Publications

This list is updated almost every month, but Google scholar one is the latest perhaps. here (Google Schoral).
国内研究会はこちらから検索ください（信学会研究会ページ）

Journals

2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011

  1. S. Ohta, T. Nishio, R. Kudo, K. Takahashi and H. Nagata, "Point Cloud-Based Proactive Link Quality Prediction for Millimeter-Wave Communications," IEEE Transactions on Machine Learning in Communications and Networking, vol. 1, pp. 258-276, Sept. 2023.
  2. Yoshida, N., Nishio, T., Yamamoto, K., Morikura, M., "Federated Learning with Client Selection in Resource-Uncertain Wireless Networks: Simulation and Proof of Concept Experiments," Advances in Engineering and Information Science Toward Smart City and Beyond. Engineering Cyber-Physical Systems and Critical Infrastructures, vol 5. Springer, Cham, May 2023.
  3. Y. Kihira, Y. Koda, K. Yamamoto, and T. Nishio, "Adversarial reinforcement learning-based coordinated robust spatial reuse in broadcast-overlaid WLANs," IEICE Trans. Commun., vol.E106-B, no.2, pp.203-212, Feb. 2023.
  4. A. Taya, T. Nishio, M. Morikura, and K. Yamamoto, "Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space," IEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 799-814, Feb. 2023.
  5. Chen Cheng, Takayuki Nishio, Mehdi Bennis, and Jihong Park, "RF-Inpainter: Multimodal Image Inpainting with Vision and Radio Signals," IEEE Access, pp. 110689-110700, Oct. 2022.
  6. K. Yamashita, S. Kamiya, K. Yamamoto, Y. Koda, T. Nishio, and M. Morikura, "Penalized and Decentralized Contextual Bandit Learning for WLAN Channel Allocation with Contention-Driven Feature Extraction," IEICE Transactions on Communications, Vol.E105-B, No.10, pp.1268-1279, Oct. 2022.
  7. M. Nakahara, M. Nishimura, Y. Ushiku, T. Nishio, K. Maruta, Y. Nakayama, D. Hisano, "Edge Computing-assisted DNN Image Recognition System with Progressive Image Retransmissio," IEEE Access, pp. 91253-91262, Aug. 2022.
  8. S. Itahara, S. Kondo, K. Yamashita, T. Nishio, K. Yamamoto and Y. Koda, "Beamforming Feedback-Based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study," IEEE Access, vol. 10, pp. 59737-59747, June 2022.
  9. T. Kanda, Y. Koda, Y. Kihira, K. Yamamoto and T. Nishio, "ACK-Less Rate Adaptation Using Distributional Reinforcement Learning for Reliable IEEE 802.11bc Broadcast WLANs," IEEE Access, vol. 10, pp. 58858-58868, June 2022.
  10. S. Kondo, S. Itahara, K. Yamashita, K. Yamamoto, Y. Koda, T. Nishio, and A. Taya, "Bi-directional Beamforming Feedback-based Firmware-agnostic WiFi Sensing: An Empirical Study," IEEE Access, vol. 10, pp. 36924-36934, Apr. 2022.
  11. J. Park, S. Samarakoon, H. Shiri, M. K. Abdel-Aziz, T. Nishio, A. Elgabli, and M. Bennis, "Extreme ultra-reliable and low-latency communication," Nature Electronics, Mar. 2022.
  12. S. Itahara, T. Nishio, Y. Koda, and K. Yamamoto, "Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks," IEEE Access, Feb. 2022.
  13. S. Kotera, B. Yin, K. Yamamoto, and T. Nishio, "Lyapunov Optimization-Based Latency-Bounded Allocation Using Deep Deterministic Policy Gradient for 11ax Spatial Reuse," IEEE Access, Vol. 9, pp. 162337-162347, Dec. 2021.
  14. M. Shinzaki, Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, Y. Shirato, and D. Uchida, "Zero-shot adaptation for mmWave beam-tracking on overhead messenger wires through robust adversarial reinforcement learning," IEEE Transactions on Cognitive Communications and Networking, Dec. 2021.
  15. K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Stochastic geometry analysis of inversely proportional carrier sense threshold and transmission power for WLAN spatial reuse," IEICE Trans. Commun., vol.E104-B, no.10, pp., Oct. 2021.
  16. T. Nishio, Y. Koda, J. Park, M. Bennis, K. Doppler, "When Wireless Communications Meet Computer Vision in Beyond 5G," IEEE Communications Standard Magazine, vol. 5, no. 2, pp. 76-83, June 2021.
  17. Y. Koda, M. Shinzaki, K. Yamamoto, T. Nishio, M. Morikura, Y. Shirato, D. Uchida, and N. Kita, "Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking," IEEE Transactions on Cognitive Communications and Networking, vol., no., pp.-, Apr. 2021.
  18. S. Itahara, T. Nishio, Y. Koda, M. Morikura, and K. Yamamoto, "Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data," IEEE Transactions on Mobile Computing, vol. 22, no. 1, pp. 191-205, Jan. 2023.
  19. Y. Fu, K. Yamamoto, Y. Koda, T. Nishio, M. Morikura, C. Huang, Y. Shirato, and N. Kita, "Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments," IEICE Trans. Commun., vol.E104B, no.1, pp.-, Jan. 2021.
  20. R. Shinkuma, T. Nishio, Y. Inagaki, and E. Oki, "Data assessment and prioritization in mobile networks for real-time prediction of spatial information using machine learning," EURASIP J Wireless Com Network 2020, 92, May 2020.
  21. K. Nakashima, S. Kamiya, K. Ohtsu, K. Yamamoto, T. Nishio, and M. Morikura, "Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks," IEEE Access, vol.8 , pp. 31823-31834, Feb. 2020.
  22. W. Deng, S. Kamiya, K. Yamamoto, T. Nishio, and M. Morikura, "Thompson Sampling-Based Channel Selection through Density Estimation Aided by Stochastic Geometry," IEEE Access, vol. 8, pp. 14841-14850, Feb. 2020.
  23. Y. Nakayama, T. Nishio, D. Hisano and K. Maruta, "Small Cells Enabled by Crowdsourced Radio Units Mounted on Parked Vehicles for Smart City," IEEE Access, vol. 8, pp. 17986-17998, Feb. 2020.
  24. Shotaro Kamiya, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio, and Masahiro Morikura, "SINR Distribution and Scheduling Gain Analysis of Uplink Channel-Adaptive Scheduling," IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2321-2335, April 2020.
  25. Y. Koda, K. Nakashima, K. Yamamoto, T. Nishio and M. Morikura, "Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning," IEEETransactions on Cognitive Communications and Networking, vol. 6, no. 2, pp. 802-816, June 2020.
  26. B. Yin, K. Yamamoto, T. Nishio, M. Morikura and H. Abeysekera, "Learning-based Spatial Reuse for WLANs with Early Identification of Interfering Transmitters," IEEE Transactions on Cognitive Communications and Networking, Dec. 2019.
  27. M. Iwata, K. Yamamoto, B. Yin, T. Nishio, M. Morikura, and H. Abeysekera, "Stochastic geometry analysis of individual carrier sense threshold adaptation in IEEE 802.11ax WLANs," IEEE Access, vol. 7, pp. 161916-161927, Nov. 2019.
  28. T. Nishio, H. Okamoto, K. Nakashima, Y. Koda, K. Yamamoto, M. Morikura, Y. Asai, and R. Miyatake, "Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks," IEEE Journal on Selected Areas in Communications, vol. 37, no. 11, pp. 2413-2427, Nov. 2019. (preprint is available from arXiv:1803.09698)
  29. A. Taya, T. Nishio, M. Morikura, K. Yamamoto, "Deep-Reinforcement-Learning-Based Distributed Vehicle Position Controls for Coverage Expansion in mmWave V2X," IEICE Trans. Commun., Vol.E102-B,No.10,pp.2054-2065, Oct. 2019.
  30. K. Yoshikawa K. Yamamoto, T. Nishio, and M. Morikura, "Grid-based exclusive region design for 3D UAV networks: A stochastic geometry approach," IEEE Access, vol.7, pp.103806-103814, July 2019. https://ieeexplore.ieee.org/document/8777137/
  31. A. Taya, T. Nishio, M. Morikura, K. Yamamoto, "Concurrent Transmission Scheduling for Perceptual Data Sharing in mmWaveVehicular Networks," IEICE Trans. Inf. & Syst., Vol.E102-D, No.5, pp.952-962, May 2019.
  32. S. Yamashita, K. Yamamoto, T. Nishio and M. Morikura, "Exclusive Region Design for Spatial Grid-Based Spectrum Database: A Stochastic Geometry Approach," IEEEAccess, vol. 6, pp. 24443-24451, May 2018. doi: 10.1109/ACCESS.2018.2832627
  33. 山田仰， 西尾理志， 守倉正博, 山本高至, "周波数共用に向けた教師あり学習による一次利用者排他領域更新方式," 電子情報通信学会論文誌B, Vol.J101-B, No.5, pp.372-382, May. 2018.
  34. 江上晃弘, 西尾理志, 守倉正博, 山本高至, "劣モジュラ最適化を用いたミリ波無線LAN基地局のスリープ制御," 電子情報通信学会論文誌B, Vol.J101-B, No.5, pp.383-395, May. 2018.
  35. Yusuke Koda, Koji Yamamoto, Takayuki Nishio, and Masahiro Morikura, "Measurement Method of Temporal Attenuation by Human Body in Off-the-Shelf 60 GHz WLAN with HMM-Based Transmission State Estimation," Wireless Communications and Mobile Computing, vol. 2018, Article ID 7846936, 9 pages, Apr. 2018. doi:10.1155/2018/7846936.
  36. Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Joint Deployment of RGB-D Cameras and Base Stations for Camera-assisted mmWave Communication System," IEICETrans. Fundamentals, Vol.E100-A, No.11, pp.-, Nov. 2017.
  37. B. Yin, K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Mitigating Throughput Starvation in Dense WLANs through Potential Game-Based Channel Selection," IEICE Trans. Fundamentals, Vol.E100-A, No.11, pp.-, Nov. 2017.
  38. K. Funabiki, T. Nishio, M. Morikura, K. Yamamoto, D. Murayama, and K. Nakahira, "ATRAS: Adaptive MAC Protocol for Efficient and Fair Coexistence between Radio over Fiber-based and CSMA/CA-based WLANs," EURASIP Journal on Wireless Communications and Networking, Vol.2017, No.1, p. 129, Dec. 2017.
  39. S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, T. Sugihara, "Spatial co-channel overlap mitigation through channel assignment in dense WLAN: Potential game approach," IEICE Trans. Commun., vol. E100-B, no. 7, pp. 1094-1104, July 2017. DOI: 10.1587/transcom.2016SCP0013.
  40. T. Nishio, K. Funabiki, M. Morikura, K. Yamamoto, D. Murayama, and T. Sugiyama, "MAC protocol for improving throughput and balancing uplink/downlink throughput for wireless local area networks with long propagation delays," IEICETrans. Commun., vol.E100-B, no.5, pp.874-883, May 2017. paper
  41. 大戸琢也, 山本高至, 羽田勝之, 西尾理志, 守倉正博, "セルラネットワークにおける双方向全二重とユーザ多重全二重の適応的スケジューリング," 映情学誌, vol.71, no.2, pp.J61-J67, Feb. 2017.
  42. S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Knowledge-based reestablishment of primary exclusive region in database-driven spectrum sharing," IEICETrans. Commun., vol.E99-B, no.9, pp.2019-2027, Sept. 2016.
  43. S. Kamiya, K. Nagashima, K. Yamamoto, T. Nishio, M. Morikura, and T. Sugihara, "Self-organization of coverage of densely deployed WLANs considering outermost APs without generating coverage holes," IEICETrans. Commun., vol.E99-B, no.9, pp.1980-1988, Sept. 2016.
  44. Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Proactive handover based on human blockage prediction using RGB-D cameras for mmWave communications," IEICETrans. Commun., vol.E99-B, no.8, pp.1734-1744, Aug. 2016.
  45. S. Yamashita, K. Sakaguchi, Y. Huang, K. Yamamoto, T. Nishio, M. Morikura, and N. Shinohara, "Rate Adaptation Based on Exposure Assessment using Rectenna Output for WLAN Station Powered with Microwave Power Transmission," IEICE Trans. Commun., vol. E98-B, no. 9, pp. 1785-1794, Sept. 2015.
  46. R. Nishioka, T. Nishio, M. Morikura, and K. Yamamoto, "A Camera and LED-based Medium Access Control scheme for Wireless LANs," IEICE Trans. Commun., vol.E98-B, no.5, pp.917-926, May. 2015.
  47. F. Inoue, T. Nishio, M. Morikura, K. Yamamoto, F. Nuno, and T. Sugiyama, "Hybrid Station Aided Coexistence Scheme between Wireless PANs and Wireless LAN," IEICE Trans. Fundamentals, vol.E98-A, no.2, pp.578-588, Feb. 2015.
  48. N. Imoto, S. Yamashita, T. Ichihara, K. Yamamoto, T. Nishio, M. Morikura, and N. Shinohara, "Experimental Investigation of Co-channel and Adjacent Channel Operations of Microwave Power and IEEE 802.11g Data Transmissions," IEICE Trans. Commun., vol. E97-B, no. 9, pp. 1835-1842, Sep. 2014.
  49. R. Arai, K. Yamamoto, T. Nishio, and M. Morikura, "Differential Game-Theoretic Analysis on Information Availability in Decentralized Demand-Side Energy Management Systems," IEICE Trans. Commun., vol. E97-B, no. 9, pp. 1817-1825, Sep. 2014.
  50. S. Yamashita, N. Imoto, T. Ichihara, K. Yamamoto, T. Nishio, M. Morikura, and N. Shinohara, "Implementation and Feasibility Study of Co-channel Operation System of Microwave Power Transmissions to IEEE 802.11-based Battery-less Sensors," IEICE Trans. Commun., vol. E97-B, no. 9, pp. 1843-1852, Sep. 2014.
  51. W. Liu, T. Nishio, R. Shinkuma, and T. Takahashi, "Adaptive resource discovery in mobile cloud computing," Computer Communications, vol. 50, no. 0, pp. 119 – 129, Mar. 2014.
  52. N. Maki, T. Nishio, R. Shinkuma, T. Mori, N. Kamiyama, R. Kawahara and T. Takahashi, "Traffic Engineering of Peer-assisted Content Delivery Network with Content-oriented Incentive Mechanism," IEICE Trans. Inf.& Syst., vol.E95-D, no.12, pp.2860-2869, Dec.2012.
  53. T. Nishio, R. Shinkuma, F.D. Pellegrini, H. Kasai, K. Yamaguchi, and T. Takahashi, "Trigger detection using geographical relation graph for social context awareness," Mobile Networks and Applications, vol. 17, no. 6, pp. 831-840, Dec. 2012.
  54. T. Nishio, R. Shinkuma, T. Takahashi, and N. Mandayam, "TXOP Exchange: A Mechanism for Cooperation in CSMA Networks," IEICE Trans. Commun., vol.E95-B, no.6, pp.1944-1952, June 2012.
  55. T. Nishio, R. Shinkuma, T. Takahashi, and G. Hasegawa, "TCP-based Window-size Delegation Method for TXOP Exchange in Wireless Local Area Networks," EURASIP Journal on Wireless Communications and Networking, vol. 2011:58, pp.1-12, Aug. 2011.

Letters

2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011

  1. H. Shimomura, S. Kondo, K. Yamamoto, T. Nishio, A. Taya, "Sensing SNR-based Feature Selection of Beamforming Feedback Toward Firmware-Agnostic WiFi Sensing," IEEE Wireless Communications Letters, Mar. 2024.
  2. Y. Kihira, K. Yamamoto, A. Taya, T. Nishio, Y. Koda, and K. Yano, "Interference-free AP identification and shared information reduction for tabular Q-learning-based WLAN coordinated spatial reuse," IEICE ComEX, Apr. 2022.
  3. Y. Koda, J. Park, M. Bennis, K. Yamamoto, T. Nishio, M. Morikura, and K. Nakashima, "Communication-efficient multimodal split learning for mmWave received power prediction," IEEE Communications Letters, Early Access is available which is published on Mar. 2020.
  4. Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, "Performance analysis of secondary networks with multiple primary users for spectrum database system," IEICE Communications Express, vol.6, no.5, pp.225-230, May 2017.
  5. T. Ohto, K. Yamamoto, S.-L. Kim, T. Nishio, and M. Morikura, "Stochastic geometry analysis of normalized SNR-based scheduling in downlink cellular networks," to be published at IEEE Wireless Commun. Lett., 2017.

International Conferences (refereed)

2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011

  1. S. Ohta, C. Chen, and T. Nishio, "Proactive Millimeter-wave Link Quality Prediction Utilizing Out-of-Band CSI Fingerprinting and Supervised Learning: An Experimental Study," Proc. IEEE CCNC, Jan. 2024.
  2. K. Maejima, T. Nishio, A. Yamzaki, and Y. Hara, "Tram-FL: Routing-based Model Training for Decentralized Federated Learning," Proc. IEEE CCNC, Jan. 2024.
  3. S. Ohta, T. Nishio, R. Kudo, K. Takahashi and H. Nagata, "Spatial Frequency-based Feature Extraction for Point Cloud-based Proactive mmWave Link Quality Prediction," Proc. IEEE Globecom, Dec. 2023.
  4. Asato Yamazaki, Takayuki Nishio, and Yuko Hara-Azumi, "Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data," Proc. Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA), Sept. 2023.
  5. H. Shimomura, Y. Koda, T. Kanda, K. Yamamoto, T. Nishio, and A. Taya, "Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach," Proc. IEEE CCNC, Jan. 2023.
  6. R. Sugano, R. Shinkuma, T. Nishio, and N.B. Mandayam, "Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance," Proc. IEEE CCNC, Jan. 2023.
  7. S. Shimizu, T. Nishio, S. Saito, Y. Hirose, C.Y. Hsiu, and S. Shirakawa, "Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing," Proc. IEEE Globecom Workshop on Edge Learning over 5G Mobile Networks and Beyond, Dec. 2022.
  8. T. Nishio, M. Nakahara, N. Okui, A. Kubota, Y. Kobayashi, K. Sugiyama, and R. Shinkuma, "Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT," Proc. IEEE Globecom, Dec. 2022.
  9. A. Higuchi, E. Takeshita, D. Hisano, Y. Inoue, K. Maruta, T. Nishio, Y. Hara, and Y. Nakayama, "Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications," Proc. IEEE VTC-Spring Workshop on TPoC6G, Jun. 2022.
  10. S. Ohta, T. Nishio, R. Kudo, K. Takahashi, "Millimeter-wave Received Power Prediction Using Point Cloud Data and Supervised Learning," Proc. IEEE VTC-Spring, Jun. 2022.
  11. K. Yorita, S. Itahara, T. Nishio, D. Yoda, T. Nabetani, "MAB-based Joint Optimization of Wireless LAN and Machine Learning for Communication-efficient Distributed Inference in Lossy Networks," Proc. IEEE VTC-Spring, Jun. 2022.
  12. T. Kanda, Y. Koda, K. Yamamoto, T. Nishio, "ACK-less rate adaptation for IEEE 802.11bc enhanced broadcast services using sim-to-real deep reinforcement learning," Proc. IEEE CCNC, Jan. 2022.
  13. R. Hanahara, S. Itahara, K. Yamashita, Y. Koda, A. Taya, T. Nishio, K. Yamamoto, "Frame-capture-based CSI recomposition pertaining to firmware-agnostic WiFi sensing," Proc. IEEE CCNC, Jan. 2022.
  14. S. Itahara, T. Nishio, K. Yamamoto, "Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks," Proc. IEEE Globecom, Dec. 2021.
  15. T. Shiohara, T. Nishio, T. Murase, "Evaluating effect of interference on MAC delay in densely deployed IEEE 802.11ad based In-vehicle communications," Proc. IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), June 2021.
  16. R. Nino, T. Nishio, T. Murase, "Throughput Measurement for IEEE 802.11ad with Various Obstacles and Reflectors by Real Machines," Proc. IEEE Global Conference on Life Sciences and Technologies (LifeTech), Mar. 2021.
  17. T. Nishio, Y. Inoue, Y. Nakayama, and M. Katsurai, "Joint Computation Offloading and Sampling Interval Optimization for Accuracy-Guaranteed Surveillance," Proc. IEEE CCNC, pp.1-6, Jan. 2021.
  18. S. Kotera, B. Yin, K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Latency-Aware Fair Scheduling for Spatial Reuse in WLANs: A Lyapunov Optimization Approach," Proc. IEEE CCNC, pp.1-6, Jan. 2021.
  19. T. Nishio, R. Shinkuma, and N.B. Mandayam, "Estimation of Individual Device Contributions for Incentivizing Federated Learning," Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020.
  20. N. Yoshida, T. Nishio, M. Morikura, and K. Yamamoto, "MAB-based Client Selection for Federated Learning with Uncertain Resources in Mobile Networks," Proc. IEEE Globecom 2020 Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020.
  21. S. Itahara, T. Nishio, M. Morikura, and K. Yamamoto, "Online Trainable Wireless Link Quality Prediction System using Camera Imagery," Proc. IEEE Globecom Open Workshop on Machine Learning in Communications, pp.1-6, Taipei, Taiwan, Dec. 2020
  22. Y. Koda, K. Yamamoto, T. Nishio, and M. Morikura, "Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise," Proc. IEEE Global Communications Conference (Globecom), pp.1-6, Taipei, Taiwan, Dec. 2020.
  23. T. Sunami, T. Nishio, M. Morikura, and K. Yamamoto, "Training data generation for RSSI-based localization with camera object detection," Proc. the 2020 International Conference on Emerging Technologies for Communications (ICETC), pp., Online, Dec. 2020. (Student paper award)
  24. M. Iwasaki, T. Nishio, M. Morikura, K. Yamamoto, R. Kudo, K. Takahashi, and T. Ogawa, "Indoor experiments on transfer learning-based received power prediction," Proc. the 2020 International Conference on Emerging Technologies for Communications (ICETC), pp., Online, Dec. 2020.
  25. R. Nino, T. Nishio, T. Murase, "IEEE 802.11ad Communication Quality Measurement in In-Vehicle Wireless Communication with Real Machines," Proc. IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), pp. 1-8, Oct. 2020.
  26. M. Shinzaki, Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, C.-H. Huang, Y. Shirato, and N. Kita, "Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires," Proc. IEEE Vehicular Technology Conference (VTC-Fall), Victria, B.C., Canada, Oct. 2020.
  27. S. Itahara, T. Nishio, M. Morikura, and K. Yamamoto, "Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning," Proc. IEEE VTC2020-Fall, Oct. 2020.
  28. M. Iwasaki, T. Nishio, M. Morikura, and K. Yamamoto, "Transfer Learning-Based Received Power Prediction with Ray-tracing Simulation and Small Amount of Measurement Data," Proc. IEEE VTC2020-Fall, Oct. 2020.
  29. Y. Kihira, Y. Koda, K. Yamamoto, T. Nishio, and M. Morikura, "Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference," Proc. IEEE VTC2020-Fall, Oct. 2020.
  30. N. Yoshida, T. Nishio, M. Morikura, K. Yamamoto, R. Yonetani, "Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data," Prof.IEEE ICC 2020, Online, June 2020.
  31. Y. Nakayama, Y. Hara-Azumi, A.H.N. Nguyen, D. Hisano, T. Nishio, and K. Maruta, "Real-Time Routing for Wireless Relay Fronthaul with Vehicle-Mounted Radio Units," Proc. IEEE VTC2020-Spring, Online, May 2020.
  32. T. Sakakibara, T. Nishio, A. Taya, M. Morikura, K. Yamamoto, and T. Nabetani, "Communication-Efficient Cooperative Contextual Bandit and Its Application to Wi-Fi BSS Selection," Proc. IEEE CCNC, Jan. 2020.
  33. Y. Koda, K. Nakashima, K. Yamamoto, T. Nishio, and M. Morikura, "Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks," Proc. IEEE CCNC, Jan. 2020.
  34. W. Deng, S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, "Thompson Sampling-Based Heterogeneous Network Selection Considering Stochastic Geometry Analysis," Proc. IEEE CCNC, Jan. 2020.
  35. K. Ohtsu, S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, and N. Kato, "A Sequential WLAN Channel Selection Adaptive to Factors Outside the System," Proc. IEEE CCNC, Jan. 2020.
  36. M. Shinzaki, Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, "Reducing Transmission Delay in EDCA Using Policy Gradient Reinforcement Learning," Proc. IEEE CCNC, Jan. 2020.
  37. Y. Koda, J. Park, M.. Bennis, K. Yamamoto, T. Nishio, and M. Morikura, "One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction," Proc. ACM CoNEXT Poster, Orland, Florida, Dec. 2019.
  38. Y. Nakayama, D. Hisano, T. Nishio, and K. Maruta, "Experimental Results on Crowdsourced Radio Units Mounted on Parked Vehicles," Proc. IEEE VTC2018-Fall, Sept. 2019.
  39. H. Shimizu, B. Yin, K. Yamamoto, M. Iwata, M. Morikura, T. Nishio, and H. Abeysekera, "Joint Channel Selection and Spatial Reuse for Starvation Mitigation in IEEE 802.11ax WLANs," Proc. IEEE VTC2018-Fall, Sept. 2019.
  40. K. Nakashima, S. Kamiya, K. Ohtsu, K. Yamamoto, T. Nishio, and M. Morikura, "Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks," Proc. IEEE VTC2018-Fall, Sept. 2019.
  41. R. Shikuma, T. Nishio, "Data Assessment and Prioritization in Mobile Networks for Real-time Prediction of Spatial Information with Machine Learning," Proc. IEEE ICDCS Workshops on NMIC, July 2019.
  42. T. Nishio, R. Yonetani, "Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge," Proc. IEEE ICC 2019, May 2019. (preprint is available from arXiv:1804.08333.)
  43. T. Mikuma, T. Nishio, M. Morikura, K. Yamamoto, Y. Asai, and R. Miyatake, "Transfer Learning-Based Received Power Prediction Using RGB-D camera in mmWave Networks," Proc. IEEE VTC Spring, May 2019.
  44. W. Deng, S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, "Replica Exchange Spatial Adaptive Play for Channel Allocation in Cognitive Radio Networks," Proc. IEEE VTC Spring, May 2019.
  45. M. Iwata, K. Yamamoto, B. Yin, T. Nishio, M. Morikura, and H. Abeysekera, "Analysis of inversely proportional carrier sense threshold and transmission power setting based on received power for IEEE 802.11ax," Proc.the 16th IEEE Annual Consumer Communications & Networking Conference (CCNC 2019), pp., , Jan. 2019.
  46. G. Yamanaka, T. Nishio, M. Morikura, K. Yamamoto, Y. Maki, S. Eitoku, and T. Indo, "Geo-fencing in wireless LANs with camera for location-based access control," Proc.the 16th IEEE Annual Consumer Communications & Networking Conference (CCNC 2019), pp., , Jan. 2019.
  47. K. Yoshikawa, K. Yamamoto, T. Nishio, and M. Morikura, "Grid-based design for the 3D primary exclusive region in UAV networks," Proc.the 16th IEEE Annual Consumer Communications & Networking Conference (CCNC 2019) Workshops, pp., , Jan. 2019.
  48. R. Kosono, T. Nishio, M. Morikura, K. Yamamoto, Y. Maki, T. Goda, H. Matsukawa, and T. Indo, "Mobile User Identification by Camera-Based Motion Capture and Mobile Device Acceleration Sensors," Proc. ACM Mobicom WS on CHANTS, New Dehli, India, pp. 1–6, Oct. 29, 2018.
  49. A. Taya, T. Nishio, M. Morikura, K. Yamamoto, "Concurrent Data Dissemination at Intersections in mmWave for Cooperative Perceptions," Proc. IEEE Connected and Automated Vehicles Symposium (IEEE CAVS 2018), pp.1-6, Chicago, USA, Aug. 27, 2018.
  50. Y. Fu, K. Yoshikawa, S. Yamashita, K. Yamamoto, T. Nishio, M. Morikura, "Optimal Primary Exclusive Region Design for Cognitive Radio VANETs on Multiple Roads," Proc. IEEE 88th Vehicular Technology Conference (VTC2018-Fall), pp.1-6, Chicago, USA, Aug. 27-30, 2018.
  51. K. Nakashima, Y. Koda, K. Yamamoto, H. Okamoto, T. Nishio, M. Morikura, Y. Asai, R. Miyatake, "Impact of Input Data Size on Received Power Prediction Using Depth Images for mmWave Communications," Proc. IEEE 88th Vehicular Technology Conference (VTC2018-Fall), pp.1-6, Chicago, USA, Aug. 27-30, 2018.
  52. A. Taya, T. Nishio, M. Morikura, K. Yamamoto, "Coverage Expansion through Dynamic Relay Vehicle Deployment in MmWave V2I Communications," Proc. IEEE 87th Vehicular Technology Conference (VTC2018-Spring), pp.1-6, Porto, Portugal, June 3-6, 2018.
  53. S. Kamiya, K. Yamamoto, Seong-Lyun Kim, T. Nishio, and M. Morikura, "Asymptotic Analysis of Normalized SNR-Based Scheduling in Uplink Cellular Networks with Truncated Channel Inversion Power Control," Proceedings of the 2018 IEEE International Conference on Communications (ICC2018),pp.1-6, Kansas City, MO, USA, May 20-24, 2018.
  54. Bo Yin, K. Yamamoto, Seong-Lyun Kim, T. Nishio, and M. Morikura, "Millimeter-Wave Radio Access Network Sharing: A Market-Based Cooperative Bargaining Perspective," Proceedings of the 2018 IEEE International Conference on Communications (ICC2018),pp.1-6, Kansas City, MO, USA, May 20-24, 2018.
  55. Y. Koda, K. Yamamoto, T. Nishio, M. Morikura, "Reinforcement Learning Based Predictive Handover for Pedestrian-Aware mmWave Networks," Proceedings of the 2018 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp.1-6, Honolulu, HI, USA, April 16-19, 2018.
  56. H. Okamoto, T. Nishio, M. Morikura, and K. Yamamoto, "Recurrent neural network-based received signal strength estimation using depth images for mmWave communications," IEEECCNC 2018, Jan. 2018.
  57. M. Iwata, K. Yamamoto, T. Nishio, and M. Morikura, "Dependent interferer arrangement for physical layer security: Secrecy outage probability in clustered wireless networks," Proc.the 28th IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2017), pp., Montreal, Canada, Oct. 2017.
  58. B. Yin, K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Inversely Proportional Transmission Power and Carrier Sense Threshold Setting for WLANs: Experimental Evaluation of Partial Settings," Proc. IEEE Vehicular Technology Conference Fall, Toronto, Canada, Sep. 24-27, 2017.
  59. Y. Koda, K. Yamamoto, T. Nishio, and M. Morikura, "Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-based State Estimation," Proc. IEEE Vehicular Technology Conference Fall, Toronto, Canada, Sep. 24-27, 2017.
  60. K. Yoshikawa, S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Resource Allocation for 3D Drone Networks Sharing Spectrum Bands," Proc. IEEE Vehicular Technology Conference Fall, Toronto, Canada, Sep. 24-27, 2017.
  61. A. Egami, T. Nishio, M. Morikura, and K. Yamamoto, "Dynamic Base Station Sleep Control via Submodular Optimization for Green mmWave Networks," in Proc. CROWNCOM, LISBON, Portugal, Sept. 20, 2017, pp. 1-6.
  62. S. Kamiya, K. Yamamoto, T. Nishio, and M. Morikura, "Reassociation Method based on Top Trading Cycles for WLANs: Mechanism Design Approach," Proc. IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp.1-5, Hokkaido, Japan, July 3-6, 2017.
  63. A. Yamada, T. Nishio, M. Morikura, K. Yamamoto, "Machine Learning-based Primary Exclusive Region Update for Database-driven Spectrum Sharing," Proc. IEEE VTC Spring International Workshop on Connecting All Things for Enabling Smart Cities (CONTEST), Sydney, Australia, June 2017.
  64. H. Okamoto, T. Nishio, M. Morikura, K. Yamamoto, D. Murayama, and K. Nakahira, "Machine-Learning-Based Throughput Estimation Using Images for mmWave Communications," Proc. IEEE VTC Spring, Sydney, Australia, June 2017.
  65. S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Stochastic Geometry Analysis of Spatial Grid-based Spectrum Database," Proc. IEEE VTC Spring, Sydney, Australia, June 2017.
  66. S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Optimization of Primary Exclusion Region in Spatial Grid-Based Spectrum Database Using Stochastic Geometry," Proc. IEEE ICC, Paris, France, May 2017.
  67. B. Yin, S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, and H. Abeysekera, "Starvation mitigation for dense WLANs through distributed channel selection: Potential game approach," Proc.the 2017 IEEE 14th Consumer Communications and Networking Conference (CCNC), pp.548-553, Las Vegas, NV, USA, Jan. 2017.
  68. K. Yamamoto, X. Yang, T. Nishio, M. Morikura, and H. Abeysekera, "Analysis of inversely proportional carrier sense threshold and transmission power setting," Proc.the 2017 IEEE 14th Consumer Communications and Networking Conference (CCNC), pp.13-18, Las Vegas, NV, USA, Jan. 2017.
  69. Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Green Deployment of Camera-assisted mmWave Networks via Submodular Optimization," Proc.the GLOBECOM 2016 Workshop on Mobile Communications in Higher Frequency Bands, pp., Washington, D.C., USA, Dec. 2016.
  70. T. Nishio, A. Ashok, "High-Speed Mobile Networking Through Hybrid mmWave-Camera Communications," Proc. ACM Mobicom Workshops VLCS 2016, Oct. 3, 2016.
  71. D. Okuhara, K. Yamamoto, T. Nishio, M. Morikura, and B. A. Hirantha Sithira Abeysekera, "Inversely Proportional Transmission Power and Carrier Sense Threshold Setting for WLANs: Experimental Evaluation of Partial Settings," Proceedings of the 2016 Fall IEEE 84th Vehicular Technology Conference, pp.1-5, Montreal, Canada, Sep. 18-21, 2016.
  72. S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Performance analysis in secondary networks with multiple primary users for database-driven spectrum sharing," Proc. the 13th IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS 2016), Aug. 2016.
  73. Y. Koda, Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Statistical prediction of human blockage for camera-assisted mmWave communications," Proc. the 13th IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS 2016), Aug. 2016.
  74. T. Ohto, K. Yamamoto, K. Haneda, T. Nishio, and M. Morikura, "Capacity and fairness analysis of user scheduling in full-duplex cellular networks," Proc. the 13th IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS 2016), Aug. 2016.
  75. Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Performance modeling of camera-assisted proactive base station selection for human blockage problem in mmWave communications," Proc. IEEE Wireless Communications and Networking Conference (WCNC), pp. 307-313, Doha, Qatar, April 2016.
  76. S. Yamashita, K. Yamamoto, T. Nishio, and M. Morikura, "Knowledge-based Update of Primary Exclusive Region for Database-driven Spectrum Sharing Towards 5G," Proc. IEEE Wireless Communications and Networking Conference (WCNC) 2016 International Workshop on Smart Spectrum (IWSS), pp. 473-476, Doha, Qatar, April 2016.
  77. Y. Oguma, R. Arai, T. Nishio, K. Yamamoto, and M. Morikura, "Proactive Base Station Selection Based on Human Blockage Prediction Using RGB-D Cameras for mmWave Communications," Proc. IEEE Globecom 2015, pp. 1-6, San Diego, CA, USA, Dec. 2015.
  78. K. Funabiki, T. Nishio, M. Morikura, K. Yamamoto, D. Murayama, T. Yamada, and K. Nakahira, "Throughput and Fairness Improvement for WLANs with Long Propagation Delay Coexisting with Conventional WLANs," Proc. IEEE Globecom Workshop ETFWLAN 2015, San Diego, CA, USA, Dec. 2015.
  79. T. Yamada, T. Nishio, M. Morikura, and K. Yamamoto, "Experimental evaluation of IEEE 802.11ad millimeter-wave WLAN devices," Proc. the 21st Asia-Pacific Conference on Communications (APCC 2015), pp.278-282, Kyoto, Japan, Oct. 2015.
  80. S. Kamiya, K. Nagashima, K. Yamamoto, T. Nishio, M. Morikura, and T. Sugihara, "Performance evaluation of overlap mitigation through spatial adaptive play for dense WLANs," Proc. the 21st Asia-Pacific Conference on Communications (APCC 2015), pp.386-390, Kyoto, Japan, Oct. 2015.
  81. Y. Oguma, T. Nishio, K. Yamamoto, and M. Morikura, "Implementation and evaluation of reactive base station selection for human blockage in mmWave communications," Proc. the 21st Asia-Pacific Conference on Communications (APCC 2015), pp.199-203, Kyoto, Japan, Oct. 2015.
  82. T. Ohto, K. Yamamoto, K. Haneda, T. Nishio, and M. Morikura, "Generalized PF scheduling for bidirectional and user-multiplexing unidirectional full-duplex links," Proc. the 21st Asia-Pacific Conference on Communications (APCC 2015), pp.359-363, Kyoto, Japan, Oct. 2015.
  83. N. Iida, T. Nishio, M. Morikura, K. Yamamoto, T. Nabetani, and T. Aoki, "Frame length optimization for in-band full-duplex wireless LANs," Proc. the 21st Asia-Pacific Conference on Communications (APCC 2015), pp.354-358, Kyoto, Japan, Oct. 2015
  84. K. Nagashima, S. Kamiya, K. Yamamoto, T. Nishio, M. Morikura, and T. Sugihara, "Coverage adaptation focusing on coverage boundary in densely deployed WLANs: Potential game approach," Proc. the 26th IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2015), pp.2158-2163, Hong Kong, Sept. 2015.
  85. S. Kamiya, K. Nagashima, K. Yamamoto, T. Nishio, M. Morikura, and T. Sugihara, "Joint range adjustment and channel assignment for overlap mitigation in dense WLANs," Proc. the 26th IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2015), pp.2164-2169, Hong Kong, Sept. 2015.
  86. K. Sakaguchi, K. Yamamoto, T. Nishio, and M. Morikura, "Symmetric interaction in channel allocation for bi-directional in-band full-duplex network," Proc. the 26th IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2015), pp.1924-1929, Hong Kong, Sept. 2015.
  87. T. Nishio, R. Arai, K. Yamamoto, and M. Morikura, "Proactive Traffic Control Based on Human Blockage Prediction Using RGBD Cameras for Millimeter-wave Communications," Proc. IEEE Consumer Communications and Networking Conference (CCNC), pp. 152-153, Las Vegas, Nevada, USA, Jan. 9-12, 2015.
  88. T. Nishio, M. Morikura, and K. Yamamoto, "Heterogeneous Media Communications for Future Wireless Local Area Networks," Proc. IEEE ICCE 2015, Las Vegas, Nevada, USA, Jan. 9-12, 2015.
  89. T. Nishio, R. Nishioka, M. Morikura, and K. Yamamoto, "Traffic Separation Using Dual Wi-Fi Interface to Enhance WLAN System Throughput," Proc. IEEE ICSPCS ’2014, Gold Coast, Australia, Dec. 15-17, 2014.
  90. R. Hirata, T. Nishio, M. Morikura, K. Yamamoto, and T. Sugihara, "Cross-Layer Performance Evaluation of Random AIFSN Scheme in Densely Deployed WLANs," Proc. IEEE ICSPCS ’ 2014, Gold Coast, Australia, Dec. 15-17, 2014.
  91. D. Okuhara, F. Shiotani, K. Yamamoto, T. Nishio, M. Morikura, R. Kudo, and K. Ishihara, "Attenuators Enable Inversely Proportional Transmission Power and Carrier Sense Threshold Setting in WLANs," Proc. PIMRC 2014, pp. 986-990, Washington, DC, USA, Sep. 2-5, 2014.
  92. Y. Okamoto, M. Morikura, T. Nishio, K. Yamamoto, F. Nuno, and T. Sugiyama, "Throughput and QoS Improvement of Wireless LAN System Employing Radio over Fiber," Proc. 31st URSI GASS, Beijing, China, Aug. 16-23, 2014.
  93. T. Nishio, R. Nishioka, M. Morikura, and K. Yamamoto, "VRMAC: A Novel WLAN Medium Access Control Mechanism Using LEDs and a Camera," Proc. Globecom 2013 Workshop on Optical Wireless Communication, Atlanta, GA, USA, Dec. 9-13, 2013.
  94. R. Arai, K. Yamamoto, T. Nishio, and M. Morikura, "Impact of Communication Availability in a Demand-Side Energy Management System: Differential Game-Theoretic Approach," Proc. Globecom 2013 Workshop on Management of Emerging Networks and Services, Atlanta, GA, USA, Dec. 9-13, 2013.
  95. F. Inoue, M. Morikura, T. Nishio, K. Yamamoto, F. Nuno, and T. Sugiyama, "Novel Coexistence Scheme between Wireless Sensor Network and Wireless LAN for HEMS," Proc. IEEE SmartGridComm, Vancouver, Canada, Oct. 21-24, 2013.
  96. R. Nishioka, K. Ogawa, T. Nishio, M. Morikura, and K. Yamamoto, "Grouping-Based Reliable Multicast Protocol for Large-Scale WLANs," Proc. of APWCS, Aug. 2013.
  97. T. Nishio, R. Shinkuma, T. Takahashi, and N. B. Mandayam, "Service-Oriented Heterogeneous Resource Sharing for Optimizing Service Latency in Mobile Cloud," Proc. ACM Mobile Cloud'13 in Conjunction with MobiHoc 2013, India, July 2013.
  98. W. Liu, T. Nishio, R. Shinkuma, and T. Takahashi, "System design and numerical analysis of adaptive resource discovery in wireless application networks," Proc. ITU Kaleidoscope conference 2013, Kyoto, Japan, 22-24 April 2013.
  99. N. Maki, T. Nishio, R. Shinkuma, T. Mori, N. Kamiyama, R. Kawahara and T. Takahashi, "Expected Traffic Reduction by Content-oriented Incentive in Peer-assisted Content Delivery Networks," Proc. IEEE ICOIN 2013, Thailand, Jan. 2013.
  100. T. Nishio, R. Shinkuma, T. Takahashi, and N. Mandayam, "A Heuristic Solution for N-node Bandwidth Barter Mechanism," Proc. IEEE CCNC 2012, Las Vegas, NNevada, USA, Jan. 2012.
  101. T. Nishio, R. Shinkuma, T. Takahashi, and G. Hasegawa, "TCP Window-size Delegation for TXOP Exchange in Wireless Access Networks," Proc. IEEE ICC 2011, Kyoto, Japan, June 2011.
  102. T. Nishio, R. Shinkuma, T. Takahashi, and N. Mandayam, "TXOP Exchange: A Cooperation Mechanism for Wireless Access Networks," Proc. IEEE CQR 2011, Naples, Fl., USA, May 2011.

Invited and tutorial talks

  1. 西尾理志, "［招待講演］Model-Free Federated Learningに向けた知識蒸留の応用," 信学技報, vol. 123, no. 19, SR2023-21, pp. 92-92, May 2023.
  2. 西尾理志, "［依頼講演］連合機械学習による非集中型機械学習," 信学総合大会, IN研企画セッション, Mar. 2023.
  3. 西尾理志, "［依頼講演］Split Computing: 通信を介した分散ニューラルネットワーク推論," 信学総合大会, RCS研企画セッション, Mar. 2023.
  4. 西尾理志, "［依頼講演］Federated Learningの基礎とさらなる分散化に向けた研究動向," 信学総合大会, SIP研企画セッション, Mar. 2023.
  5. 西尾理志, "［Tutorial］連合機械学習（Federated Learning）入門," IEICE Webinarテクノロジートレンドシリーズ, Sept. 2022.
  6. 西尾理志, "［依頼講演］無線ネットワークでの連合機械学習に向けて," IEICE RCS研究会, July. 2022.
  7. 西尾理志, "[Tutorial] Federated Learningの基礎と応用," SSII, June. 2022.
  8. Takayuki Nishio and Akihiro Taya, "[Tutorial] Distributed Machine Learning over Networks: Basics, Applications, and Beyond of Federated Learning," APSIPA, Dec. 2021.
  9. 西尾理志, "分散協調機械学習 (Federated Learning) チュートリアル," 信学ソサイエティ大会, Sep. 2021.
  10. 西尾理志, "[特別招待講演] 通信効率の良いFederated Learningに向けて," 信学技報, vol. 121, no. 173, CQ2021-56, pp. 94-96, Sep. 2021.
  11. Takayuki Nishio, "[Invited Tutorial] Deep Learning for/in Wireless Networks: Fundamentals and Applications," IEEE ICAIIC, April 2021.
  12. K. Yamamoto and T. Nishio, "[Invited Tutorial] Machine Learning for/in Wireless Networks," ITU32, Sept. 2020.
  13. 西尾理志, "[依頼チュートリアル] Sim-to-Real in Wireless: 電波伝搬シミュレータを用いた少数データからの受信電力予測モデルの学習," 信学ソ大, Sept. 2020.
  14. 西尾理志, "[依頼チュートリアル] 無線通信分野への応用に向けた機械学習の基礎," 信学総大, Mar. 2020.
  15. 西尾理志, "[招待講演] 無線通信制御への応用に向けた深層学習の基礎と実践," IEEEAP-S Kansai Joint Chapter Tutorial, Sep. 2019.
  16. Koji Yamamoto and Takayuki Nishio, "[Tutorial] Machine Learning and Stochastic Geometry: Statistical Frameworks Against Uncertainty in Wireless LANs," IEEE ICC tutorials, May 2019.
  17. 西尾理志　他, "[パネル] 2030年代に目指すべき社会を実現するための次世代ワイヤレスシステム," 近畿総合通信局電波利用促進セミナー, March 2019.
  18. 西尾理志, "[チュートリアル講演] 無線ネットワークでの機械学習," 電子情報通信学会通信方式研究会, April 2019.
  19. 西尾理志, "[招待講演] 深層学習による画像系列からのミリ波受信電力予測," 電気関係学会関西連合大会, Dec. 2018.
  20. 西尾理志, "[招待講演] 無線通信制御への応用に向けた機械学習の基礎と実践," IEEEAP-S Kansai Joint Chapter Tutorial, Sept. 2018.
  21. 西尾理志, "[チュートリアル講演] 深層学習応用チュートリアル," 電子情報通信学会モバイルネットワークとアプリケーション研究会, Aug. 2018.
  22. 西尾理志, "[招待講演] 機械学習による無線通信品質予測と通信制御," 電子情報通信学会スマート無線研究会, May 2018.
  23. 西尾理志, "[招待講演] 無線通信制御への機械学習応用," 電子情報通信学会高信頼制御通信研究会, Jan. 2018.
  24. 西尾理志, "[招待講演] 機械学習の基礎と無線通信制御への応用," IEEEAP-S Kansai Joint Chapter Tutorial, Sept. 2017.
  25. 西尾理志, "[特別講演] 機械学習の無線通信制御への応用," 電子情報通信学会コミュニケーションクオリティ(CQ)研究会学生ワークショップ, Aug. 2017.

Awards obtained by students in our team (including Morikura Lab.)

  1. 第39回電気通信普及財団テレコムシステム技術学生賞, 太田翔己 2023年
  2. 情報通信系優秀学生賞, 太田翔己 2024年
  3. 優秀構想発表賞, 小寺奏怜 2023年
  4. 学生交流会 最優秀発表賞（セッション4）, 太田翔己 2023年
  5. 2022年度 電気情報通信学会 センサネットワークとモバイルインテリジェンス研究会 優秀発表賞, 依田光仁 2023年
  6. 情報通信系優秀学生賞, 陳誠 2023年
  7. 情報通信系優秀学生賞, 堀川裕太郎 2023年
  8. 優秀構想発表賞, 太田翔己 2022年
  9. 優秀構想発表賞, 依田光仁 2022年
  10. 情報通信系優秀学生賞, 太田翔己 2023年
  11. 優秀構想発表賞, 陳誠 2022年
  12. IEEE VTS Japan 2022 Young Researcher’s Encouragement Award，太田翔己，2022年6月20日
  13. IEEE VTS Japan 2022 Young Researcher’s Encouragement Award，依田光仁，2022年6月20日
  14. 2021年度 電気情報通信学会 センサネットワークとモバイルインテリジェンス研究会 優秀発表賞, 若手研究奨励賞, 板原壮平 2022年
  15. 電気通信普及財団テレコムシステム技術学生賞, 板原壮平 2022年
  16. IEEE関西支部学生研究奨励賞, 板原壮平 2022年
  17. 公益財団法人NEC C&C財団　2021年度Ｃ＆Ｃ若手優秀論文賞, 香田優介 2021年
  18. IEEE LifeTech 2021 Outstanding Student Paper Awards for Oral Presentation, 仁野諒子, 2021年
  19. 電気通信普及財団テレコムシステム技術学生賞, 香田優介 2021年
  20. IEEE関西支部学生研究奨励賞, 香田優介 2021年
  21. ICETC 2020 Best Short Paper Award，角南智也，2020年
  22. IEEE VTS Japan 2020 Young Researcher’s Encouragement Award，新﨑聖峰，2020年11月18日
  23. IEEE VTS Japan 2020 Young Researcher’s Encouragement Award，岩崎正寛，2020年11月18日
  24. IEEE VTS Japan 2020 Young Researcher’s Encouragement Award，板原壮平，2020年11月18日
  25. IEEE VTS Japan 2020 Young Researcher’s Encouragement Award，紀平悠人，2020年11月18日
  26. 優秀ポスター発表賞，香田優介，IEICE RISING 2019, 2019年11月27日.
  27. IEEE VTS Japan 2019 Young Researcher’s Encouragement Award，清水鴻育，2019年9月23日
  28. IEEE VTS Japan 2019 Young Researcher’s Encouragement Award，鄧汪東，2019年4月29日
  29. IEEE VTS Japan 2019 Young Researcher’s Encouragement Award，三熊智哉，2019年4月29日
  30. 電子情報通信学会 学術奨励賞奨励賞, 田谷 昭仁, 2019年
  31. 電気通信普及財団テレコムシステム技術学生賞, 尹 博, 2019年
  32. IEEE関西支部学生研究奨励賞 尹 博, 2019年
  33. IEEE関西支部学生研究奨励賞 神矢翔太郎, 2019年
  34. 2018年度C&C若手優秀論文賞受賞, 神矢翔太郎, 2019年
  35. IEEE VTS Japan 2018 Young Researcher’s Encouragement Award，中島功太，2018年8月
  36. IEEE VTS Japan 2017 Young Researcher’s Encouragement Award，吉川慧司，2017年9月25日
  37. IEEE VTS Japan 2017 Young Researcher’s Encouragement Award，山下翔大，2017年6月5日
  38. IEEE VTS Japan 2017 Young Researcher’s Encouragement Award，岡本浩尚，2017年6月5日
  39. 京都大学教育研究振興財団 国際研究集会発表助成，山田仰，2017年
  40. C&C 振興財団国際会議論文発表者助成，岡本浩尚，2017年度前期
  41. 電気通信普及財団テレコムシステム技術学生賞受賞, 神矢翔太郎, “Self-Organization of Coverage of Densely Deployed WLANs Considering Outermost APs without Generating Coverage Holes”
  42. IEEE関西支部学生研究奨励賞, 小熊優太, “Proactive Base Station Selection Based on Human Blockage Prediction Using RGB-D Cameras for mmWave Communications” (presented in Globecom 2015)
  43. C&C 振興財団国際会議論文発表者助成，小熊優太，2015 年度後期
  44. 第8回ICTイノベーション優秀研究賞, 西岡良，”広域無線LANに向けた同報通信技術” 2015年

Books and Lecture notes

  1. 西尾理志, ``無線ネットワークにおける連合機械学習,” 電子情報通信学会誌,　Vol.105, No.1, pp. 16-21, Jan. 2022.
  2. 西尾理志, ``RGB-Dカメラと機械学習で無線通信品質を見る," 電子情報通信学会誌,　Vol.102, No.4, pp. 346-352, Apr. 2019.

Workshops and Conferences (no review)

There are many papers. Please See 京都大学 教育研究活動データベース or 信学会研究会データベース

Patent

登録特許
  1. 特許7350265「位置推定装置、コンピュータに実行させるためのプログラムおよびプログラムを記録したコンピュータ読み取り可能な記録媒体」出願日：2021年3月25日
  2. 西尾 理志、守倉 正博、宮武 遼、淺井 裕介、 特許第7369402号「学習方法、学習装置及びプログラム」2020年7月15日出願、2023年10月18日登録ｓ
  3. 西尾 理志、角南 智也、板原 壮平、矢野 一人、特許第7243993号「位置推定装置、コンピュータに実行させるためのプログラムおよびプログラムを記録したコンピュータ読み取り可能な記録媒体」2021年3月25日出願、2023年3月13日登録
  4. 特許7369402「学習方法、学習装置及びプログラム」2020年7月15日出願
  5. 宮武 遼、淺井 裕介、西尾 理志、三熊 智哉、守倉 正博、特許第7185878号「通信制御システム、事前学習補助装置、通信制御方法及びプログラム」2019年7月30日出願、2022年11月30日登録
  6. 西尾 理志、鈴木 信雄、特許7272578「管理装置、コンピュータに実行させるためのプログラムおよびそのプログラムを記録したコンピュータ読み取り可能な記録媒体」2019年1月15日出願
  7. 槙　優一、合田　卓矢、松川　尚司、犬童　拓也、西尾　理志、特許第7018630号「ユーザと端末との対応付け方法および対応付けシステム、および、端末の接続状態の管理方法および管理システム」2018年4月16日出願、2022年2月3日登録
  8. 宮武 遼、淺井 裕介、西尾 理志、特許第7007669号「通信システム、トラヒック制御装置及びトラヒック制御方法」2018年5月30日出願、2022年1月12日登録
  9. 西尾　理志、鈴木　信雄、特許第6999134号「管理装置、コンピュータに実行させるためのプログラムおよびそのプログラムを記録したコンピュータ読み取り可能な記録媒体 」2018年2月14日出願、2021年12月24日登録
  10. 槙　優一、合田　卓矢、松川　尚司、犬童　拓也、西尾　理志、山中　豪、守倉　正博、特許第6915787号「通信制御装置、通信システム、通信方法、およびプログラム」平成30年9月26日出願、令和3年7月19日登録
  11. 槙　優一、合田　卓矢、松川　尚司、犬童　拓也、西尾　理志、特許第6786041号「移動通信システム、制御装置、方法およびプログラム」2018年1月10日出願、令和2年10月30日登録
  12. 宮武 遼、 淺井 裕介、 中平　勝也、守倉　正博、西尾　理志、江上　晃弘、特許第6792267号「無線基地局制御方法および無線基地局制御装置」2017年4月4日出願、平成30年11月15日公開、令和2年11月10日登録
  13. 宮武 遼、 淺井 裕介、 中平　勝也、守倉　正博、西尾　理志、岡本　浩尚、特許第6714279号 “通信制御方法、通信システム及び事前学習補助装置” 2017年3月2日出願、平成30年9月20日公開、令和2年6月9日登録
  14. 西尾　理志、新保　宏之、特許第6627496号「管理装置、コンピュータに実行させるためのプログラムおよびそのプログラムを記録したコンピュータ読み取り可能な記録媒体 」2015年12月25日出願、2019年12月13日登録
  15. 鍋谷　寿久、青木　亜秀、西尾理志、守倉正博、山本高至、特許第6628997号「無線通信装置および無線通信方法 」2015年7月23日出願、2019年12月13日登録
  16. Toshihisa Nabetani, Tsuguhide Aoki, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto「Wireless communication device」Patent No.: US10439788B2, Date of Patent: Oct. 8, 2019.
  17. 村山大輔、中平勝也、守倉正博、西尾理志、 特許第6474136号「通信装置及び無線通信方法」2016年2月23日出願、2019年2月8日登録
  18. Masahiro Morikura, Koji Yamamoto, Takayuki Nishio, Tomoyuki Sugihara, 「Communication control method and communication device for enabling power saving」Patent No.: US 9942844B2, Date of Patent: April 10, 2018
  19. 山本高至、西尾理志、守倉正博、杉原智行、 特許第6081539号「通信装置及び無線通信方法」2015年8月12日出願、2017年1月27日登録
出願特許
    <<<<<<< HEAD
  1. 特願2024-038068「通信品質予測装置、通信品質予測方法、及びプログラム」出願日：2024/03/12
  2. 特開2023-118355「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」出願日：2022/02/15
  3. 特開2023-026789「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」出願日：2021年8月16日
    4. =======
  4. 特開2022-150061「位置推定装置、コンピュータに実行させるためのプログラムおよびプログラムを記録したコンピュータ読み取り可能な記録媒体」2021年3月25日出願
  5. 西尾 理志、鈴木 信雄、特開2020-113914「管理装置、コンピュータに実行させるためのプログラムおよびそのプログラムを記録したコンピュータ読み取り可能な記録媒体」2019年1月15日出願
    6. >>>>>>> 3c334b6fccdb17701a9c091ec171b6997d86ca6d
  6. 守倉　正博、山本　高至、西尾　理志、杉原　智行、特開2016-131312「通信制御方法、及び、通信装置」2015年1月14日出願
  7. 他、出願中特許 3件