Bhakti Yudho Suprapto
Sriwijaya University
PhysicsEngineeringLift (data mining)Recurrent neural networkMel-frequency cepstrumArtificial intelligenceBackpropagationControl systemNavigation systemSpeech recognitionInverse controlAltitude controlComputer sciencePID controllerArtificial neural networkFeature extractionFuzzy logicControl theoryReal-time computingControl theoryRobotProcess (computing)
62Publications
4H-index
45Citations
Publications 69
Newest
Nowadays, speech is used also for communication between humans and computers, which requires conversion from speech to text. Nevertheless, few studies have been performed on speech-to-text conversion in Indonesian language, and most studies on speech-to-text conversion were limited to the conversion of speech datasets with incomplete sentences. In this study, speech-to-text conversion of complete sentences in Indonesian language is performed using the deep bidirectional long short-term memory (L...
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#1Rozeff Pramana (Sriwijaya University)
#2Bhakti Yudho Suprapto (Sriwijaya University)H-Index: 4
Last. Zainuddin Nawawi (Sriwijaya University)H-Index: 8
view all 3 authors...
Rapid technological developments have penetrated the application of technology in the field of aquaculture. Climate Changes that are currently uncertain and beyond prediction encourage the application of technology to increase fishery production and modernization. The purpose of this study is to design a water quality monitoring system that can be monitored remotely in real-time using an internet-based smartphone/PC application. It is equipped with an early warning system to monitor the water qu...
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#1Armin SofijanH-Index: 1
Last. Zainuddin NawawiH-Index: 8
view all 4 authors...
Photovoltaic is a tool to convert PV energy into electricity that is pollution-free and environmentally friendly, so that further research is needed in developing renewable technology. The output power produced by PV panels is highly dependent on the temperature and radiation characteristics of the PV. Therefore, this study aims to determine the effect of PV radiation and temperature on monocrystalline, polycrystalline, and amorphous PV. Data recording in this study uses a special data logger th...
#1Armin SofijanH-Index: 1
#2Zainuddin NawawiH-Index: 8
Last. Riman SipahutarH-Index: 4
view all 5 authors...
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#1Suci Dwijayanti (Sriwijaya University)H-Index: 3
#2Rahmad Abdillah (Sriwijaya University)H-Index: 1
Last. Bhakti Yudho Suprapto (Sriwijaya University)H-Index: 4
view all 6 authors...
The human face can be used in various biometrics procedures to identify an individual through face recognition or for facial expression recognition. However, not many studies have addressed the problem of face recognition along with facial expression recognition. In addition, some studies have directed more attention to finding the most suitable feature to extract and feed to a classifier. This study focused on addressing the problem using a convolutional neural network (CNN)-based method. Unlik...
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#2Siti Nurmaini (Sriwijaya University)H-Index: 12
Last. Bhakti Yudho Suprapto (Sriwijaya University)H-Index: 4
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The growth of the Internet of Things (IoT) presents challenges in the field of security. The Intrusion Detection System is an alternative to protecting the internet of things. In this study, we propose an intrusion detection system model that combines unsupervised algorithm and a deep neural network. Autoencoder as unsupervised learning algorithm has a function as a feature extractor that speeds up the learning process on a deep neural network. The performance of a deep learning model depends he...
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#1Ike BayusariH-Index: 1
Unmaned Ground Vehicle (UGV) merupakan teknologi kendaraan darat tanpa awak yang berguna untuk mempermudah pekerjaan manusia dalam berbagai bidang seperti transportasi, aktivitas logistik industri, search and resque , pertahanan dan keamanan, juga beberapa bidang lainnya. Pengendalian attitude menjadi permasalahan karena membutuhkan ketelitian akibat adanya pengaruh kecepatan. Selain itu, bagaimana UGV tersebut mengikuti jalur yang ditentukan juga memerlukan pengendalian attitude yang optimal. P...
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#1Muhammad Khosyi’in (Sriwijaya University)H-Index: 2
#2Eka Nuryanto Budisusila (Sriwijaya University)H-Index: 2
Last. Zainuddin NawawiH-Index: 8
view all 5 authors...
This article provides a discussion of the testing and measurement of UHF RFID with distance and facing angle parameters on static and moving state conditions. This study is necessary for implementing RFID technology in the development of autonomous vehicle navigation systems. Navigation systems in autonomous vehicles generally never leave the global positioning system (GPS) as a navigation sensor. The use of GPS independently has weaknesses related to the accuracy, so a navigation system using G...
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#1Eka Nuryanto Budisusila (Sriwijaya University)H-Index: 2
#2Bustanul Arifin (Sriwijaya University)H-Index: 3
Last. Zainuddin Nawawi (Sriwijaya University)H-Index: 8
view all 5 authors...
Autonomous vehicles are vehicles that run automatically without a driver. Therefore, the vehicle requires sensors to detect surrounding objects to avoid collisions with other objects or vehicles. A variety of sensors can be used to support the system. One of the sensors used is an ultrasonic sensor that has the reliability and robustness to various light conditions and radio waves, especially when compared to camera sensors, radar and lidar. The recent implementation of ultrasonic sensors in veh...
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Nowadays, an a utonomous vehicle is one of the fastest-growing technologies. In its movements, the autonomous vehicle requires a good navigation system to run on the specified lane. One sensor that is often used in navigation systems is the camera. However, this camera is constrained by the process and its reading, especially to detect roads that are suitable for the vehicle's position. Thus, t his research was conducted to detect the road and distance of nearby objects using the HSV color space...
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