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TELKOMNIKA Telecommunication Computing Electronics and Control
Intrusion detection system for imbalance ratio class using weighted XGBoost classifier
The rapid development of the internet of things (IoT) has taken an important
role in daily activities. As it develops, IoT is very vulnerable to attacks and
creates IoT for users. Intrusion detection system (IDS) can work efficiently
and look for…
role in daily activities. As it develops, IoT is very vulnerable to attacks and
creates IoT for users. Intrusion detection system (IDS) can work efficiently
and look for…
TELKOMNIKA Telecommunication Computing Electronics and Control
Reagentless iron detection in water based on unclad fiber optical sensor
A simple and low-cost fiber based optical sensor for iron detection is
demonstrated in this paper. The sensor head consist of an unclad optical
fiber with the unclad length of 1 cm and it has a straight structure. Results
obtained shows a linear…
demonstrated in this paper. The sensor head consist of an unclad optical
fiber with the unclad length of 1 cm and it has a straight structure. Results
obtained shows a linear…
TELKOMNIKA Telecommunication Computing Electronics and Control
Design, simulation, and analysis of microstrip patch antenna for wireless applications operating at 3.6 GHz
In this study, a microstrip patch antenna that works at 3.6 GHz was built and
tested to see how well it works. In this work, Rogers RT/Duroid 5880 has been
used as the substrate material, with a dielectric permittivity of 2.2 and a thickness
of…
tested to see how well it works. In this work, Rogers RT/Duroid 5880 has been
used as the substrate material, with a dielectric permittivity of 2.2 and a thickness
of…
TELKOMNIKA Telecommunication Computing Electronics and Control
A novel compact dual-band bandstop filter with enhanced rejection bands
In this paper, we present the design of a new wide dual-band bandstop filter
(DBBSF) using nonuniform transmission lines. The method used to design
this filter is to replace conventional uniform transmission lines with
nonuniform lines governed by…
(DBBSF) using nonuniform transmission lines. The method used to design
this filter is to replace conventional uniform transmission lines with
nonuniform lines governed by…
TELKOMNIKA Telecommunication Computing Electronics and Control
Electroencephalography-based brain-computer interface using neural networks
This study aimed to develop a brain-computer interface that can control an
electric wheelchair using electroencephalography (EEG) signals. First, we used
the Mind Wave Mobile 2 device to capture raw EEG signals from the surface of
the scalp. The…
electric wheelchair using electroencephalography (EEG) signals. First, we used
the Mind Wave Mobile 2 device to capture raw EEG signals from the surface of
the scalp. The…
TELKOMNIKA Telecommunication Computing Electronics and Control
Deep learning approach to DDoS attack with imbalanced data at the application layer
A distributed denial of service (DDoS) attack is where one or more computers
attack or target a server computer, by flooding internet traffic to the server.
As a result, the server cannot be accessed by legitimate users. A result of this
attack…
attack or target a server computer, by flooding internet traffic to the server.
As a result, the server cannot be accessed by legitimate users. A result of this
attack…
TELKOMNIKA Telecommunication Computing Electronics and Control
Design and simulation an optimal enhanced PI controller for congestion avoidance in TCP/AQM system
In this paper, snake optimization algorithm (SOA) is used to find the optimal
gains of an enhanced controller for controlling congestion problem in
computer networks. M-file and Simulink platform is adopted to evaluate the
response of the active…
gains of an enhanced controller for controlling congestion problem in
computer networks. M-file and Simulink platform is adopted to evaluate the
response of the active…
TELKOMNIKA Telecommunication Computing Electronics and Control
Big data cloud-based recommendation system using NLP techniques with machine and deep learning
Recommendation systems (RS) are crucial for social networking sites.
Without it, finding precise products is harder. However, existing systems
lack adequate efficiency, especially with big data. This paper presents a
prototype cloud-based…
Without it, finding precise products is harder. However, existing systems
lack adequate efficiency, especially with big data. This paper presents a
prototype cloud-based…
TELKOMNIKA Telecommunication Computing Electronics and Control
Reflector antenna design in different frequencies using frequency selective surfaces
In this study, it is aimed to obtain two different asymmetric radiation patterns
obtained from antennas in the shape of the cross-section of a parabolic
reflector (fan blade type antennas) and antennas with cosecant-square…
obtained from antennas in the shape of the cross-section of a parabolic
reflector (fan blade type antennas) and antennas with cosecant-square…
TELKOMNIKA Telecommunication Computing Electronics and Control
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
The flaw in 5G orthogonal frequency division multiplexing (OFDM) becomes
apparent in high-speed situations. Because the doppler effect causes frequency
shifts, the orthogonality of OFDM subcarriers is broken, lowering both their
bit error rate…
apparent in high-speed situations. Because the doppler effect causes frequency
shifts, the orthogonality of OFDM subcarriers is broken, lowering both their
bit error rate…