Articles

Access the latest knowledge in applied science, electrical engineering, computer science and information technology, education, and health.

Filter Icon

Filters article

Years

FAQ Arrow
0
0

Source Title

FAQ Arrow

Authors

FAQ Arrow

29,734 Article Results

AHP and TOPSIS applied in the field of scientific research

10.11591/ijeecs.v14.i3.pp1382-1390
Mohamed El Mohadab , Belaid Bouikhalene , Fahd Ouatik , Said Safi
Scientific research is a major issue for universities because it ensures its innovation and productivity, but to ensure the proper functioning of universities, the decisions-makers need powerful tools to assist them in this process. Multi criteria decision making (MCDM) may present an appropriate asset for this area especially with the analytical hierarchy process (AHP) which presents a theory of measurement through pairwise comparisons and relies on the judgments of experts to derive priority scales.
Volume: 14
Issue: 3
Page: 1382-1390
Publish at: 2019-06-01

Implementation model architecture software defined network using raspberry Pi: a review paper

10.12928/telkomnika.v17i3.8859
Oki; Telkom University Marzuqi , Agus; Telkom University Virgono , Ridha Muldina; Telkom University Negara
Software defined network (SDN) made with basic concepts that are different from traditional networks in controlling the network, the separation between the control layer and forwarding layer on different devices allows the administrator to adjust the control plan for all devices centralized in one action, while in traditional network, the control and forwarding layers are located in the infrastructure making network administrator must manage devices one by one. Research using single board computers on network technology provides an opportunity to implement SDN architecture. Raspberry Pi has sufficient ability. QoS results meet the ITU-T G.1010 reference which indicates that Raspberry Pi can be used on designed networks.
Volume: 17
Issue: 3
Page: 1136-1141
Publish at: 2019-06-01

Suitability analysis of rice varieties using learning vector quantization and remote sensing images

10.12928/telkomnika.v17i3.12234
Annisa; Universitas Diponegoro Apriliani , Retno; Universitas Diponegoro Kusumaningrum , Sukmawati Nur; Universitas Diponegoro Endah , Yudo; Universitas Diponegoro Prasetyo
Rice (Oryza Sativa) is the main food for Indonesian people, thus maintaining the stability of rice production in Indonesia becomes an important issue for further study. A strategy to overcome the issue is to apply precision agriculture (PA) using remote sensing images as a reference due to its effectiveness. The initial stage of PA is suitability analysis of rice varieties, including INPARA, INPARI, and INPAGO. While the representative features that can be extracted from remote sensing images and related to agriculture field are NDVI, NDWI, NDSI, and BI. Therefore, the aim of this study is to identify the best model for analyzing the most suitable superior rice varieties using Learning Vector Quantization. The results show that the best LVQ model is obtained at learning rate value of 0.001, epsilon value of 0.1, and the features combination of NDWI and BI values (in standard deviation). The architecture generates accuracy value of 56%.
Volume: 17
Issue: 3
Page: 1290-1299
Publish at: 2019-06-01

An open source tool for reliability evaluation of distribution system using Monte Carlo simulation

10.11591/ijeecs.v14.i3.pp1065-1075
Bhargava Chitumodhu , Renuka Loka
As the demand for electricity is shooting exponentially, reliable supply of electrical energy from generation to customer is the challenging task faced by utilities. Though generation and transmission can be maintained at hundred percent reliability, reliability of entire system cannot be assured unless focus is laid on distribution system. Most of the faults are occurring on the distribution system which is directly connected to different customers. Hence, we need to intensify the attention at distribution level. Due to deregulation, private players are evolving in distribution sector which complicates power system data exchange and information integration.   To cope with this scenario, reliability evaluation of distribution system through Monte Carlo Simulation (MCS) with feature of interoperability for Bus 2 of RBTS system has been introduced and analyzed using SOAP web services. Simulation is performed by developing a web application in Java and is deployed on the Glass-fish server using JAX-WS. The intent behind this proposed model is to use the internet as the transactional tool and exposing the functionality of the program for reliability evaluation for utilities to use and providing facility of interoperability through standards refinement and integration into profiles.
Volume: 14
Issue: 3
Page: 1065-1075
Publish at: 2019-06-01

Stress detection and relief using wearable physiological sensors

10.12928/telkomnika.v17i3.9719
Kriti; SRM Sethi , T.; SRM Ramya , Hanut Pratap; SRM Singh , Rishik; SRM Dutta
The aim of the paper was to present a concept and to develop a prototype in the form of a cap which uses a combination of physiological sensors that work in concert to not only detect high stress levels in a person during his daily routine and working env ironment, but also initiate immediate relief measures. The parameters used to detect stress were compared with resting heart rate and brainwave activity to determine whether the person wearing the cap is in a stressed condition. Stress alleviation was achieved using Auditory Stimulation and a Scalp Massage. Early detection of stress and its immediate remedy or reduction can play an important role in preventing mental health disorders. In order to make the product cost effective, the concept of sensing optimum amount of data to trigger a remedial action was given more importance than extensive data collection using large number of sensors. Integrating an IOT device will further allow information to be recorded and transmitted to a caregiver/doctor to prescribe remedial action and thus prevent the condition to take a pathological form or get complicated. The detailed analysis of the collected data can help people identify the precipitating factors for stress and thus aims at reduction of stress related illnesses.
Volume: 17
Issue: 3
Page: 1539-1546
Publish at: 2019-06-01

Wireless sensor network based monitoring system for precision agriculture in Uzbekistan

10.12928/telkomnika.v17i3.11513
Farruh; Tashkent University Muzafarov , Abdimurod; Tashkent University Eshmuradov
The last decades the WSN technology has been adopted by more and more scientific fields for accurate and effective monitoring of climate phenomena like air pollution, destruction phenomena like landslides, etc. It has been widely used in agriculture for field monitoring. WSN is an emerging technology, which through the research in the labs and the real deployments has been proved to be a significant and valuable tool for scientists to explore another world which is behind the various environmental phenomena using tiny sensor nodes In this article, "Expert Advisory System" was developed to improve the productivity of farmers, save their time and improve the efficiency of the crops. The system monitors real-time crop fields using wireless sensor networks and provides the necessary information to farmers via the Internet. The farmer will be required to undertake the necessary remedial action on the basis of the information received. It’s also provided that the simulation of WSN in Contiki Simulator tool. Moreover, the queing model for WSN to also considered in this work.
Volume: 17
Issue: 3
Page: 1071-1080
Publish at: 2019-06-01

Dissemination of technology information through YouTube: a case of renewable energy technology

10.12928/telkomnika.v17i3.10124
Muhammad Kunta; Tokyo Institute of Technology Biddinika , Mochamad; Universitas Janabadra Syamsiro , Srikandi; Tokyo Institute of Technology Novianti , Bakhtiyor; Tokyo Institute of Technology Nakhshiniev , Muhammad; Tokyo Institute of Technology Aziz , Fumitake; Tokyo Institute of Technology Takahashi
Internet video sharing has been used by scholars for two main purposes. First, it is for informal scholarly communication including teaching and academic conferences. Second, it is for engagement tool by contemporary society. Renewable energy technology has also been utilizing internet video sharing technology for those purposes. It is a promotional tool to disseminate information about the technology as well as a media for public engagement with renewable energy issues. This paper reviews how YouTube, the most popular internet video sharing website whose content is created and accessed publicly for free of charge, has been elaborated in scholarly publication in the various fields prior to showing how renewable energy is portrayed in YouTube. By using a hundred YouTube most viewed videos, this paper presents an in-depth and systematic measurement study on the characteristics of YouTube videos on renewable energy issues.
Volume: 17
Issue: 3
Page: 1526-1538
Publish at: 2019-06-01

Prediction of entering processes into the deadlock state

10.11591/ijeecs.v14.i3.pp1484-1492
Andrii Nicheporuk , Yuriy Klots , Oksana Yashyna , Sergiy Mostovyi , Yuriy Nicheporuk
The work is devoted to the problem of processes’ deadlock in the multi-tasking system. On the basis of the study of the life cycle of the process, the boundary state of the process was distinguished, which will precede the deadlock state. Proposed the method for prediction of entering processes into the deadlock state, which consists of two algorithms: algorithm of detection of potential processes that may fall into the deadlock and algorithm of processes detection that falling into the state of deadlock. An evaluation of time complexity of proposed method is conducted. Unlike the known methods and algorithms, proposed method use fuzzy logic components to detect two or more processes that fall into the state of deadlock, and thus do not make the algorithm cumbersome, which allows it to be used in modern operating systems.
Volume: 14
Issue: 3
Page: 1484-1492
Publish at: 2019-06-01

Design of radar display of Indonesian airspace monitoring application

10.12928/telkomnika.v17i3.11778
Sulistyaningsih; LIPI Sulistyaningsih , Yussi Perdana; LIPI Saputera , Mashury; LIPI Wahab , Yudi Yulius; LIPI Maulana
In this research, the design and manufacture of radar display software using Plan Position Indicator (PPI) format for air surveillance radar application are presented. The PPI display shows interpretations of echo detections of radar signal reflected from the flying objects/targets. The detection results will be displayed on a circular 360ᵒ area, where the radar position is at the center. System configuration is done via interface from the display, by adjusting the level of transmit signal, by setting the gain for threshold, and by enabling moving target indicator (MTI) mode. The MTI mode only displays moving objects and no non-moving objects are shown such as mountains and buildings. Based on the results of this research, the PPI display shows the targets on the display according to its position, some desired targets can also be tracked, information on target, GPS location, target ID, required parameters, and some settings. The radar display fulfills all the required capabilities for air surveillance radar.
Volume: 17
Issue: 3
Page: 1176-1184
Publish at: 2019-06-01

Bridging IoT infrastructure and cloud application using cellular-based internet gateway device

10.12928/telkomnika.v17i3.12229
Eko Sakti; Brawijaya University Pramukantoro , Maxi; Brawijaya University Luckies , Fariz Andri; Brawijaya University Bakhtiar
An Internet of Things (IoT) middleware can solve interoperability problem among “things” in IoT infrastructure by collecting data. However, the sensor nodes’ data that is collected by the middleware cannot be directly delivered to cloud applications since the sensor nodes and the middleware are located in intranet. A solution to this problem is an Internet Gateway Device (IGD) that retrieves data from the middleware in intranet then forwards them to cloud applications in the internet. In this study, an IGD based on cellular network is proposed to provide wide-coverage internet connectivity. Two test scenarios were conducted to measure delay and throughput between the IGD and the cloud application; using data from DHT22 sensor and image sensor respectively. The results of the first test scenario using DHT22 sensor show that the average delay is under 5 seconds and the maximum throughput is 120 bps, while the second one using image sensor concludes that the average delay is 595 seconds and the maximum throughput is 909 bps.
Volume: 17
Issue: 3
Page: 1439-1446
Publish at: 2019-06-01

Benchmarking medium voltage feeders using data envelopment analysis: a case study

10.12928/telkomnika.v17i3.9288
K. T. M. U; University of Moratuwa Hemapala , H. M. J. N; Ceylon Electricity Board Herath , O. V. Gnana; VIT University Chennai Swathika
Feeder performance evaluation is a key component in improving the power system network. Currently there is no proper method to find the performance of Medium Voltage Feeders (MVF) except the number of feeder failures. Performance benchmarking may be used to identify actual performance of feeders. The results of such benchmarking studies allow the organization to compare feeders with themselves and identify poorly performing feeders. This paper focuses on prominent benchmarking techniques used in international regulatory regime and analyses the applicability to MVFs. Data Envelopment Analysis (DEA) method is selected to analyze the MVFs. Correlation analysis and DEA analysis are carried out on different models and then the base model is selected for the analysis. The relative performance of the 32 MVFs of Western Province, Sri Lanka is evaluated using the DEA. Relative efficiency scores are identified for each feeder. Also the feeders are classified according to the sensitivity analysis. The results indicate that the DEA analysis may be conveniently employed to evaluate the performance of the MVFs. The evaluation is carried out once or twice a year with the MV distribution development plan in order to identify the performance of the feeders and to utilize the available limited resources efficiently.
Volume: 17
Issue: 3
Page: 1547-1558
Publish at: 2019-06-01

Outage probability based on telecommunication range for multi-hop HALE UAVs

10.12928/telkomnika.v17i3.10782
Mohammadreza; Malek Ashtar University of Thechnology (MUT) Tarihi , Mohammad Mahdinejad; Malek Ashtar University of Thechnology (MUT) Noori , Mohammadhossein; Malek Ashtar University of Thechnology (MUT) Madani
Cooperative relaying increases telecommunication range, improves the connectivity, and increases the reliability of data transmission; however, the transmitted power does not change. This paper analyzes the extended telecommunication range of a multi-hop cascaded network comprising N–cooperative relaying high-altitude long endurance (HALE) unmanned aerial vehicles (UAVs) under ambient conditions. A notable ambient condition is rain, which causes signals to scatter in different directions; hence, one should model the communication channel for HALE UAV as a Rayleigh channel. This paper proposes a statistical model that is based on the effect of the telecommunication range on the outage probability in an N-Rayleigh fading channel. The simulation results show that as the telecommunication range increases, the outage probability (Poutage) also increases, whereas when both the telecommunication range and the number of relays increase, Poutage decreases. An issue that has been highlighted in this paper is that, by increasing number of relays from N=1 to N=5 the telecommunication range increases and Poutage about 40% decreases. Moreover, in rainy conditions and with a fixed number of relays, when both the intensity of rainfall and telecommunication range increases, Poutage increases. For example by increasing rate of rain (Rr) from 1mm/h to 100 mm/h, Poutage increases around 30% in 100 Km with two relays.
Volume: 17
Issue: 3
Page: 1118-1127
Publish at: 2019-06-01

Approximated computing for low power neural networks

10.12928/telkomnika.v17i3.12409
Gian Carlo; University of Rome Tor Vergata Cardarilli , Luca; University of Rome Tor Vergata Di Nunzio , Rocco; University of Rome Tor Vergata Fazzolari , Daniele; University of Rome Tor Vergata Giardino , Marco; University of Rome Tor Vergata Matta , Mario; University of Rome Tor Vergata Patetta , Marco; University of Rome Tor Vergata Re , Sergio; University of Rome Tor Vergata Spanò
This paper investigates about the possibility to reduce power consumption in Neural Network using approximated computing techniques. Authors compare a traditional fixed-point neuron with an approximated neuron composed of approximated multipliers and adder. Experiments show that in the proposed case of study (a wine classifier) the approximated neuron allows to save up to the 43% of the area, a power consumption saving of 35% and an improvement in the maximum clock frequency of 20%.
Volume: 17
Issue: 3
Page: 1236-1241
Publish at: 2019-06-01

LTE RF receiver modeling and each part testing with MATLAB simulink

10.11591/ijeecs.v14.i3.pp1251-1257
Fatima Faydhe al azzawi
fourth generation cellular network based on Long Term Evaluation (LTE) air interface. LTE is specifically designed for packet data communications, where the emphasis of the technologies high spectral efficiency, high peak data rates, low latency, and frequency flexibility. In this paper a LTE physical layer design and implemented using MATLAB codes and Simulink, where MATLAB codes generate the 64 QAM transmitting signal and simulating LTE frames while Simulink model perform the physical layer which including the band limiting, free space path loss adding, channel, RF receiver, demodulation, 10-bit ADC, DC offset cancellation, saving data to preform EVM measurements, and viewing the spectrum signal after each block, finally QAM with multi –order tested under AWGN.
Volume: 14
Issue: 3
Page: 1251-1257
Publish at: 2019-06-01

Analysis of color image features extraction using texture methods

10.12928/telkomnika.v17i3.9922
Aws; Al-Balqa Applied University AlQaisi , Mokhled; Mutah University AlTarawneh , Ziad A.; Al-Balqa Applied University Alqadi , Ahmad A.; Al-Balqa Applied University Sharadqah
A digital color images are the most important types of data currently being traded; they are used in many vital and important applications. Hence, the need for a small data representation of the image is an important issue. This paper will focus on analyzing different methods used to extract texture features for a color image. These features can be used as a primary key to identify and recognize the image. The proposed discrete wave equation DWE method of generating color image key will be presented, implemented and tested. This method showed that the percentage of reduction in the key size is 85% compared with other methods.
Volume: 17
Issue: 3
Page: 1220-1225
Publish at: 2019-06-01
Show 1289 of 1983

Discover Our Library

Embark on a journey through our expansive collection of articles and let curiosity lead your path to innovation.

Explore Now
Library 3D Ilustration