@article{CTT100855080, author = {Takayuki Nishio}, title = {Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires through Robust Adversarial Reinforcement Learning}, journal = {IEEE Transactions on Cognitive Communications and Networking,}, year = 2022, } @inproceedings{CTT100917784, author = {Kota Maejima and Takayuki Nishio and Asato Yamazaki and Yuko Hara-Azumi}, title = {Tram-FL: Routing-based Model Training for Decentralized Federated Learning}, booktitle = {}, year = 2024, } @inproceedings{CTT100917779, author = {山﨑朝斗 and 西尾理志 and 原祐子}, title = {不均一なデータ分布下での効果的な非同期型分散学習法}, booktitle = {}, year = 2023, } @inproceedings{CTT100917775, author = {Asato Yamazaki and Takayuki Nishio and Yuko Hara-Azumi}, title = {Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data}, booktitle = {}, year = 2023, } @inproceedings{CTT100895540, author = {前島航太 and 西尾理志 and 山﨑朝斗 and 原祐子}, title = {モデル巡回型学習による分散Federated Learning}, booktitle = {}, year = 2023, } @inproceedings{CTT100895522, author = {Asato Yamazaki and Takayuki Nishio and Yuko Hara-Azumi}, title = {Skip & Swap: Efficient Weight Spreading for Decentralized Machine Learning with Non-IID Data}, booktitle = {}, year = 2022, } @inproceedings{CTT100895515, author = {Ayano Higuchi and Erina Takeshita and Daisuke Hisano and Yoshiaki Inoue and Kazuki Maruta and Takayuki Nishio and Yuko Hara-Azumi and Yu Nakayama}, title = {Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications}, booktitle = {}, year = 2022, } @inproceedings{CTT100855078, author = {Takayuki Nishio}, title = {Throughput Measurement for IEEE 802.11 ad with Various Obstacles and Reflectors by Real Machines}, booktitle = {Proceedings of IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)}, year = 2021, } @inproceedings{CTT100840244, author = {Yu Nakayama and Yuko Hara-Azumi and Anh Hoang Ngoc Nguyen and Daisuke Hisano and Yoshiaki Inoue and Takayuki Nishio and Kazuki Maruta}, title = {Real-Time Routing for Wireless Relay Fronthaul with Vehicle-Mounted Radio Units}, booktitle = {}, year = 2020, } @inproceedings{CTT100855424, author = {Takayuki Nishio}, title = {TXOP exchange: A cooperation mechanism for wireless access networks}, booktitle = {Proceedings of IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)}, year = 2011, } @misc{CTT100855127, author = {Takayuki Nishio}, title = {Distributed heteromodal split learning for vision aided mmWave received power prediction}, year = 2020, } @misc{CTT100906902, author = {西尾理志 and 太田翔己 and 工藤 理一  and 高橋 馨子  and 岩渕 匡史  and 村上 友規  and 小川 智明}, title = {通信品質予測モデル更新装置、通信品質予測モデル更新方法、および、通信品質予測モデル更新プログラム}, howpublished = {公開特許}, year = 2023, month = {}, note = {特願2022-021268(2022/02/15), 特開2023-118355(2023/08/25)} } @misc{CTT100894469, author = {西尾理志 and 太田翔己 and 工藤 理一  and 高橋 馨子  and 岩渕 匡史  and 村上 友規  and 小川 智明}, title = {通信品質予測装置、通信品質予測方法、及び、通信品質予測プログラム}, howpublished = {公開特許}, year = 2023, month = {}, note = {特願2021-132145(2021/08/16), 特開2023-026789(2023/03/01)} }