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    Translasi Bahasa Isyarat

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    Due to their disability, hearing-impaired uses sign language as their primary means of communication. Sign language uses hand shape, facial expression, and body gesture. However this type of communication is unfamiliar to most people therefore communication between hearing-impaired and normal people can be difficult. There is a need for a system to translate sign language into spoken/written language, so that communication between hearing impaired and normal people can be simplified. To build this final project, the use of web camera is necessary to capture the image of the user�s hand. In general this program works by tracking the hand of the user, extract the shape of the hand, and then classify it. To track the position of the hand, we use HaarClassifier that has been trained prior to this project. To extract the hand we use skin detection and noise removal in which the resultan image will then be thresholded and normalized. After the image of the hand shape is extracted, the next step is to classify it by using k nearest neighbor algoritm. Each of the normalized binary images is then converted to feature vector, from this feature vector, distance is measured to find out the majority neighbor in which the new data belongs to. This system able to identify 19 fingerspelling signs out of 26 inteded signs to be identified. The average accuracy for this system is 89.68%. This value can vary depending on the data training consistency dan noise produced

    PROTOTYPE PEMBERSIH DAN MONITORING ASAP ROKOK PADA RUANG TERTUTUP MENGGUNAKAN FUZZY LOGIC CONTROLLER

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    This Final Project focused mainly on making cigarettes smoke cleaner prototype applied on closed space with the use of fuzzy logic controller. Concept method is were to feed a censor signal from AF � 30 and TGS 2442, then simultaneously display the resulting feedback on the display Monitor on PC. The comparable value of censor will then processed by a fuzzy logic control system that had been fixed with the program and the resulting signal will be fed to the system to control the performance of exhaust fan as a response to the Room Exhaust Ventilation System. Fuzzy feed from the program formed as a DC source voltage to the PWM circuit, thus PWM circuit will control Buck regulator that control the Exhaust fan. The final result derived from this Final Project are the ability of the system to detect air condition on the prototype room from the exposure of Cigarettes Smoke and CO gas from 0% to 100% so that the crude air can be lessened by adjusting the air amount through the Ventilation system and by adding Ionisator with 20 KV High Voltage AC as the CO gas and Cigarettes Smoke�s Gas damperer so that the air wil be more suitble for the user�s health. Keyword : Gas Smoke and CO Sensor, PWM, Buck Regulator

    Desain Kontrol Altitude Hold Pada Miniature Aerial Vehicle (MAV)

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    Teknologi wahana terbang tanpa awak atau lebih dikenal dengan istilah unmanned aerial vehicle (UAV) beberapa dekade belakangan ini telah menarik banyak peneliti untuk pengembangannya. Melihat minimnya penelitian yang dilakukan berkaiatan dengan topik ini dan pemanfaatannya secara khusus di Indonesia maka melalui tugas akhir ini penulis berharap dapat memberikan sumbangan pemikiran untuk pengembangan teknologi UAV di Indonesia. Pada proyek akhir ini UAV yang digunakan jenis Coaxial Miniature Aerial Vehicle (MAV) helikopter. MAV dalam proyek akhir ini dapat dikontrol dari Ground Segment dengan mengatur secara manual untuk gerak elevator, roll, maupun yaw. Data-data sensor maupun data kendali dalam eksperimen dikirimkan ke ground segment. PID digunakan untuk kendali MAV untuk tetap menjaga ketinggian secara otomatis dengan data umpan balik dari sensor sonar. Dari pengujian yang telah dilakukan didapatkan rata-rata error MAV untuk menjaga ketinggian sebesar 31,91%

    Metode Pengurangan Sampling dan Penggunaan Banyak Frekuensi Sampling untuk Analisa Transformasi Fourier Digital pada Aplikasi yang Berbasis Mikrokontroler

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    Analisa Fourier adalah salah satu metode yang banyak digunakan untuk berbagai aplikasi. DFT dan FFT adalah model dan algoritma yang umumnya digunakan dalam sistem proses digital. Masalah yang sering muncul yang berkaitan dengan DFT atau FFT adalah waktu komputasi dan kapasitas memori. Jika perangkat pemroses yang digunakan adalah PC, hal ini tidak menjadi masalah. Namun tidak demikian jika menggunakan mikroprosesor atau mikrokontroler. Teknik yang digunakan di sini akan sangat mengurangi waktu komputasi dan kebutuhan memory yang akan sesuai untuk aplikasi yang berbasis mikrokontroler. Teknik yang digunakan adalah memecah spectrum frekuensi yang lebar dari sinyal masukan menjadi beberapa band yang lebih kecil dengan teknik menggunakan lebih dari satu frekuensi sampling. Dan mengurangi panjang sampling yang semula ratusan atau ribuan sampling menjadi hanya beberapa puluh sampling. Sebagai contoh hasil, pada pengujian kali ini digunakan pada aplikasi analisa spektrum sinyal audio dengan rentang 20 Hz sampai 20 kHz yang seharusnya menggunakan frekuensi sampling 40 kHz dengan panjang sampling 2000 sampling. Pada percobaan ini dapat dipecah dan dikurangi menjadi hanya 3 band masing-masing 20 sampling, total 60 samplin

    DESAIN DAN IMPLEMENTASI SISTEM REMOTELY OPERATED VEHICLE (ROV) PADA ROBOT iSRo

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    Umumnya robot Autonomous Multiplatform didesain untuk negara yang secara geografis rawan terhadap bencana gempa bumi dan tsunami, termasuk Indonesia. Ketika terjadi bencana alam, korban harus segera mendapat pertolongan dan perawatan untuk menghindari jumlah kematian yang lebih besar. Oleh karena itu robot yang dapat bergerak mencari dan menemukan letak korban dan dapat bermanuver diantara reruntuhan akibat bencana, sangat diperlukan untuk membantu tugas dari Tim SAR. Robot iSRo (intellegent search robot) adalah robot dengan desain mekanisme baru yang merupakan gabungan dari dua sistem mekanisme beroda dan berkaki. Sistem mekanisme ini akan meningkatkan kemampuan bermanuver dari robot di medan bencana yang sulit dijangkau oleh manusia. Robot memiliki dua sistem pengoperasian, yaitu dioperasikan secara manual melalui joystick dan secara autonomous. Sensor ultrasonik akan digunakan untuk mendeteksi halangan yang ada disekitar robot. Robot dilengkapi dengan kamera untuk navigasi dan mengetahui posisi keberadaan robot. Sistem Remotely Operated Vehicle (ROV) menggunakan Xbee Pro yang beroperasi pada frekuensi 2,4 GHz. Dengan daya jangkau 300 meter pada area terbuka. Setiap gerakan dari kontrol Remotely Operated Vehicle (ROV) akan disesuaikan dengan simulasi pada software Webots 5.10. Dengan memberikan kecerdasan berupa primitive behavior, pengujian mobilitas dan performa yang dilakukan oleh robot iSRo dapat menghindari beberapa rintangan seperti tanjakan, jalan berbatu, tanah, ruang sempit, dengan dioperasikan secara manual dan autonomous. Keyword : Remotely Operated Vehicle, Xbee Pro, Rescue Robot, RO

    RANCANG BANGUN ALAT PENGUKUR DETAK JANTUNG DAN SUHU TUBUH MANUSIA BERBASIS KOMUNIKASI BLUETOOTH

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    Health body is a vital element in human life. Man can know the health of the body to perform medical tests at the hospital gradually, with regular personal doctor or check yourself if you have a medical test kits. In fact, humans are too busy with their activities or hindered the problem is expensive to check their health or to buy health test kits. Humans infected with various diseases is increasing even more years until the cause of death for patients because they know the delay of the illness. Therefore we need a system that could check the condition of the human body in a practical and economical. So in this final, will be built a system that can be used as a measure of heart rate and body temperature in a practical way. Designed system is a system that can provide health information to the user, in this case is the condition of the heart rate and body temperature. This is the way the system works by taking data from sensors detecting the heart rate and body temperature sensors are then displayed using the application on mobile phone. Controlling sensors and transfer data to a mobile phone using Bluetooth Module EmbeddedBlue 506. Thus, the user is expected to be detected easily and early health conditions that can quickly resolve the problem of human body

    SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN MAHASISWA BERPRESTASI BERBASIS WEB DENGAN METODE FUZZY QUERY

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    Student Selection and determination to achieve a long and complicated process. The selection process is to have many opportunities to make wrong decisions because the process of selecting students based on subjectivity. This means most likely that the best students are chosen does not achieve the desired standard and not getting the best candidates. Therefore made a decision support system that can perform the calculation on all the criteria for selection of student achievement in accordance with real data. This final project will implement the fuzzy logic into the query, called the Fuzzy Database Query. That is, a query that has a variable-valued fuzzy variables. The problems will be resolved is the selection process on academic merit. Fuzzy method used is the Mamdani fuzzy query model. Students who will be recommended to student achievement has a valuable criteria fuzzy or non-fuzzy value. Fuzzy criteria required GPA among others, training, intra-extracurricular activity, Essay. While non-fuzzy data needed among other majors and years of data. Results from this system in the form of a list of student achievement consistent with real data on academic merit Electronic Engineering Polytechnic Institute Surabaya. The final project is built using the MySQL database and PHP programming language. Key Word : Logika Fuzzy, Himpunan Fuzzy, Fuzzy Query Database, Student achievement

    PEMBUATAN SISTEM INFORMASI AKUNTANSI KPRI MANDIRI SMPN 1 KARANGREJO MAGETAN DENGAN MENGGUNAKAN JSP

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    As one of the co-operative environment of district employees Magetan was KPRI (Employees Cooperative Republic of Indonesia) Self SMPN1 Karangrejo still using a manual bookkeeping system that is so in the work of a treasurer still require a lot of books for the administrative activities in the form of savings accounts, loans, and installment and if must make an annual report for the calculation of SHU (Time Results of Operations), all members of the cooperative, so it is not effective anymore in terms of time process. Computer-based information system is the right solution of existing problems, so no need to use a lot of books for accounting purposes or administration of the entire bookkeeping cooperative but simply by using a computer. Web-based information systems are built using JSP and MySQL database using selected to resolve this matter because it is more user friendly. Effectiveness of time is one factor of success of making this information system, because basically treasurer of the cooperative is a teacher who also has taught at the school so that will not take the time to teach him just to take care of bookkeeping cooperative. Key Words : JSP (Java Service Page

    Penjejakan Objek Dengan NeuroFuzzy

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    Currently the robot is a tool that can replace the role of human functions. In this final project will develop a computerized system connected to the PTZ camera (Pan Tilt Zoom) that can recognize the object and track this object. So the camera can detect and track object automatically. Tracking robot system is divided into several subsystems are image processing and control subsystem. In subsitem image processing the image data is retrieved online from the camera to recognize objects that will be traced. Recognition to objects using color segmentation to recognize color, and color that will be recognized that the red color. Image processing subsystem is useful to detect a red ball on the surrounding area. Then the subsystems will be used control NeuroFuzzy method which translates role in sintax C for move camera in tracing objects. This study shows optimization of tracking can be performed up to 63.9% from the specified error limits. It can be seen on tests such as color segmentation, speed, and precision tracking. Keyword: image Processing, trace, Color Segmentation, NeuroFuzz

    Pengukuran Koefisien Refleksi Dinding ”Anechoic Chamber” pada Frekuensi Gelombang Mikro Band-X menggunakan Teknik Gelombang Berdiri

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    Makalah ini menyajikan hasil studi pengukuran koefisien refleksi dinding anechoic chamber Laboratorium Microwave, Politeknik Elektronika Negeri Surabaya (PENS), Institut Teknologi Sepuluh Nopember Surabaya (ITS), untuk aplikasi gelombang mikro frekuensi band-X, tepatnya frekuensi 8.500 MHz sampai 10.500 GHz. Pengukuran dilakukan dengan ”standing wave detector” yang berfungsi untuk mengetahui fenomena gelombang berdiri, yang dikarakteristikkan dengan parameter ”voltage standing wave ratio (VSWR)”, dan dapat dihitung besar koefisien refleksi dari dinding anechoic chamber. Pengukuran dilakukan dengan arah gelombang datang membentuk sudut datang normal (tegak lurus terhadap permukaan dinding anechoic chamber), dengan mengambil tiga pola titik pengukuran yang berbeda. Pola pertama, pengukuran dilakukan pada titik puncak piramida dinding anechoic chamber. Pola kedua, pada titik perbatasan antara dua dinding piramida, sedangkan pola ketiga, pada titik sudut antara empat dinding piramida. Dari pengukuran tiga pola titik pengukuran yang berbeda diperoleh hasil, bahwa pada range frekuensi 8.500 MHz sampai 10.500 MHz, besar koefisien refleksi rata-rata 6,04%(-24,38 dB) untuk pola pertama, 7,83%(-22,12 dB) untuk pola kedua, dan 9,71% (- 20,26 dB) untuk pola ketiga. Bila nilai -20 dB merupakan syarat level ambang maksimum suatu ruang anechoic chamber, maka dapat disimpulkan bahwa ruang tersebut masih layak sebagai ruang bebas pantul gelombang mikro pada range frekuensi band-X, tepatnya frekuensi 8.500 sampai 10.500 MHz

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