Akira Hirano

Tokyo Denki University — Japan

Engineering · Physical Sciences

26h-index3.4kcitations225works1.02yr avg
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Research Topics

Optical Network Technologies(152), Advanced Photonic Communication Systems(118), Advanced Optical Network Technologies(86), Photonic and Optical Devices(57), Semiconductor Lasers and Optical Devices(42)

Publications225 total

Joint Sensing of Two Independent Failures in Optical Network Using a Single Variational Auto-Encoder Model
2025
Real-Time Failure Prediction of ROADMs by GAN-Enhanced Machine Learning
Applied Sciences·2025· 2 citedOpen Access
GAN-supported Data Augmentation in Real-time Optical Filter Shift Detection
2024· 1 cited
Usefulness of Saliency Map in Estimating Food Appearance Favorability
Color and Imaging Conference·2023Open Access
Real-Time Detection of Fiber Bending and/or Optical Filter Shift by Machine-Learning of Tapped Raw Digital Coherent Optical Signals
IEICE Transactions on Communications·2023· 2 cited
Demonstration of Autonomous Fault Diagnosis by Real-time Monitoring of Digital Coherent Optical Signals
2023· 3 cited
Real-time Optical Filter Shift Detection without Demodulation Processes with Machine Learning
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)·2022· 4 cited
Enhanced Accuracy in Optical Fiber Bending Detection with Machine Learning against Accumulated ASE Noise
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)·2022· 5 cited
Analysis of School-wide AI Basic Education in the National College of Technology
Journal of JSEE·2021· 1 citedOpen Access
Research and development of high-speed link system -- Transmission system design for 40G link system through global collaboration
IEICE Technical Report; IEICE Tech. Rep.·2020
Demonstration of a Novel Framework for Proactive Maintenance Using Failure Prediction and Bit Lossless Protection With Autonomous Network Diagnosis System
Journal of Lightwave Technology·2020· 19 cited
Demonstration of a Novel Framework for Proactive Maintenance using Failure Prediction and Bit Lossless Protection in Optical Transport Networks
IEICE Technical Report; IEICE Tech. Rep.·2020
Assessment of Optical Node Architectures for Building Next Generation Large Bandwidth Networks
IEICE Transactions on Communications·2019· 12 citedOpen Access
Autonomous network diagnosis from the carrier perspective [Invited]: publisher’s note
Journal of Optical Communications and Networking·2019· 1 cited
Autonomous network diagnosis from the carrier perspective [Invited]
Journal of Optical Communications and Networking·2019· 23 cited
Large Capacity ODU Path Protection without Bit Disruption for Low Latency Core/Metro Network
IEICE Technical Report; IEICE Tech. Rep.·2019
Intelligent Monitoring of Optical Fiber Bend Using Artificial Neural Networks Trained With Constellation Data
IEEE Networking Letters·2019· 20 cited
Optical Path Accommodation Design for SDM-based Optical Network
IEICE Technical Report; IEICE Tech. Rep.·2019
Image Processing and Analysis Methods
American Society for Photogrammetry and Remote Sensing eBooks·2019· 3 citedOpen Access
Demonstration of a novel framework for proactive maintenance using failure prediction and bit lossless protection
2019· 1 cited
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Frequent Co-authors

Y. Miyamoto(17), Masahiko Jinno(13), K. Yonenaga(12), Takafumi Tanaka(9), Shunsuke Kuwahara(8), Koichi Murata(7), K. Hagimoto(7), H. Takara(6), A. Sano(6), H. Toba(6), K. Sato(6), Yoshiaki Sone(5), Ken-ichi Sato(5), M. Yoneyama(5), Akihiro Kadohata(4), Osamu Ishida(4), Hiroyuki Tsuda(4), Masaki Asobe(4), Hiroto Kawakami(4), H. Miyazawa(4)