Yusuke Koda

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 49

Top Topics

Signal Strength

Reinforcement Learning

Top Venues

Publications

Hiroshi Harada, Shota Mori, Norichika Ohmi, Yusuke Koda, Keiichi Mizutani
Design of 3GPP-based Millimeter-Wave Band Wireless Virtual Community Network. VTC2023-Spring (2023)
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Masahiro Morikura, Koji Yamamoto
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data. IEEE Trans. Mob. Comput. 22 (1) (2023)
Hiroki Shimomura, Yusuke Koda, Takamochi Kanda, Koji Yamamoto, Takayuki Nishio, Akihito Taya
Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach. CCNC (2023)
Yusuke Koda, Norichika Ohmi, Hiroaki Endo, Hiroshi Harada
105 GHz Multipath Propagation Measurements and Path Loss Model for Sub-THz Indoor Short-Range Communications. VTC Fall (2023)
Yuto Kihira, Yusuke Koda, Koji Yamamoto, Takayuki Nishio
Adversarial Reinforcement Learning-Based Coordinated Robust Spatial Reuse in Broadcast-Overlaid WLANs. IEICE Trans. Commun. 106 (2) (2023)
Hiroaki Endo, Yusuke Koda, Hiroshi Harada
A Time-alignment Algorithm of Multiple Power Delay Profiles Measured by Antenna Rotations Towards Flexible mmWave Channel Measurements. VTC2023-Spring (2023)
Ryosuke Hanahara, Sohei Itahara, Kota Yamashita, Yusuke Koda, Akihito Taya, Takayuki Nishio, Koji Yamamoto
Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing. CCNC (2022)
Sohei Itahara, Sota Kondo, Kota Yamashita, Takayuki Nishio, Koji Yamamoto, Yusuke Koda
Beamforming Feedback-Based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study. IEEE Access 10 (2022)
Sota Kondo, Sohei Itahara, Kota Yamashita, Koji Yamamoto, Yusuke Koda, Takayuki Nishio, Akihito Taya
Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study. IEEE Access 10 (2022)
Takamochi Kanda, Yusuke Koda, Yuto Kihira, Koji Yamamoto, Takayuki Nishio
ACK-Less Rate Adaptation Using Distributional Reinforcement Learning for Reliable IEEE 802.11bc Broadcast WLANs. IEEE Access 10 (2022)
Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Kota Yamashita, Shotaro Kamiya, Koji Yamamoto, Yusuke Koda, Takayuki Nishio, Masahiro Morikura
Penalized and Decentralized Contextual Bandit Learning for WLAN Channel Allocation with Contention-Driven Feature Extraction. IEICE Trans. Commun. (10) (2022)
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Koji Yamamoto
Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks. IEEE Access 10 (2022)
Takamochi Kanda, Yusuke Koda, Koji Yamamoto, Takayuki Nishio
ACK-Less Rate Adaptation for IEEE 802.11bc Enhanced Broadcast Services Using Sim-to-Real Deep Reinforcement Learning. CCNC (2022)
Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires through Robust Adversarial Reinforcement Learning. CoRR (2021)
Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning. GLOBECOM (2021)
Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning. CoRR (2021)
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Koji Yamamoto
Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks. CoRR (2021)
Yuxiang Fu, Koji Yamamoto, Yusuke Koda, Takayuki Nishio, Masahiro Morikura, Chun-Hsiang Huang, Yushi Shirato, Naoki Kita
Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments. IEICE Trans. Commun. (1) (2021)
Sota Kondo, Sohei Itahara, Kota Yamashita, Koji Yamamoto, Yusuke Koda, Takayuki Nishio, Akihito Taya
Bi-directional Beamforming Feedback-based Firmware-agnostic WiFi Sensing. CoRR (2021)
Takamochi Kanda, Yusuke Koda, Koji Yamamoto, Takayuki Nishio
ACK-Less Rate Adaptation for IEEE 802.11bc Enhanced Broadcast Services Using Sim-to-Real Deep Reinforcement Learning. CoRR (2021)
Tomoya Sunami, Sohei Itahara, Yusuke Koda, Takayuki Nishio, Koji Yamamoto
Computer Vision-assisted Decimeter-level Single-antenna RSSI Localization Harnessing Dynamic Blockage Events. CoRR (2021)
Ryosuke Hanahara, Sohei Itahara, Kota Yamashita, Yusuke Koda, Akihito Taya, Takayuki Nishio, Koji Yamamoto
Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing. CoRR (2021)
Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler
When Wireless Communications Meet Computer Vision in Beyond 5G. IEEE Commun. Stand. Mag. 5 (2) (2021)
Yusuke Koda, Masao Shinzaki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Yuto Kihira, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference. CoRR (2020)
Yusuke Koda, Masao Shinzaki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking. CoRR (2020)
Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler
When Wireless Communications Meet Computer Vision in Beyond 5G. CoRR (2020)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise. CoRR (2020)
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. CoRR (2020)
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Kota Nakashima
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. IEEE Commun. Lett. 24 (6) (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks. CCNC (2020)
Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Chun-Hsiang Huang, Yushi Shirato, Naoki Kita
Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires. VTC Fall (2020)
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Masahiro Morikura, Koji Yamamoto
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data. CoRR (2020)
Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Reducing Transmission Delay in EDCA Using Policy Gradient Reinforcement Learning. CCNC (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise. GLOBECOM (2020)
Yuto Kihira, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference. VTC Fall (2020)
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction. CoRR (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
End-to-End Learning of Proactive Handover Policy for Camera-Assisted mmWave Networks Using Deep Reinforcement Learning. CoRR (2019)
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. CoNEXT Companion (2019)
Takayuki Nishio, Hironao Okamoto, Kota Nakashima, Yusuke Koda, Koji Yamamoto, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks. IEEE J. Sel. Areas Commun. 37 (11) (2019)
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. CoRR (2019)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks. CoRR (2019)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Reinforcement learning based predictive handover for pedestrian-aware mmWave networks. INFOCOM Workshops (2018)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Measurement Method of Temporal Attenuation by Human Body in Off-the-Shelf 60 GHz WLAN with HMM-Based Transmission State Estimation. Wirel. Commun. Mob. Comput. 2018 (2018)
Kota Nakashima, Yusuke Koda, Koji Yamamoto, Hironao Okamoto, Takayuki Nishio, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Impact of Input Data Size on Received Power Prediction Using Depth Images for mm Wave Communications. VTC Fall (2018)
Hironao Okamoto, Takayuki Nishio, Kota Nakashima, Yusuke Koda, Koji Yamamoto, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Machine-Learning-Based Future Received Signal Strength Prediction Using Depth Images for mmWave Communications. CoRR (2018)
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-Based State Estimation. VTC Fall (2017)