Takayuki Nishio
Orcid: 0000-0003-1026-319X
According to our database1,
Takayuki Nishio
authored at least 156 papers
between 2011 and 2024.
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Bibliography
2024
Proactive Millimeter-Wave Link Quality Prediction Utilizing Out-of-Band CSI Fingerprinting and Supervised Learning: An Experimental Study.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
Demo: Split Computing-Based Privacy-Preserving Image Classification and Object Detection.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
2023
Adversarial Reinforcement Learning-Based Coordinated Robust Spatial Reuse in Broadcast-Overlaid WLANs.
IEICE Trans. Commun., February, 2023
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data.
IEEE Trans. Mob. Comput., 2023
$Λ$-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI.
CoRR, 2023
Point Cloud-based Proactive Link Quality Prediction for Millimeter-wave Communications.
CoRR, 2023
Spatial Frequency-based Feature Extraction for Point Cloud-based Proactive mmWave Link Quality Prediction.
Proceedings of the IEEE Global Communications Conference, 2023
Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Watch From Sky: Machine-Learning-Based Multi-UAV Network for Predictive Police Surveillance.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
2022
Penalized and Decentralized Contextual Bandit Learning for WLAN Channel Allocation with Contention-Driven Feature Extraction.
IEICE Trans. Commun., October, 2022
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space.
IEEE Trans. Signal Inf. Process. over Networks, 2022
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw., 2022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance.
CoRR, 2022
Edge Computing-Assisted DNN Image Recognition System With Progressive Image Retransmission.
IEEE Access, 2022
Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study.
IEEE Access, 2022
ACK-Less Rate Adaptation Using Distributional Reinforcement Learning for Reliable IEEE 802.11bc Broadcast WLANs.
IEEE Access, 2022
Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks.
IEEE Access, 2022
Beamforming Feedback-Based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study.
IEEE Access, 2022
IEEE Access, 2022
MAB-based Joint Optimization of Wireless LAN and Machine Learning for Communication-efficient Distributed Inference in Lossy Networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Millimeter-wave Received Power Prediction Using Point Cloud Data and Supervised Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing.
Proceedings of the IEEE Globecom 2022 Workshops, 2022
Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT.
Proceedings of the IEEE Global Communications Conference, 2022
ACK-Less Rate Adaptation for IEEE 802.11bc Enhanced Broadcast Services Using Sim-to-Real Deep Reinforcement Learning.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022
2021
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking.
IEEE Trans. Cogn. Commun. Netw., 2021
Stochastic Geometry Analysis of Inversely Proportional Carrier Sense Threshold and Transmission Power for WLAN Spatial Reuse.
IEICE Trans. Commun., 2021
Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments.
IEICE Trans. Commun., 2021
IEEE Commun. Stand. Mag., 2021
Beamforming Feedback-based Model-driven Angle of Departure Estimation Toward Firmware-Agnostic WiFi Sensing.
CoRR, 2021
Computer Vision-assisted Decimeter-level Single-antenna RSSI Localization Harnessing Dynamic Blockage Events.
CoRR, 2021
Lyapunov Optimization-Based Latency-Bounded Allocation Using Deep Deterministic Policy Gradient for 11ax Spatial Reuse.
IEEE Access, 2021
Throughput Measurement for IEEE 802.11ad with Various Obstacles and Reflectors by Real Machines.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021
Evaluating effect of interference on MAC delay in densely deployed IEEE 802.11ad based In-vehicle communications.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021
Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks.
Proceedings of the IEEE Global Communications Conference, 2021
Joint Computation Offloading and Sampling Interval Optimization for Accuracy-Guaranteed Surveillance.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
Latency-Aware Fair Scheduling for Spatial Reuse in WLANs: A Lyapunov Optimization Approach.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
2020
SINR Distribution and Scheduling Gain Analysis of Uplink Channel-Adaptive Scheduling.
IEEE Trans. Wirel. Commun., 2020
Learning-Based Spatial Reuse for WLANs With Early Identification of Interfering Transmitters.
IEEE Trans. Cogn. Commun. Netw., 2020
Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw., 2020
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
IEEE Commun. Lett., 2020
Data assessment and prioritization in mobile networks for real-time prediction of spatial information using machine learning.
EURASIP J. Wirel. Commun. Netw., 2020
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.
CoRR, 2020
Contextual Bandit-Based Channel Selection for Wireless LANs with Interference-Driven Feature Extraction.
CoRR, 2020
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
CoRR, 2020
Small Cells Enabled by Crowdsourced Radio Units Mounted on Parked Vehicles for Smart City.
IEEE Access, 2020
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs With Graph Convolutional Networks.
IEEE Access, 2020
Thompson Sampling-Based Channel Selection Through Density Estimation Aided by Stochastic Geometry.
IEEE Access, 2020
Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Transfer Learning-Based Received Power Prediction with Ray-tracing Simulation and Small Amount of Measurement Data.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
IEEE 802.11ad Communication Quality Measurement in In-vehicle Wireless Communication with Real Machines.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
MAB-based Client Selection for Federated Learning with Uncertain Resources in Mobile Networks.
Proceedings of the IEEE Globecom Workshops, 2020
Proceedings of the IEEE Globecom Workshops, 2020
Differentially Private AirComp Federated Learning with Power Adaptation Harnessing Receiver Noise.
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the IEEE Globecom Workshops, 2020
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
Communication-Efficient Cooperative Contextual Bandit and Its Application to Wi-Fi BSS Selection.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
Thompson Sampling-Based Heterogeneous Network Selection Considering Stochastic Geometry Analysis.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
2019
Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks.
IEEE J. Sel. Areas Commun., 2019
Deep-Reinforcement-Learning-Based Distributed Vehicle Position Controls for Coverage Expansion in mmWave V2X.
IEICE Trans. Commun., 2019
Concurrent Transmission Scheduling for Perceptual Data Sharing in mmWave Vehicular Networks.
IEICE Trans. Inf. Syst., 2019
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks.
CoRR, 2019
CoRR, 2019
End-to-End Learning of Proactive Handover Policy for Camera-Assisted mmWave Networks Using Deep Reinforcement Learning.
CoRR, 2019
Grid-Based Exclusive Region Design for 3D UAV Networks: A Stochastic Geometry Approach.
IEEE Access, 2019
Stochastic Geometry Analysis of Individual Carrier Sense Threshold Adaptation in IEEE 802.11ax WLANs.
IEEE Access, 2019
Joint Channel Selection and Spatial Reuse for Starvation Mitigation in IEEE 802.11ax WLANs.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Transfer Learning-Based Received Power Prediction Using RGB-D Camera in mmWave Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019
Replica Exchange Spatial Adaptive Play for Channel Allocation in Cognitive Radio Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019
Data Assessment and Prioritization in Mobile Networks for Real-Time Prediction of Spatial Information with Machine Learning.
Proceedings of the First IEEE International Workshop on Network Meets Intelligent Computations, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019
Analysis of Inversely Proportional Carrier Sense Threshold and Transmission Power Setting Based on Received Power for IEEE 802.11ax.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019
2018
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
Machine-Learning-Based Future Received Signal Strength Prediction Using Depth Images for mmWave Communications.
CoRR, 2018
Exclusive Region Design for Spatial Grid-Based Spectrum Database: A Stochastic Geometry Approach.
IEEE Access, 2018
Concurrent Data Dissemination at Intersections in mmWave for Cooperative Perceptions.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Coverage Expansion through Dynamic Relay Vehicle Deployment in mmWave V2I Communications.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018
Impact of Input Data Size on Received Power Prediction Using Depth Images for mm Wave Communications.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Optimal Primary Exclusive Region Design for Cognitive Radio VANETs on Multiple Roads.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Mobile User Identification by Camera-Based Motion Capture and Mobile Device Acceleration Sensors.
Proceedings of the 13th Workshop on Challenged Networks, 2018
Reinforcement learning based predictive handover for pedestrian-aware mmWave networks.
Proceedings of the IEEE INFOCOM 2018, 2018
Millimeter-Wave Radio Access Network Sharing: A Market-Based Cooperative Bargaining Perspective.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
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, 2018
Recurrent neural network-based received signal strength estimation using depth images for mmWave communications.
Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018
2017
Stochastic Geometry Analysis of Normalized SNR-Based Scheduling in Downlink Cellular Networks.
IEEE Wirel. Commun. Lett., 2017
Mitigating Throughput Starvation in Dense WLANs through Potential Game-Based Channel Selection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017
Joint Deployment of RGB-D Cameras and Base Stations for Camera-Assisted mmWave Communication System.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017
MAC Protocol for Improving Throughput and Balancing Uplink/Downlink Throughput for Wireless Local Area Networks with Long Propagation Delays.
IEICE Trans. Commun., 2017
Spatial Co-Channel Overlap Mitigation through Channel Assignment in Dense WLAN: Potential Game Approach.
IEICE Trans. Commun., 2017
ATRAS: adaptive MAC protocol for efficient and fair coexistence between radio over fiber-based and CSMA/CA-based WLANs.
EURASIP J. Wirel. Commun. Netw., 2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Inversely Proportional Carrier Sense Threshold and Transmit Power Setting Towards Green WLANs.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Machine Learning-Based Primary Exclusive Region Update for Database-Driven Spectrum Sharing.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-Based State Estimation.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Reassociation method based on top trading cycles for WLANs: Mechanism design approach.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Dependent interferer arrangement for physical layer security: Secrecy outage probability in clustered wireless networks.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
Optimization of primary exclusive region in spatial grid-based spectrum database using stochastic Geometry.
Proceedings of the IEEE International Conference on Communications, 2017
Dynamic Base Station Sleep Control via Submodular Optimization for Green mmWave Networks.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2017
Starvation mitigation for dense WLANs through distributed channel selection: Potential game approach.
Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017
Analysis of inversely proportional carrier sense threshold and transmission power setting.
Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017
2016
Knowledge-Based Reestablishment of Primary Exclusive Region in Database-Driven Spectrum Sharing.
IEICE Trans. Commun., 2016
Proactive Handover Based on Human Blockage Prediction Using RGB-D Cameras for mmWave Communications.
IEICE Trans. Commun., 2016
Self-Organization of Coverage of Densely Deployed WLANs Considering Outermost APs without Generating Coverage Holes.
IEICE Trans. Commun., 2016
Knowledge-based update of primary exclusive region for database-driven spectrum sharing towards 5G.
Proceedings of the IEEE Wireless Communications and Networking Conference Workshops, 2016
Performance modeling of camera-assisted proactive base station selection for human blockage problem in mmWave communications.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016
Inversely Proportional Transmission Power and Carrier Sense Threshold Setting for WLANs: Experimental Evaluation of Partial Settings.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
Proceedings of the 3rd Workshop on Visible Light Communication Systems, 2016
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
2015
Rate Adaptation Based on Exposure Assessment Using Rectenna Output for WLAN Station Powered with Microwave Power Transmission.
IEICE Trans. Commun., 2015
IEICE Trans. Commun., 2015
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015
Symmetric interaction in channel allocation for Bi-directional in-band full-duplex network.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015
Coverage adaptation focusing on coverage boundary in densely deployed WLANs: Potential game approach.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015
Proceedings of the IEEE International Conference on Consumer Electronics, 2015
Proactive Base Station Selection Based on Human Blockage Prediction Using RGB-D Cameras for mmWave Communications.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Throughput and Fairness Improvement for WLANs with Long Propagation Delay Coexisting with Conventional WLANs.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015
Proactive traffic control based on human blockage prediction using RGBD cameras for millimeter-wave communications.
Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015
Proceedings of the 21st Asia-Pacific Conference on Communications, 2015
Generalized PF scheduling for bidirectional and user-multiplexing unidirectional full-duplex links.
Proceedings of the 21st Asia-Pacific Conference on Communications, 2015
Implementation and evaluation of reactive base station selection for human blockage in mmWave communications.
Proceedings of the 21st Asia-Pacific Conference on Communications, 2015
Performance evaluation of overlap mitigation through spatial adaptive play for dense wlans.
Proceedings of the 21st Asia-Pacific Conference on Communications, 2015
Proceedings of the 21st Asia-Pacific Conference on Communications, 2015
2014
Implementation and Feasibility Study of Co-channel Operation System of Microwave Power Transmissions to IEEE 802.11-Based Batteryless Sensor.
IEICE Trans. Commun., 2014
Experimental Investigation of Co-channel and Adjacent Channel Operations of Microwave Power and IEEE 802.11g Data Transmissions.
IEICE Trans. Commun., 2014
Differential Game-Theoretic Analysis on Information Availability in Decentralized Demand-Side Energy Management Systems.
IEICE Trans. Commun., 2014
Attenuators enable inversely proportional transmission power and carrier sense threshold setting in WLANs.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
System design and numerical analysis of adaptive resource discovery in wireless application networks.
Proceedings of the 2013 ITU Kaleidoscope: Building Sustainable Communities, 2013
Expected traffic reduction by content-oriented incentive in peer-assisted content delivery networks.
Proceedings of the International Conference on Information Networking 2013, 2013
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013
Impact of communication availability in a demand-side energy management system: Differential game-theoretic approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013
2012
Mob. Networks Appl., 2012
IEICE Trans. Commun., 2012
Traffic Engineering of Peer-Assisted Content Delivery Network with Content-Oriented Incentive Mechanism.
IEICE Trans. Inf. Syst., 2012
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012
2011
TCP-based window-size delegation method for TXOP Exchange in wireless local area networks.
EURASIP J. Wirel. Commun. Netw., 2011
Proceedings of IEEE International Conference on Communications, 2011