Highly contributed researchers
Since 2017: Tomoaki Ohtsuki (5)
Fumiyuki Adachi (4) / Koji Yamamoto (4) / Takayuki Nishio (4) / Masahiro Morikura (4)
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Performance Evaluation of Self-Similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach
Authors: Ran Zhang, Ning Liu, Lei Liu, Mianxiong Dong, Kaoru Ota, Zhongmin Yan
Machine Learning-Based Infrastructure Sharing and Shared Operations for Intelligent Reflecting Surface-Aided Communications
Authors: Hiroaki Hashida, Yuichi Kawamoto, Nei Kato
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search
Authors: Xixi Zhang, Xiaofeng Chen, Yu Wang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
Timing Synchronization Based on Supervised Learning of Spectrogram for OFDM Systems
Authors: Shun Kojima, Yuta Goto, Kazuki Maruta, Shinya Sugiura, Chang-Jun Ahn
Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications
Authors: Hugo De Oliveira, Megumi Kaneko, Lila Boukhatem, Ellen Hidemi Fukuda
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering
Authors: Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems
Authors: Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, Fumiyuki Adachi
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems
Authors: Guanghui Fan, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi, Tomoaki Ohtsuki
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems
Authors: Chao Xu, Thien Van Luong, Luping Xiang, Shinya Sugiura, Robert G. Maunder, Lie-Liang Yang, Lajos Hanzo
Lightweight Automatic Modulation Classification Based on Decentralized Learning
Authors: Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning
Authors: Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition
Authors: Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
Authors: Yusuke Koda, Masao Shinzaki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Rate-Adapted Decentralized Learning Over Wireless Networks
Authors: Koya Sato and Daisuke Sugimura
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
Authors: Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari
Dynamic Radio Map Using Statistical Hypothesis Testing
Authors: Keita Katagiri, Koya Sato, Kei Inage, Takeo Fujii
Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular Environment
Authors: Celimuge Wu, Zhi Liu, Fuqiang Liu, Tsutomu Yoshinaga, Yusheng Ji, Jie Li
Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning
Authors: Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Fine-Grained Management in 5G: DQL Based Intelligent Resource Allocation for Network Function Virtualization in C-RAN
Authors: Chaofeng Zhang, Mianxiong Dong, Kaoru Ota
Learning-Based Spatial Reuse for WLANs With Early Identification of Interfering Transmitters
Authors: Bo Yin, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Hirantha Abeysekera
Introduction to the Special Section on Coexisting Radio and Optical Wireless Deployments (CROWD)
Authors: Hany Elgala, Mohamed-Slim Alouini, Harald Haas, Michael B. Rahaim, Hina Tabassum, Takashi Watanabe
A Reliable Channel Estimation Scheme Using Scattered Pilot Pattern for IEEE 802.22-Based Mobile Communication System
Authors: Ruiting Ouyang, Takeshi Matsumura, Keiichi Mizutani, Hiroshi Harada
A Fast Blind Scheme With Full Rendezvous Diversity for Heterogeneous Cognitive Radio Networks
Authors: Aohan Li, Guangjie Han, Tomoaki Ohtsuki
On the Sample Size for the Estimation of Primary Activity Statistics Based on Spectrum Sensing
Authors: Ahmed Al-Tahmeesschi, Miguel Lpez-Bentez, Dhaval K. Patel, Janne Lehtomki, Kenta Umebayashi
Signal Detection Method for Interference From Inverter Microwave Ovens in WLAN Systems
Authors: Kensuke Nakanishi, Hiroki Mori, Takeshi Kumagaya, Tsuguhide Aoki
Prototype of IEEE 802.11af-Based Baseband IC Enabling Compact Device for Wireless Local Area Network Systems in TV White-Spaces
Authors: Takeshi Matsumura, Kazuo Ibuka, Kentaro Ishizu, Homare Murakami, Fumihide Kojima, Hiroshi Harada
Kriging-Based Interference Power Constraint: Integrated Design of the Radio Environment Map and Transmission Power
Authors: Koya Sato and Takeo Fujii