| 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 22 (1), 191-205, 2021 | 198 | 2021 |
| 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 | 96 | 2019 |
| 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 | 70 | 2019 |
| 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 | 56 | 2018 |
| 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 | 50 | 2020 |
| 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 | 48 | 2020 |
| 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 | 43 | 2021 |
| 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 | 14 | 2019 |
| 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 | 13 | 2020 |
| 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 | 12 | 2021 |
| 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 | 11 | 2020 |
| 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 | 10 | 2020 |
| 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 | 10 | 2018 |
| 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 | 9 | 2022 |
| 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 | 9 | 2018 |
| 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 | 7 | 2021 |
| 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 | 7 | 2017 |
| Beamforming feedback-based model-driven angle of departure estimation toward legacy support in WiFi sensing: An experimental study S Itahara, S Kondo, K Yamashita, T Nishio, K Yamamoto, Y Koda IEEE Access 10, 59737-59747, 2022 | 6 | 2022 |
| Survey, taxonomy, and unification of standard mmWave channel models for WPAN, WLAN, and cellular systems in 6G Y Koda, R Ouyang, N Ohmi, H Harada Authorea Preprints (Accepted at IEEE Communications Standards Magazine), 2023 | 5* | 2023 |
| Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study S Kondo, S Itahara, K Yamashita, K Yamamoto, Y Koda, T Nishio, A Taya IEEE Access 10, 36924-36934, 2022 | 5 | 2022 |
Takayuki NishioSchool of Engineering, Tokyo TechGeverifieerd e-mailadres voor ict.e.titech.ac.jp
