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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Uric acid detection in visible spectrum
The measurement of uric acid based on the optical absorption at visible light spectrum is investigated and tested. Sensing in the visible region was conducted for determination of suitable wavelength that produces high sensitivity and accuracy…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
UNet-VGG16 with transfer learning for MRI-based brain tumor segmentation
A brain tumor is one of a deadly disease that needs high accuracy in its
medical surgery. Brain tumor detection can be done through magnetic
resonance imaging (MRI). Image segmentation for the MRI brain tumor aims to separate the tumor area (as the…
medical surgery. Brain tumor detection can be done through magnetic
resonance imaging (MRI). Image segmentation for the MRI brain tumor aims to separate the tumor area (as the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
UFMC system performance improvement using RS codes for 5G communication system
Fifth generation (5G) mobile communication is expected to be deployed in several countries by 2020. Where, the data consumptions are expected to be increased to 30% thus, it cannot be supported by the present technologies 3G and 4G. In contrast,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Type-1 and type-2 fuzzy logic-based space vector modulation for two-level inverter fed induction motor
Two-level inverter control with type-1 and type-2 fuzzy logic-based space vector pulse-width modulation (PWM) method for induction motor drive (IMD) is presented in this paper. A new sampling time independent strategy with type-1 and type-2 fuzzy…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Transmission spectra of single ring coupled-waveguide resonator configuration by finite difference time domain method
Development of optical waveguide resonators have greatly expanded
and continues to grow since they have kinds potential applications such
as wavelength filtering, switching, coupling and multiplexing. One of
resonators, coupled waveguides, ring…
and continues to grow since they have kinds potential applications such
as wavelength filtering, switching, coupling and multiplexing. One of
resonators, coupled waveguides, ring…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Transfer learning with multiple pre-trained network for fundus classification
Transfer learning (TL) is a technique of reuse and modify a pre-trained network. It reuses feature extraction layer at a pre-trained network. A target domain in TL obtains the features knowledge from the source domain. TL modified classification…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Training feedforward neural network using genetic algorithm to diagnose left ventricular hypertrophy
In this research work, a new technique was proposed for the diagnosis of left ventricular hypertrophy (LVH) from the ECG signal. The advanced imaging techniques can be used to diagnose left ventricular hypertrophy, but it leads to time-consuming and…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Tractable computation in outage performance analysis of relay selection NOMA
In recent years, using full-duplex (FD) transmission model provides
enhanced bandwidth efficiency and improved performance for non-orthogonal multiple access (NOMA) system. However, lack of papers
have investigated FD relay together with relay…
enhanced bandwidth efficiency and improved performance for non-orthogonal multiple access (NOMA) system. However, lack of papers
have investigated FD relay together with relay…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Towards more accurate and efficient human iris recognition model using deep learning technology
In this study, an end-to-end human iris recognition system is presented to automatically identify individuals for high level of security purposes.
The deep learning technology based new 2D convolutional neural network (CNN) model is introduced for…
The deep learning technology based new 2D convolutional neural network (CNN) model is introduced for…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Towards cognitive artificial intelligence device: an intelligent processor based on human thinking emulation
The intervention of computer technology began the era of a more intelligent and independent instrumentation system based on intelligent methods such as artificial neural networks, fuzzy logic, and genetic algorithm. On the other hand, processor with…