A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE Aryuanto1) F. Yudi Limpraptono2) 1,2 Departme... more A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE Aryuanto1) F. Yudi Limpraptono2) 1,2 Department of Electrical Engineering, Institut Teknologi Nasional (ITN) Malang Jalan Raya Karanglo Km. 2 Malang 1 aryuanto@gmail.com, 2 fyudil@yahoo.com Abstract This paper presents a vision-based system for monitoring driver fatigue. The system is divided into three stages: face detection, eye detection, and fatigue detection. Face detection based on the skin color segmentation is used to localize face image from a whole image. To overcome the normalized RGB chromaticity diagram is adopted. After face is localized, eye is detected by PERCLOS (percentage of eye closure over time) is calculated and used to detect a fatigue condition. Keywords : Driver fatigue, machine vision, face detection, eye detecton, fatigue detection.
International Journal of Online and Biomedical Engineering (iJOE), 2021
This paper will discuss the results of research on the development of remote laboratory architect... more This paper will discuss the results of research on the development of remote laboratory architectures for electronics telecommunications courses based on mobile devices. The background of study for the development of this system is to meet the demands of the world of education in the era of the industrial revolution 4.0 and the needs for online learning that is caused by the Covid-19 pandemic. Besides, with the development of cellular communication technology and mobile devices that have PC-level capabilities, mobile devices can support remote laboratory development. The design of remote laboratory system is based on an embedded system consisting of a user management server based on the Raspberry Pi 4 and an instrumentation system using Red Pitaya. Remote Laboratory applications can be accessed using mobile devices such as Android based smart phones or tablets. The aim of the development of this remote laboratory is to complete remote experiment activities in electronics t...
Journal of Telecommunication, Electronic and Computer Engineering, 2018
Software defined radio (SDR) is a new paradigm in the design of wireless communication devices. C... more Software defined radio (SDR) is a new paradigm in the design of wireless communication devices. Currently SDR technology is widely used in the field of telecommunications such as mobile phones and is very popularly used on amateur radio. SDR technology not only can be used for radio transceiver system, but SDR can also be used as a spectrum analyzer. The spectrum analyzer is an instrumentation that is needed by researchers in the field of telecommunications and amateur radio activists. The problem of researchers and amateur radio activists is how to use spectrum analyzers that can be accessed remotely, so that they can observe the spectrum of the radio frequency that produced by their communication devices remotely when they experiment with the radio transmitters or antenna. From this background, this research proposes the development of a remote spectrum analyzer system based on web software defined radio. The remote spectrum analyzer will be integrated with remote laboratories tha...
Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences
The increasing demand for electrical energy and the decreasing supply of fossil fuels in recent y... more The increasing demand for electrical energy and the decreasing supply of fossil fuels in recent years have increased the cost of electrical energy. So that the culture of saving electrical energy is a habit that must be cultivated in the community. On the other hand, energy-saving behavior cannot be realized massively without a support system that can control energy use. With these concerns, it is necessary to develop a method that encourages a culture of saving electrical energy. This paper proposes a system that supports active energy efficiency methods that can support an energy-efficient culture. This system is an electric power monitoring system that is integrated with a smart electrical panel that continuously monitors the use of electrical energy and can control electrical loads automatically, record electricity usage, provide comprehensive reports and analyze energy usage. The method used to carry out this research is research and development. This research has produced a pr...
Industrial worlds nowadays is encountering a change by entering industrial revolution 4.0 era. Th... more Industrial worlds nowadays is encountering a change by entering industrial revolution 4.0 era. This era is also disrupting a lot of human’s activities, including science, technology and higher education. In facing industrial revolution 4.0 in education, Indonesian government has tried Cyber University program and the development of 4.0 learning, like distance learning system that is facilitated by SPADA (Indonesian online learning system). SPADA is a program of the Directorate General of Learning and Student Affairs of the Indonesian Ministry of Research, Technology and Higher Education to improve equitable access towards quality learning in higher education. Aggregator of the SPADA Indonesia is used to connect learning management system of higher education and the LMS of SPADA Indonesia. The problem in SPADA and LSM system is generally in a state of having shortcomings in the learning of engineering field, where to achieve learning outcomes, it needs facilities to do laboratory wor...
Dengan semakin maraknya media pemasaran online maka jika tetap bertahan dengan pemasaran secara m... more Dengan semakin maraknya media pemasaran online maka jika tetap bertahan dengan pemasaran secara manual atau pelanggan harus datang ke toko akan mengakibatkan penurunan penjualan dan akan tertinggal dengan toko lain yang sudah melaksanakan pemasaran secara online, mitra pengabdian masyarakat mempunyai usaha dalam bidang jual beli komputer second beserta asesories komputer baik baru maupun second, mengingat harga komputer baru lebih mahal dibandingkan dengan komputer second maka masih banyak peminat terhadap barang second tersebut karena masih dapat berfungsi sesuai dengan kebutuhan pelanggan, dalam pengabdian masyarakat ini dibuatlah suatu pemasaran secara online pada sebuah toko komputer second, yang akan memudahkan pelanggan melihat dan memesan komputer second melalui internet tanpa harus datang ke lokasi toko, diharapkan dengan adanya media pemasaran secara online ini penjualan menjadi meningkat.
A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE Aryuanto1) F. Yudi Limpraptono2) 1,2 Departme... more A VISION-BASED SYSTEM FOR MONITORING DRIVER FATIGUE Aryuanto1) F. Yudi Limpraptono2) 1,2 Department of Electrical Engineering, Institut Teknologi Nasional (ITN) Malang Jalan Raya Karanglo Km. 2 Malang 1 aryuanto@gmail.com, 2 fyudil@yahoo.com Abstract This paper presents a vision-based system for monitoring driver fatigue. The system is divided into three stages: face detection, eye detection, and fatigue detection. Face detection based on the skin color segmentation is used to localize face image from a whole image. To overcome the normalized RGB chromaticity diagram is adopted. After face is localized, eye is detected by PERCLOS (percentage of eye closure over time) is calculated and used to detect a fatigue condition. Keywords : Driver fatigue, machine vision, face detection, eye detecton, fatigue detection.
International Journal of Online and Biomedical Engineering (iJOE), 2021
This paper will discuss the results of research on the development of remote laboratory architect... more This paper will discuss the results of research on the development of remote laboratory architectures for electronics telecommunications courses based on mobile devices. The background of study for the development of this system is to meet the demands of the world of education in the era of the industrial revolution 4.0 and the needs for online learning that is caused by the Covid-19 pandemic. Besides, with the development of cellular communication technology and mobile devices that have PC-level capabilities, mobile devices can support remote laboratory development. The design of remote laboratory system is based on an embedded system consisting of a user management server based on the Raspberry Pi 4 and an instrumentation system using Red Pitaya. Remote Laboratory applications can be accessed using mobile devices such as Android based smart phones or tablets. The aim of the development of this remote laboratory is to complete remote experiment activities in electronics t...
Journal of Telecommunication, Electronic and Computer Engineering, 2018
Software defined radio (SDR) is a new paradigm in the design of wireless communication devices. C... more Software defined radio (SDR) is a new paradigm in the design of wireless communication devices. Currently SDR technology is widely used in the field of telecommunications such as mobile phones and is very popularly used on amateur radio. SDR technology not only can be used for radio transceiver system, but SDR can also be used as a spectrum analyzer. The spectrum analyzer is an instrumentation that is needed by researchers in the field of telecommunications and amateur radio activists. The problem of researchers and amateur radio activists is how to use spectrum analyzers that can be accessed remotely, so that they can observe the spectrum of the radio frequency that produced by their communication devices remotely when they experiment with the radio transmitters or antenna. From this background, this research proposes the development of a remote spectrum analyzer system based on web software defined radio. The remote spectrum analyzer will be integrated with remote laboratories tha...
Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences
The increasing demand for electrical energy and the decreasing supply of fossil fuels in recent y... more The increasing demand for electrical energy and the decreasing supply of fossil fuels in recent years have increased the cost of electrical energy. So that the culture of saving electrical energy is a habit that must be cultivated in the community. On the other hand, energy-saving behavior cannot be realized massively without a support system that can control energy use. With these concerns, it is necessary to develop a method that encourages a culture of saving electrical energy. This paper proposes a system that supports active energy efficiency methods that can support an energy-efficient culture. This system is an electric power monitoring system that is integrated with a smart electrical panel that continuously monitors the use of electrical energy and can control electrical loads automatically, record electricity usage, provide comprehensive reports and analyze energy usage. The method used to carry out this research is research and development. This research has produced a pr...
Industrial worlds nowadays is encountering a change by entering industrial revolution 4.0 era. Th... more Industrial worlds nowadays is encountering a change by entering industrial revolution 4.0 era. This era is also disrupting a lot of human’s activities, including science, technology and higher education. In facing industrial revolution 4.0 in education, Indonesian government has tried Cyber University program and the development of 4.0 learning, like distance learning system that is facilitated by SPADA (Indonesian online learning system). SPADA is a program of the Directorate General of Learning and Student Affairs of the Indonesian Ministry of Research, Technology and Higher Education to improve equitable access towards quality learning in higher education. Aggregator of the SPADA Indonesia is used to connect learning management system of higher education and the LMS of SPADA Indonesia. The problem in SPADA and LSM system is generally in a state of having shortcomings in the learning of engineering field, where to achieve learning outcomes, it needs facilities to do laboratory wor...
Dengan semakin maraknya media pemasaran online maka jika tetap bertahan dengan pemasaran secara m... more Dengan semakin maraknya media pemasaran online maka jika tetap bertahan dengan pemasaran secara manual atau pelanggan harus datang ke toko akan mengakibatkan penurunan penjualan dan akan tertinggal dengan toko lain yang sudah melaksanakan pemasaran secara online, mitra pengabdian masyarakat mempunyai usaha dalam bidang jual beli komputer second beserta asesories komputer baik baru maupun second, mengingat harga komputer baru lebih mahal dibandingkan dengan komputer second maka masih banyak peminat terhadap barang second tersebut karena masih dapat berfungsi sesuai dengan kebutuhan pelanggan, dalam pengabdian masyarakat ini dibuatlah suatu pemasaran secara online pada sebuah toko komputer second, yang akan memudahkan pelanggan melihat dan memesan komputer second melalui internet tanpa harus datang ke lokasi toko, diharapkan dengan adanya media pemasaran secara online ini penjualan menjadi meningkat.
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