Browse Items (27 total)
- Collection: Vol. 20, No. 6 2022
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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Image based anthracnose and red-rust leaf disease detection using deep learning
Deep residual learning frameworks have achieved great success in image
classification. This article presents the use of transfer learning which is
applied on mango leaf image dataset for its disease’s detection. New
methodology and training have…
classification. This article presents the use of transfer learning which is
applied on mango leaf image dataset for its disease’s detection. New
methodology and training have…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
RoBERTa: language modelling in building Indonesian question-answering systems
This research aimed to evaluate the performance of the A Lite BERT
(ALBERT), efficiently learning an encoder that classifies token
replacements accurately (ELECTRA) and a robust optimized BERT
pretraining approach (RoBERTa) models to support the…
(ALBERT), efficiently learning an encoder that classifies token
replacements accurately (ELECTRA) and a robust optimized BERT
pretraining approach (RoBERTa) models to support the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Weather observation and forecasting using radiosonde
Weather balloons are high-altitude meteorological balloons particularly used for carrying scientific payloads into the upper atmosphere. These data are obtained by using an instrument called as radiosonde which is attached to the helium filled…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Various control methods of permanent magnet synchronous motor drives in electric vehicle: a technical review
Day by day use of internal combustion engines (ICE) compared to electric vehicles (EV) is deteriorating because mainly of pollution and their less fuel availability. In the present scenario, an electric vehicle plays a major role in place of an ICE…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Compressive sensing-based channel estimation for high mobile systems with delay Doppler effects
In this paper, channel overhead is reduced by exploiting channel sparsity for multiple input multiple output-orthogonal frequency division multiplexing (MIMO-OFDM) system. Where, compressive sensing (CS) based dictionary design algorithms has been…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
An intelligent strabismus detection method based on convolution neural network
Strabismus is one of the widespread vision disorders in which the eyes are misaligned and asymmetric. Convolutional neural networks (CNNs) are properly designed for analyzing images and detecting texture patterns. In this paper, we proposed a system…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A blockchain-based Aadhar system: distributed authentication system
An Aadhaar is a unique number issued to every citizen in India. Aadhar’s
current identity authentication relies on the central identities data repository (CDIR) of the unique identification authority of India (UIDAI), which is at risk of a…
current identity authentication relies on the central identities data repository (CDIR) of the unique identification authority of India (UIDAI), which is at risk of a…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Deep residual neural networks for inverse halftoning
This paper presents a simple technique to perform inverse halftoning using the deep learning framework. The proposed method inherits the usability and superiority of deep residual learning to reconstruct the halftone image into the continuous-tone…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Semi-circular compact CPW-fed antenna for ultra-wideband applications
This paper presents a simple structure and small size antenna design with dimensions of 43×47 mm2 to perform an ultra-wideband (UWB) frequency range using a semicircular co-planar waveguide (CPW). This antenna has been designed and simulated by the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Application of dual-layer phosphor geometries for enhancing the optical properties of white-light LEDs
This article compares the lumen output of two packages of two-remote
phosphor (RP). The first package is flat dual-remote phosphor (FDRPS).
The second package is concave dual-remote phosphor (CDRP). The dispersion qualities of the…
phosphor (RP). The first package is flat dual-remote phosphor (FDRPS).
The second package is concave dual-remote phosphor (CDRP). The dispersion qualities of the…