Article Per Year (5 Year)
p-Index From 2019 - 2024
0.817
P-Index
This Author published in this journals
All Journal Diponegoro Journal of Accounting Perfecting a Video Game with Game Metrics Jurnal EECCIS Dentino: Jurnal Kedokteran Gigi TERANG : Jurnal Pengabdian Pada Masyarakat Menerangi Negeri
Aulia Rahma Annisa
Unknown Affiliation
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Dentistry Economics, Econometrics & Finance Education Engineering Mechanical Engineering

Published : 5 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Perfecting a Video Game with Game Metrics

 1 
Deep Learning for Tuning Optical Beamforming Networks Herminarto Nugroho; Wahyu Kunto Wibowo; Aulia Rahma Annisa; Hanny Megawati Rosalinda
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 16, No 4: August 2018
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v16i4.8176

Abstract

In communication between planes and satellites, Optical Beamforming Networks (OBFNs), which rely on many small and flat Phased Array Antennas (PAAs), need to be tuned in order to receive signals from specific angles. In this paper, we develop a deep neural network representation of tuning OBFNs. The problem of tuning an OBFN is in many aspects similar to training a deep neural network. We present a way to exploit the special structure of OBFNs into deep neural network and an algorithm for tuning OBFNs based on feedback that can be easily measured in real system. Training data, which consists of full signals, can be measured, and therefore is used in this paper. For pilot signals, the desired signal is known explicitly. Given the configuration of OBFNs and all nominal parameters required, it was verified in simulation that the deep neural network can be used to tune large scale OBFNs for any desired delays.
Co-Authors Ade Irawan Ariana Yunita Dewi Puspitasari Erwin Setiawan Hanny Megawati Rosalinda Herminarto Nugroho Imam Ghozali Maharani Laillyza Apriasari Meredita Susanty Muhamad Koyimatu Tasmi Tasmi Teguh Aryo Nugroho Wahyu Kunto Wibowo