Follow
Yusuke Koda
Yusuke Koda
Graduate School of Informatics, Kyoto University
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Proactive received power prediction using machine learning and depth images for mmWave networks
T Nishio, H Okamoto, K Nakashima, Y Koda, K Yamamoto, M Morikura, ...
IEEE Journal on Selected Areas in Communications 37 (11), 2413-2427, 2019
472019
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
S Itahara, T Nishio, Y Koda, M Morikura, K Yamamoto
IEEE Transactions on Mobile Computing, 2020
452020
Handover Management for mmWave Networks with Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning
Y Koda, K Nakashima, K Yamamoto, T Nishio, M Morikura
IEEE Transactions on Cognitive Communications and Networking 6 (2), 802-816, 2019
302019
Reinforcement learning based predictive handover for pedestrian-aware mmWave networks
Y Koda, K Yamamoto, T Nishio, M Morikura
IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops …, 2018
282018
Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise
Y Koda, K Yamamoto, T Nishio, M Morikura
2020 IEEE Global Communications Conference (GLOBECOM), 1-6, 2020
232020
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction
Y Koda, J Park, M Bennis, K Yamamoto, T Nishio, M Morikura, ...
IEEE Communications Letters 24 (6), 1284-1288, 2020
212020
Measurement Method of Temporal Attenuation by Human Body in Off-the-Shelf 60 GHz WLAN with HMM-Based Transmission State Estimation
Y Koda, K Yamamoto, T Nishio, M Morikura
Wireless Communications and Mobile Computing 2018, 2018
102018
When wireless communications meet computer vision in beyond 5G
T Nishio, Y Koda, J Park, M Bennis, K Doppler
IEEE Communications Standards Magazine 5 (2), 76-83, 2021
92021
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction
Y Koda, J Park, M Bennis, K Yamamoto, T Nishio, M Morikura
Proceedings of the 15th International Conference on emerging Networking …, 2019
82019
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks
Y Koda, K Nakashima, K Yamamoto, T Nishio, M Morikura
2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC …, 2020
62020
Impact of input data size on received power prediction using depth images for mm wave communications
K Nakashima, Y Koda, K Yamamoto, H Okamoto, T Nishio, M Morikura, ...
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-5, 2018
62018
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction
Y Koda, J Park, M Bennis, K Yamamoto, T Nishio, M Morikura
arXiv preprint arXiv:2007.08208, 2020
52020
Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference
Y Kihira, Y Koda, K Yamamoto, T Nishio, M Morikura
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-5, 2020
52020
Time series measurement of IEEE 802.11 ad signal power involving human blockage with HMM-based state estimation
Y Koda, K Yamamoto, T Nishio, M Morikura
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 1-5, 2017
42017
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
Y Koda, M Shinzaki, K Yamamoto, T Nishio, M Morikura, Y Shirato, ...
IEEE Transactions on Cognitive Communications and Networking, 2021
32021
Deep reinforcement learning-based beam tracking from mmwave antennas installed on overhead messenger wires
M Shinzaki, Y Koda, K Yamamoto, T Nishio, M Morikura, C Huang, ...
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-6, 2020
22020
Beamforming feedback-based model-driven angle of departure estimation toward firmware-agnostic WiFi sensing
S Itahara, T Nishio, K Yamamoto
arXiv preprint arXiv:2110.14211, 2021
12021
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning
Y Koda, J Park, M Bennis, P Vepakomma, R Raskar
2021 IEEE Global Communications Conference (GLOBECOM), 2021
12021
Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments
Y FU, K YAMAMOTO, Y KODA, T NISHIO, M MORIKURA, C HUANG, ...
IEICE Transactions on Communications 104 (1), 118-127, 2021
12021
Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks
S Itahara, T Nishio, Y Koda, K Yamamoto
IEEE Access 10, 14969-14979, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–20