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28,188 Article Results

Application Profiling and Mapping on NoC-based MPSoC Emulation Platform on Reconfigurable Logic

10.12928/telkomnika.v15i3.6513
Jia Wei; Universiti Teknologi Malaysia Tang , Yuan; Universiti Teknologi Malaysia Wen Hau , Nasir; Universiti Teknologi Malaysia Shaikh-Husin , Muhammad Nadzir; Universiti Teknologi Malaysia Marsono
In network-on-chip (NoC) based multi-processor system-on-chip (MPSoC) development, application profiling is one of the most crucial step during design time to search and explore optimal mapping. Conventional mapping exploration methodologies analyse application-specific graphs by estimating its runtime behaviour using analytical or simulation models. However, the former does not replicate the actual application run-time performance while the latter requires significant amount of time for exploration. To mapapplications on a specific MPSoC platform, the application behaviour on cycle-accurate emulated platform should be considered for obtaining better mapping quality. This paper proposes an application mapping methodology that utilizes a MPSoC prototyped in Field-Programmable Gate Array (FPGA). Applications are implemented on homogeneous MPSoC cores and their costs are analysed and profiled on the platform in term of execution time, intra-core communication and inter-core communication delays. These metricsare utilized in analytical evaluation of the application mapping. The proposed analytical-based mapping is demonstrated against the exhaustive brute force method. Results show that the proposed method is able to produce quality mappings compared to the ground truth solutions but in shorter evaluation time.
Volume: 15
Issue: 3
Page: 1040-1047
Publish at: 2017-09-01

Is Parameters Quantification in Genetic Algorithm Important, How to do it?

10.11591/ijai.v6.i3.pp112-123
Hari Mohan Pandey
The term “appropriate parameters” signifies the correct choice of values has considerable effect on the performance that directs the search process towards the global optima. The performance typically is measured considering both quality of the results obtained and time requires in finding them. A genetic algorithm is a search and optimization technique, whose performance largely depends on various factors – if not tuned appropriately, difficult to get global optima. This paper describes the applicability of orthogonal array and Taguchi approach in tuning the genetic algorithm parameters. The domain of inquiry is grammatical inference has a wide range of applications. The optimal conditions were obtained corresponding to performance and the quality of results with reduced cost and variability. The primary objective of conducting this study is to identify the appropriate parameter setting by which overall performance and quality of results can be enhanced. In addition, a systematic discussion presented will be helpful for researchers in conducting parameters quantification for other algorithms.
Volume: 6
Issue: 3
Page: 112-123
Publish at: 2017-09-01

Synchronization Control of Complex Dynamical Networks Based on Uncertain Coupling

10.12928/telkomnika.v15i3.4224
Qianqian; Tianjin University of Technology Jia
This paper is under in-depth investigation due to suspicion of possible plagiarism on a high similarity indexIn recent years, the study of complex networks has been a focus subject of technology fields. In this paper, we consider the adaptive control and synchronization of uncertain complex networks. By using the adaptive control techniques with the linear feedback updated law and the well-known LaSalle invariant principle on dynamical system theory, some simple yet generic criteria are derived. Furthermore, the result is applied to typical chaotic cellular neural networks (CNN). Finally, numerical simulations are presented to demonstrate the feasibility and effectiveness of the proposed techniques.
Volume: 15
Issue: 3
Page: 1164-1172
Publish at: 2017-09-01

A Three-Phase Grid-Connected PV System Based on SAPF for Power Quality Improvement

10.12928/telkomnika.v15i3.5439
Rachid; Badji Mokhtar University Belaidi , Ali; Badji Mokhtar University Haddouche , Djamila; UDES, EPST/ CDER Ghribi , M.; UDES, EPST/ CDER Mghezzi Larafi
This paper proposes a combined system of three-phase four-wire shunt active power filter (SAPF), and photovoltaic generator (PVG), to solve the power quality problems such as harmonic currents, poor power factor, and unbalanced load. In addition, the proposed system can inject the issued energy from the PVG into the utility grid. To increase the efficiency of the PVG and extract the maximum photovoltaic (PV) power under variable atmospheric conditions, a maximum power point tracking (MPPT) technique based on perturb and observe (P&O) is implemented in the DC/DC boost converter. The effectiveness of the proposed PVG-SAPF (PVG and SAPF) based on the use of synchronous reference frame theory (SRF theory) under unbalanced nonlinear load. The proposed PVG-SAPF is validated through numerical simulations using Matlab/Simulink software. The simulation results show the effectiveness of the proposed PVG-SAPF. 
Volume: 15
Issue: 3
Page: 1003-1011
Publish at: 2017-09-01

Flexible Wearable Antenna on Electromagnetic Band Gap using PDMS substrate

10.12928/telkomnika.v15i3.7214
Adel; Universiti Tun Hussein Onn Malaysia (UTHM) Y. I. Ashap , Z.; Universiti Tun Hussein Onn Malaysia (UTHM) Z. Abidin , S.; Universiti Tun Hussein Onn Malaysia (UTHM) H. Dahlan , H.; Universiti Tun Hussein Onn Malaysia (UTHM) A. Majid , S.; Universiti Tun Hussein Onn Malaysia (UTHM) K. Yee , Gameel; University of Dammam, Dammam 1982 Saleh , Norun; International Islamic University Malaysia (IIUM) Abdul Malek
A robust and low-profile electromagnetic band-gap (EBG) based on flexible wearable antenna covering 2.4 GHz frequency band is presented. The incorporated EBG with antenna reduces the  radiation into the human body around 17 dB and decreases the impacts of frequency detuning. The overall dimension of the antenna integrated with EBG is 56 x 56 x 4 mm3 with relative impedance bandwidth of 8.3% is achieved. The proposed design has improved the gain up to 7 dBi. Specific absorption rate (SAR) assessment is also studied to certify the performance of the antenna when it is located proximity to human tissue. The flexible antenna with aforementioned performances could be chosen as a good candidate for integration into a range of wearable devices for medical application.
Volume: 15
Issue: 3
Page: 1454-1460
Publish at: 2017-09-01

Performance Evaluation of Multicarrier Based Techniques for Single Phase Hybrid Multilevel Inverter using Reduced Switches

10.11591/ijeecs.v7.i3.pp676-686
Nunsavath Susheela , P. Satish Kumar
The multilevel inverters are very popular in high power high voltage applications. However the multilevel inverters has some demerits such as requiring higher number of components, PWM control method is complex and capacitor voltage balancing problem. The hybrid multilevel inverter presented in this paper has superior characteristics over conventional multilevel inverters. The hybrid multilevel inverter employs fewer components and less carrier signals when compared to conventional multilevel inverters. It consists of level generation and polarity generation stages which involves high frequency and low frequency switches. The complexity and overall cost for higher output voltage levels are greatly reduced. Implementation of single phase 7-level, 9-level and 11-level hybrid multilevel inverter has been performed using sinusoidal pulse width modulation (SPWM) strategies i.e., phase disposition (PD), alternate phase opposition disposition (APOD) and carrier overlapping (CO). Also the three techniques are compared in terms of total harmonic distortion (THD) for various modulation indices and observed to be greatly improved when compared to conventional topologies. The performance of single phase eleven level hybrid inverter is analyzed for different loads.  Simulation is performed using MATLAB/ Simulink.
Volume: 7
Issue: 3
Page: 676-686
Publish at: 2017-09-01

Development of Ammonia Gas Leak Detection and Location Method

10.12928/telkomnika.v15i3.5079
Ding; Harbin University of Science and Technology Xibo , Wang; Harbin University of Science and Technology Ru-yue
This paper proposed the gas for industrial ammonia leak diffusion model and the Gauss method of leakage localization. A set of wireless ammonia leak alarm system is composed of sensor node, network coordinator and host used in the industrial field was developed, the purpose is to reduce the loss of property caused by the leakage of ammonia industry. Using the monitoring system to carry out the ammonia leak location simulation measurement experiment, the result shows that the relative positioning error of the monitoring system is about 12%, which meets the needs of industrial production safety monitoring. Using the wireless sensor network to monitor the concentration of ammonia gas and locate the leakage source, it solves the problems of traditional wired alarm system, such as difficult wiring and weak expansibility, which helps to find the leak timely and provides a reference for the emergency rescue work.
Volume: 15
Issue: 3
Page: 1207-1214
Publish at: 2017-09-01

Malicious User Attack in Cognitive Radio Networks

10.12928/telkomnika.v15i3.5794
N.; Jazan Universit Armi , S.; Bahria University Rizvi , W.Z.; Jazan University Khan , H.; Jazan University Zangoti , W.; Jazan University Gharibi , C.; Indonesian Institute of Sciences Wael
Signal detection in cognitive radio network (CRN) is influenced by several factors. One of them is malicious user that emulate primary user (PU) signal. Emulation of PU signal causes detection error. This paper investigates the impact of malicious user attack to PU signal detection. A number of malicious users are randomly deployed around secondary user (SU) at a certain distance. They attempt to attack primary signal detection that is transmitted from 100 km to SU receiver. Then, the received signal power at secondary receiver and the performance of probability of false alarm and probability of miss detection under two hypothesis of Neyman Pearson criterion are studied. The derived results show that a number of malicious users has a significant impact to the performance of received power at SU and detection error rate.
Volume: 15
Issue: 3
Page: 1096-1102
Publish at: 2017-09-01

Enhancing the LVRT Capability and Mitigation of Power Quality Issues Using UPQC of a Grid Connected Wind Conversion System

10.11591/ijeecs.v7.i3.pp643-654
C.S Boopathi , Kuppusamy Selvakumar , Avisek Dutta
In this paper unified power quality conditioner has been used to enhance low voltage ride through capability of grid connected wind conversion system taking Doubly fed induction generator (DFIG). Unified Power quality conditioner (UPQC) device is a combination of series active filter and shunt active filter. This custom power device is mainly used to mitigate power quality issues which is an essential factor today because of wide application of power electronics devices. UPQC is capable to deal with voltage and current imperfection simultaneously. It is installed in the system mainly to improve the power quality i.e. Voltage sag/swell, Harmonics, reactive power compensation etc. at point of common coupling. System is modeled in MATLAB/SIMULINK and results shows utilization of UPQC for the enhancement of LVRT of a DFIG wind system according to Grid code. when fault occurs in the system, it will create voltage dip and series compensator of UPQC injects during this time to prevent disconnection from grid and stay connected to contribute during fault. UPQC is also used for fast restoration of system steady state, power factor improvement, prevent rotor over current.
Volume: 7
Issue: 3
Page: 643-654
Publish at: 2017-09-01

Step-Function Approach for E-Learning Personalization

10.12928/telkomnika.v15i3.4457
Sfenrianto; Binus University Sfenrianto , Zainal; Universitas Indonesia A. Hasibuan
Personalization is an alternative to improve the learning process for an e-Learning environment. It is a useful strategy to adjust the student' needs based on their characteristics to make learning more effectively. In this study, we propose the step-function approach for personalization in e-learning. It provides the students with adopting the knowledge-ability factor (Novice, Average, or Good category) that matches with their learning materials levels (Level1, Level2, or Level3). The approach implemented into an e-learning which called SCELE-PDE and used as the experimental group in two stages with different scenarios. In the first, without a step-function approach, but the SCELE-PDE can identify an initial of student's ability to knowledge category. The second stage has used the approach to providing students with personalization in e-Learning to adapt learning material based on a knowledge category. As a result, the step-function approach has successfully to improve the student performance in the learning process during the course. Thus, the approach has shown an increase in the level of students’ knowledge. So, it can be used as a guide when designing an e-learning personalization for students to enhance learning and achievement.
Volume: 15
Issue: 3
Page: 1362-1367
Publish at: 2017-09-01

Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Parasitic with Air-Gap Microstrip Structure

10.12928/telkomnika.v15i3.6377
Teguh; Department of Electrical Engineering, University of Sultan Ageng Tirtayasa Firmansyah , Herudin; Department of Electrical Engineering, University of Sultan Ageng Tirtayasa Herudin , Suhendar; Department of Electrical Engineering, University of Sultan Ageng Tirtayasa Suhendar , Romi; Department of Electrical Engineering, University of Sultan Ageng Tirtayasa Wiryadinata , M Iman; Department of Electrical Engineering, University of Sultan Ageng Tirtayasa Santoso , Yus Rama; Department of Physics Education, University of Sultan Ageng Tirtayasa. Denny , Toto; Department of Electrical Engineering, Jakarta State Polytechnic Supriyanto
This research was proposed a circular patch MIMO antenna by using a ring and circular parasitic radiator structure. As a novelty, in order to enhance bandwidth and gain of circular patch MIMO antenna, a conventional circular patch MIMO antenna will be added a ring and a circular parasitic. Therefore, this research was investigated a conventional MIMO antenna (C-MA), ring parasitic MIMO antenna (RP-MA), and circular parasitic MIMO antenna (CP-MA) as Model 1, Model 2, and Model 3, respectively. This MIMO antenna was designed on FR4 microstrip substrate with r= 4.4, thickness h=1.6 mm, and tan = 0.0265. This MIMO antenna has center frequency 2.35 GHz which is a frequency band for LTE application in Indonesia. An Advance Design System (ADS) software was used to determine the antenna parameters. The MIMO antenna C-MA / RP-MA/ CP-MA achieves 2.36GHz/ 2.38GHz/ 2.38 GHz, 70 MHz/ 100 MHz/ 120 MHz, 1.625 dBi/ 4.066 dBi/ 4.117 dBi, 6.414 dBi/ 7.26 dBi/ 7.153 dBi, 33.9 %/ 47.8 %/ 49.70 %, -12.35 dB/ -22.21 dB/ -23.66 dB, and -30.924 dB/ -28.46 dB/ -27.59 dB for center frequency, bandwidth, gain, directivity, efficiency, reflection coefficient, and mutual coupling, respectively. Compared to C-MA (Model1) performances, The result showed that proposed antenna has wider-bandwidth/ higher-gain with 42.8%/ 150.2 %, and 71.4%/ 163.3% for RP-MA (Model 2) and CP-MA (Model 3), respectively. The proposed antenna has size of 50 mm x 130 mm x 23.2 mm. Measured results are in a good agreement with the simulated results.
Volume: 15
Issue: 3
Page: 1155-1163
Publish at: 2017-09-01

Feature Extraction of Musical Instrument Tones using FFT and Segment Averaging

10.12928/telkomnika.v15i3.3381
Linggo; Sanata Dharma University Sumarno , I.; Sanata Dharma University Iswanjono
A feature extraction for musical instrument tones that based on a transform domain approach was proposed in this paper. The aim of the proposed feature extraction was to get the lower feature extraction coefficients. In general, the proposed feature extraction was carried out as follow. Firstly, the input signal was transformed using FFT (Fast Fourier Transform). Secondly, the left half of the transformed signal was divided into a number of segments. Finally, the averaging results of that segments, was the feature extraction of the input signal. Based on the test results, the proposed feature extraction was highly efficient for the tones, which have many significant local peaks in the Fourier transform domain, because it only required at least four feature extraction coefficients, in order to represent every tone.
Volume: 15
Issue: 3
Page: 1280-1289
Publish at: 2017-09-01

The Correlation of Statistical Image and Partial Discharge Pulse Count of LDPE-NR Composite

10.12928/telkomnika.v15i3.5149
Aulia; Teknik Elektro, Fakultas Teknik, Universitas Andalas, Padang Aulia , Zulkarnain Abdul; UTM Institute of High Voltage & High Current (IVAT)/UTM Highvoltage Malek , Yanuar Zulardiansyah; UTM Institute of High Voltage & High Current (IVAT)/UTM Highvoltage Arief , Eka Putra; Teknik Elektro, Fakultas Teknik, Universitas Andalas, Padang Waldi
High voltage insulation must be designed in such a way that it is very resistant to ageing including that from partial discharge (PD). Many studies were previously carried out on composites based on low density polyethylene (LDPE). However, the use of natural rubber (NR) and nanosilica (SiO2) in the LDPE-NR based composites is relatively new. Furthermore, the PD resistant performance of the composites is yet to be extensively researched. This work aims to analyze the correlation between PD pulse count and its related image to interpreting the effect of PD signals. The results show there is a strong correlation between PD pulse count and the statistical image. The results indicate that the surface image statistical analysis can be used as a tool to justify the total of the PD pulse count on the surface for different samples of composite.
Volume: 15
Issue: 3
Page: 977-983
Publish at: 2017-09-01

A Mathematical Approach for Hidden Node Problem in Cognitive Radio Networks

10.12928/telkomnika.v15i3.6897
Felix; Universiti Teknologi Malaysia Ahmadu Bello University, Zaria, Nigeria Obite , Kamaludin; Universiti Teknologi Malaysia Mohammad Yusof , Jafri; Universiti Teknologi Malaysia Din
Cognitive radio (CR) technology has emerged as a realistic solution to the spectrum scarcity problem in present day wireless networks. A major challenge in CR radio networks is the hidden node problem, which is the inability of the CR nodes to detect the primary user. This paper proposes energy detector-based distributed sequential cooperative spectrum sensing over Nakagami-m fading, as a tool to solve the hidden node problem. The derivation of energy detection performance over Nakagami-m fading channel is presented. Since the observation represents a random variable, likelihood ratio test (LRT) is known to be optimal in this type of detection problem. The LRT is implemented using the Neyman-Pearson Criterion (maximizing the probability of detection but at a constraint of false alarm probability). The performance of the proposed method has been evaluated both by numerical analysis and simulations. The effect of cooperation among a group of CR nodes and system parameters such as SNR, detection threshold and number of samples per CR nodes is investigated. Results show improved detection performance by implementing the proposed model.
Volume: 15
Issue: 3
Page: 1127-1136
Publish at: 2017-09-01

Histogram Equalization for Improving Quality of Low-resolution Ultrasonography Images

10.12928/telkomnika.v15i3.5537
Retno; Jenderal Soedirman University Supriyanti , Subkhi; Jenderal Soedirman University Adhi Priyono , Eko; Jenderal Soedirman University Murdyantoro , Haris; Jenderal Soedirman University Budi Widodo
The current development of digital image processing techniques have been very rapid. Application of digital image processing both hardware and software are available with a variety of features as a form of superiority. Medical ultrasonography is one of the results of digital image processing technology. It is a kind of diagnostic imaging technique with ultrasonic that is used to produce images of internal organs and muscles, size, structure, and wound pathology, which makes this technique is useful for checking organ. However the images produced by low resolution ultrasonography device is not fully produce clear information. In this research we use histogram equalization to improve image quality. In this paper we emphasize on the comparison of the two methods in the histogram equalization, namely Enhance Contrast Using Histogram Equalization (ECHE) and Contrast-Limited Adaptive Histogram Equalization (CLAHE). The results showed that CLAHE give the best results, with the parameter value Nbins 256 and Distribution Rayleigh with MSE value 9744.80 and PSNR value 8.284150.
Volume: 15
Issue: 3
Page: 1397–1408
Publish at: 2017-09-01
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