operation to cotrvert decimal ntrmberoroduced to tcbit bimrv data-Figure 7. Padtycheck gcneration schenraticFigure 4. Decirml to binaqr convefier schcmticSchematic used to produce codeword, which mnintycusists of geoerator matrix multiplicatiog is showain Fig.6 bslow. Gen€rator mauix rsed to generatecodeword is also shown in Fig.6. Mathscriil iJused tosimpliS some operatioos 19fts1 than qsing graphicalScbematic used for erru estimation is shown in Fig.9bclow. Schematic showu in Fig.9 below implementsthe lookup table to €stimatc eror contained in thereceived codeword bascd oo corresponding syndromeproduced. In this irylerneatation, every possiblesingle-bit error is included from MSB to LSB.

1 trt Seninq on Intelligence Technologt otd It Applicatbns, SITM 2010 /SSM ; 2087-3i lXFigue 10. Combinatioo of modulo-2 addersFigure 8. Error cstimation schermticlnside the lookup table are possibilities ofconectablcerrors, which arc vectors eacb cootaining single nonzero element and also one vector sqgtaining all zeroelements. By multiplying each possibility with II1which issyn&ome loohrp table will beused fq estioating eror contained in thecorresponding received codeword by comparing thesyndrome fu the received codewod wilhthe syndrome from the lookup table-Schematic used for correcting received codeword isshown in Figl0 below. Schematic shown in Fig.l0will add the corresponding received codeword withthe produced estimated error to rcvert the receivedcodeword back to the original codeword-132,:..:,i:i; :': trb- !{.:r'.:!- '.:'O ,

Ilth Seninq on lntelliganczTechnolog odls Applications,SlTlA 2010