学位

• 博士（工学）(電気通信大学)
• ()

経歴

学歴

受賞

• Exemplary Editor of the IEEE Transactions on Green Communications & Networking
• 2022 IEEE Technical Committee on Hyper-Intelligence Award for Excellence (Middle Career Researcher)
• 2020 Best Paper Award for IEEE Open Journal of the Computer Society
• IEEE ComSoc TCGCC (Technical Committee on Green Communications & Computing) Distinguished Service Award
• EAI Fellow
• IEEE TNSE (IEEE Transactions on Network Science and Engineering) Excellent Editor Award
• 2021 IEEE Internet of Things Journal Best Paper Award
• EAI MONAMI 2021 Best System Paper Award
• 日本神経回路学会優秀研究賞
• The IEEE Communications Society Outstanding Paper Award
• EAI MONAMI 2020 Best paper award
• IEEE Computer Society 2019 Best Paper Award（Runner-Up）
• IEICE 通信ソサイエティ活動功労賞
• Best paper award
• Best paper award: The 5th IEEE International Conference on Cloud and Big Data Computing (IEEE CBDCom 2019)
• Best paper award
• Best paper award: The Sixth International Conference on Communications, Computation, Networks and Technologies
• 英語セッション奨励賞
• CANDAR Best/Outstanding Paper Award
• Best/Outstanding Paper Award: The Fourth International Symposium on Computing and Networking (CANDAR)
• IEICE 通信ソサイエティ活動功労賞
• IPSJ論文船井若手奨励賞

その他

論文

• Towards platform profit-aware fairness in personalized recommendation. [DOI] [DBLP] [Othres link]
• Joint Optimization in Blockchain- and MEC-Enabled Space-Air-Ground Integrated Networks. [DOI] [DBLP] [Othres link]
• YOLO-MPAM: Efficient real-time neural networks based on multi-channel feature fusion. [DOI] [DBLP] [Othres link]
• Energy-Efficient Task Offloading for Distributed Edge Computing in Vehicular Networks. [DOI] [DBLP] [Othres link]
• Intelligent Online Computation Offloading for Wireless-Powered Mobile-Edge Computing. [DOI] [DBLP] [Othres link]
• SCcheck: A Novel Graph-driven and Attention-enabled Smart Contract Vulnerability Detection Framework for Web 3.0 Ecosystem [DOI] [DBLP] [Othres link]
• Reconfigurable Intelligent Surface-Assisted Multisatellite Cooperative Downlink Beamforming. [DOI] [DBLP] [Othres link]
• Secure NOMA-Assisted Multi-User mmWave Vehicular Communications Using Artificial Noise. [DOI] [DBLP] [Othres link] [Othres link]
• Hier-FedMeta: A Hierarchical Federated Meta-Learning Framework for Personalized and Efficient IoV Systems. [DOI] [DBLP] [Othres link] [Othres link]
• Information Freshness Optimization in UAV-aided Vehicular Metaverse: A PPO-based Learning Approach. [DOI] [DBLP] [Othres link] [Othres link]
• Learning-Enabled Radar-Assisted Predictive Beamforming for UAV-Aided Networks. [DOI] [DBLP] [Othres link] [Othres link]
• User Schedule and Single-User RIS Allocation in QoS-Aware MmWave Vehicular Networks. [DOI] [DBLP] [Othres link] [Othres link]
• Toward Robust and Generalizable Federated Graph Neural Networks for Decentralized Spatial-Temporal Data Modeling. [DOI] [DBLP] [Othres link]
• Multi-Aspect Edge Device Association Based on Time-Series Dynamic Interaction Networks. [DOI] [DBLP] [Othres link] [Othres link]
• Multi-User Interaction Experience Optimization in the Metaverse. [DOI] [DBLP] [Othres link] [Othres link]
• Exploiting Intelligent Reflecting Surfaces for Interference Channels With SWIPT. [DOI] [DBLP] [Othres link]
• An Energy-Efficient Deep Mutual Learning System Based on D2D-U Communications [DOI] [DBLP] [Othres link]
• Reputation Management for Consensus Mechanism in Vehicular Edge Metaverse [DOI] [DBLP] [Othres link]
• Meet in the air: Distributed neighbor discovery in 3D networks with directional transceivers. [DOI] [DBLP] [Othres link]
• Transmit Power Minimization for STAR-RIS Aided FD-NOMA Networks [DOI] [DBLP] [Othres link]
• Leveraging Geographic Information and Social Indicators for Misbehavior Detection in VANETs. [DOI] [DBLP] [Othres link]
• Efficient Federated Learning in Resource-Constrained Edge Intelligence Networks Using Model Compression [DOI] [DBLP] [Othres link]
• Parameter Estimation-Aided Edge Server Selection Mechanism for Edge Task Offloading [DOI] [DBLP] [Othres link]
• A Channel Perceiving-Based Handover Management in Space-Ground Integrated Information Network [DOI] [DBLP] [Othres link]
• A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks [DOI] [DBLP] [Othres link]
• Adaptive NOMA-Based Spectrum Sensing for Uplink IoT Networks [DOI] [DBLP] [Othres link]
• Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs [DOI] [Othres link]
• Proximal Policy Optimization for Efficient D2D-Assisted Computation Offloading and Resource Allocation in Multi-Access Edge Computing [DOI] [DBLP] [Othres link]
• Multi-stage Information Processing Systems with VM Migration for Maximum Accuracy [DOI] [DBLP] [Othres link] [Othres link]
• Secure Terahertz Indoor Communications Using Blockage Feature-Based Artificial Noise in 6G. [DOI] [DBLP] [Othres link] [Othres link]
• Joint Sensing, Communication, and Computation Resources Allocation for Cooperative Perception. [DOI] [DBLP] [Othres link] [Othres link]
• Joint Partner Pairing and Resource Scheduling for D2D-U-Based Decentralized Mutual Learning [DOI] [DBLP] [Othres link] [Othres link]
• Communication-Efficient Federated Learning for UAV Networks with Knowledge Distillation and Transfer Learning [DOI] [DBLP] [Othres link] [Othres link]
• Efficient Federated Learning using Random Pruning in Resource-Constrained Edge Intelligence Networks [DOI] [DBLP] [Othres link] [Othres link]
• Hierarchical Meta-Reinforcement Learning for Resource-Efficient Slicing in O-RAN [DOI] [DBLP] [Othres link] [Othres link]
• Reinforcement Learning Based Intelligent Routing for Software Defined LEO Satellite Networks [DOI] [DBLP] [Othres link] [Othres link]
• RIS-Aided Multi-Beam Cooperative Transmission for Satellite-Terrestrial Communication [DOI] [DBLP] [Othres link] [Othres link]
• Fuzzy Logic-Based Packet Scheduling for MPQUIC in Multi-Access Networks [DOI] [DBLP] [Othres link] [Othres link]
• When Connected and Automated Vehicles Meet Mobile Crowdsensing: A Perception and Transmission Framework in the Metaverse [DOI] [DBLP] [Othres link]
• Energy-Efficient Mutual Learning Over D2D Communications [DOI] [DBLP] [Othres link]
• DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks [DOI] [DBLP] [Othres link]
• Blockchain-Aided Privacy-Preserving Medical Data Sharing Scheme for E-Healthcare System [DOI] [DBLP] [Othres link]
• Distributed Resource Management in Unlicensed Assisted Mobile Edge Computing [DOI] [DBLP] [Othres link]
• A Hierarchical Detection Method for Steady State Peripheral Visual Evoked Potential [DOI] [DBLP] [Othres link] [Othres link]
• Static IRS Meets Distributed MIMO: A New Architecture for Dynamic Beamforming [DOI] [DBLP] [Othres link]
• Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems [DOI] [DBLP] [Othres link]
• QoE Fairness Resource Allocation in Digital Twin-Enabled Wireless Virtual Reality Systems [DOI] [DBLP] [Othres link]
• Mobile Networks and Management - 13th EAI International Conference, MONAMI 2023, Yingtan, China, October 27-29, 2023, Proceedings [DOI] [DBLP] [Othres link]
• Double DQN Reinforcement Learning-Based Computational Offloading and Resource Allocation for MEC. [DOI] [DBLP] [Othres link] [Othres link]
• Client Selection Method for Federated Learning in Multi-robot Collaborative Systems. [DOI] [DBLP] [Othres link] [Othres link]
• Blockchain-based Edge-assisted Knowledge Base Management for Semantic Communication in Remote Driving. [DOI] [DBLP] [Othres link] [Othres link]
• COALITION: CAVs-enabled Probabilistic Offloading of Congested Lanes for Reduced Urban Traffic Congestion [DOI] [DBLP] [Othres link] [Othres link]
• Blockage-Based Cooperative Jamming for Secure Terahertz Transmissions in Indoor Networks [DOI] [DBLP] [Othres link] [Othres link]
• Semantic Communication for Efficient Image Transmission Tasks based on Masked Autoencoders [DOI] [DBLP] [Othres link] [Othres link]
• Intelligent Reflecting Surface Assisted Multi-Cluster AirComp via Dynamic Beamforming [DOI] [DBLP] [Othres link]
• Performance-Oriented Design for Intelligent Reflecting Surface-Assisted Federated Learning [DOI] [DBLP] [Othres link]
• DRL-Assisted Network Selection for Federated IoV [DOI] [DBLP] [Othres link]
• Joint Frame Structure and Beamforming Design for Integrated Localization and Communication Network [DOI] [DBLP] [Othres link] [Othres link]
• Multi-robot Cooperative Transport Simulation System [DOI] [DBLP] [Othres link] [Othres link]
• Random Beam Switching: A Physical Layer Key Generation Approach to Safeguard mmWave Electronic Devices [DOI] [DBLP] [Othres link]
• An Optimal Distributed Energy-Efficient Resource Scheduling for D2D-U Enabled Cellular Networks [DOI] [DBLP] [Othres link]
• Meta-Networking: Beyond the Shannon Limit with Multi-Faceted Information [DOI] [DBLP] [Othres link]
• Dynamic Selfish Node Detection With Link Quality Consideration in Vehicular Networks [DOI] [DBLP] [Othres link]
• Load-based Content Allocation Scheme for Realizing Efficient Mobile Cooperative Cache [DBLP] [J-GLOBAL] [Othres link] [Othres link]
• Unlicensed Spectrum Assisted Connection in 5G-NR Enabled Metaverse [DOI] [DBLP] [Othres link] [Othres link]
• Guest Editorial Special Issue on Collaborative Intelligence for Green Internet of Things in the 6G Era [DOI] [DBLP] [Othres link]
• Multiagent Meta-Reinforcement Learning for Optimized Task Scheduling in Heterogeneous Edge Computing Systems [DOI] [DBLP] [Othres link]
• Enhance Detection of SSVEPs through a Sinusoidal-Referenced Task-Related Component Analysis Method [DOI] [DBLP] [Othres link] [Othres link]
• Trustworthy and Load-Balancing Routing Scheme for Satellite Services with Multi-Agent DRL [DOI] [DBLP] [Othres link] [Othres link]
• SmartDID: A Novel Privacy-Preserving Identity Based on Blockchain for IoT [DOI] [DBLP] [Othres link]
• Blockchain-Enabled Internet of Vehicles Applications [DOI] [Othres link]
• Reinforcement Learning Models and Algorithms for Diabetes Management [DOI] [DBLP] [Othres link]
• Semantic segmentation-based semantic communication system for image transmission [DOI]
• Communication Resources Management Based on Spectrum Sensing for Vehicle Platooning. [DOI] [DBLP] [Othres link]
• Lightweight Federated Learning for Large-Scale IoT Devices With Privacy Guarantee [DOI] [DBLP] [Othres link]
• Multi-Robot Systems and Cooperative Object Transport: Communications, Platforms, and Challenges. [DOI] [DBLP] [Othres link]
• Editorial: Intelligent Mobility and Edge Computing for a Smarter World. [DOI] [DBLP] [Othres link]
• Blockchain Based Secure Outsourcing Data Integrity Auditing for Internet of Things in Cloud-edge Environment [DOI] [DBLP] [Othres link] [Othres link]
• AGVS: A New Change Detection Dataset for Airport Ground Video Surveillance. [DOI] [DBLP] [Othres link]
• Load-Based Content Allocation for Mobile Cooperative Cache. [DOI] [DBLP] [Othres link] [Othres link]
• Learning to Optimize Computation Offloading Performance in Multi-Access Wireless Networks
• Toward Collaborative Intelligence in IoV Systems: Recent Advances and Open Issues. [DOI] [DBLP] [PubMed] [PubMed Central] [Othres link]
• Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning. [DOI] [DBLP] [Othres link]
• A Fuzzy Logic-Based Approach for Interface Selection in IEEE 802.11ad/IEEE 802.11ac Heterogeneous Wireless Networks
• Unlicensed Assisted Ultra‑Reliable and Low‑Latency Communications [DOI] [DBLP] [Othres link]
• EDSF: Efficient Distributed Scheduling Function for IETF 6T iSCH-based Industrial Wireless Networks [DOI] [DBLP] [Othres link]
• Joint Collaborative Big Spectrum Data Sensing and Reinforcement Learning Based Dynamic Spectrum Access for Cognitive Internet of Vehicles [DOI] [DBLP] [Othres link]
• Toward Efficient Blockchain for the Internet of Vehicles with Hierarchical Blockchain Resource Scheduling [DOI]
• Ada-STNet: A Dynamic AdaBoost Spatio-Temporal Network for Traffic Flow Prediction. [DOI] [DBLP] [Othres link] [Othres link]
• A communication-efficient distributed machine learning scheme in vehicular network. [DOI] [DBLP] [Othres link] [Othres link]
• On-device federated learning with fuzzy logic based client selection. [DOI] [DBLP] [Othres link] [Othres link]
• Energy-Efficient User Association and Resource Allocation for Decentralized Mutual Learning. [DOI] [DBLP] [Othres link] [Othres link]
• Storage-aware Joint User Scheduling and Spectrum Allocation for Federated Learning. [DOI] [DBLP] [Othres link] [Othres link]
• Transform-Domain-Based Cognitive Radio Networks for Harsh Interference Environments. [DOI] [DBLP] [Othres link]
• Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs. [DOI] [DBLP] [Othres link] [Othres link]
• SpiroFi: Contactless Pulmonary Function Monitoring using WiFi Signal. [DOI] [DBLP] [Othres link] [Othres link]
• IRS-Assisted Secure UAV Transmission via Joint Trajectory and Beamforming Design. [DOI] [DBLP] [Othres link]
• Unlicensed assisted transmission in vehicular edge computing networks. [DOI] [DBLP] [Othres link]
• Fuzzy Logic Based Client Selection for Federated Learning in Vehicular Networks. [DOI] [DBLP] [Othres link]
• A Comprehensive Review on Automatic Mobile Robots: Applications, Perception, Communication and Control. [DOI] [DBLP] [Othres link]
• ADS-B-Based Spatiotemporal Alignment Network for Airport Video Object Segmentation. [DOI] [DBLP] [Othres link]
• A Sparsely-Connected OTFS-BFDM System Using Message-Passing Decoding. [DOI] [DBLP] [Othres link]
• Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems. [DOI] [DBLP] [Othres link]
• FedGraph: Federated Graph Learning With Intelligent Sampling. [DOI] [DBLP] [Othres link]
• Applications of Multi-agent Deep Reinforcement Learning: Models and Algorithms
• Point Cloud Video Streaming in 5G Systems and Beyond: Solutions and Challenges
• Edge Computing-Based Joint Client Selection and Networking Scheme for Federated Learning in Vehicular IoT
• Integrating autonomous decentralized communication and edge computing for real-time control in IoT system
• A Brief Review of Multipath TCP for Vehicular Networks. [DOI] [DBLP] [PubMed] [PubMed Central] [Othres link]
• An Experimental Study on D2D Route Selection Mechanism in 5G Scenarios [DOI]
• Quantitative Study on the Impact of Energy Consumption Based Dynamic Selfishness in MANETs. [DOI] [DBLP] [PubMed] [PubMed Central] [Othres link]
• Distributed Spectrum and Power Allocation for D2D-U Networks: a Scheme Based on NN and Federated Learning. [DOI] [DBLP] [Othres link]
• FedGraph: Federated Graph Learning with Intelligent Sampling. [DBLP] [Othres link] [Othres link]
• 19th IEEE International Conference on Embedded and Ubiquitous Computing, EUC 2021, Shenyang, China, October 20-22, 2021 [DOI] [DBLP] [Othres link]
• Resource Management for Blockchain-enabled Internet of Vehicles. [DOI] [DBLP] [Othres link] [Othres link]
• Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G. [DOI] [DBLP] [Othres link]
• Point Cloud Video Streaming: Challenges and Solutions. [DOI] [DBLP] [Othres link]
• Distributed Resource Allocation for Maximizing Energy Efficiency in D2D-U Enabled NR Network. [DOI] [DBLP] [Othres link] [Othres link]
• UAV-empowered Vehicular Networking Scheme for Federated Learning in Delay Tolerant Environments. [DOI] [DBLP] [Othres link] [Othres link]
• A Distributed Computation Offloading Strategy for Edge Computing Based on Deep Reinforcement Learning. [DOI] [DBLP] [Othres link] [Othres link]
• A Fuzzy Logic Controller for Greenhouse Temperature Regulation System Based on Edge Computing. [DOI] [DBLP] [Othres link] [Othres link]
• Unlicensed Assisted Ultra-Reliable and Low-Latency Transmission. [DOI] [DBLP] [Othres link] [Othres link]
• Distributed Resource Management for Licensed and Unlicensed Integrated Mobile Edge Computing. [DOI] [DBLP] [Othres link] [Othres link]
• Performance Optimization in Heterogeneous WiFi and Cellular Mobile Edge Computing Systems. [DOI] [DBLP] [Othres link] [Othres link]
• Deep Reinforcement Learning Based Mode Selection for Coexistence of D2D-U and Wi-Fi. [DOI] [DBLP] [Othres link] [Othres link]
• Resource Management in MEC based Muti-Robot Cooperation Systems. [DOI] [DBLP] [Othres link] [Othres link]
• A Reinforcement Learning based Edge Cloud Collaboration. [DOI] [DBLP] [Othres link] [Othres link]
• Communication resource allocation in platooning management based on C-V2X with spectrum sensing. [DOI] [DBLP] [Othres link] [Othres link]
• On-Camera Content Filtering for Real-Time Video Analytics. [DOI] [DBLP] [Othres link] [Othres link]
• Grouping-Based Channel Estimation and Tracking for Millimeter Wave Massive MIMO Systems. [DOI] [DBLP] [Othres link]
• Toward Agile Information and Communication Framework for the Post-COVID-19 Era. [DOI] [DBLP] [Othres link]
• Augmented Intelligence: Surveys of Literature and Expert Opinion to Understand Relations Between Human Intelligence and Artificial Intelligence. [DOI] [DBLP] [Othres link]
• Communication energy optimization of electric vehicle platoon on curved road. [DOI] [DBLP] [Othres link]
• A Failsoft Scheme for Mobile Live Streaming by Scalable Video Coding. [DOI] [DBLP] [Othres link]
• Time-Critical Tasks Implementation in MEC based Multi-Robot Cooperation Systems. [DBLP] [Othres link] [Othres link]
• IEEE Access Special Section Editorial: Collaborative Intelligence for Internet of Vehicles
• Robust Edge Computing in UAV Systems via Scalable Computing and Cooperative Computing. [DOI] [DBLP] [Othres link]
• Quantitative Study on Impact of Static/Dynamic Selfishness on Network Performance in VANETs. [DOI] [DBLP] [Othres link]
• A Routing Protocol for UAV-Assisted Vehicular Delay Tolerant Networks. [DOI] [DBLP] [Othres link]
• Intelligence-driven mobile networks for smart cities. [DOI] [DBLP] [Othres link]
• Virtual Edge: Exploring Computation Offloading in Collaborative Vehicular Edge Computing. [DOI] [DBLP] [Othres link]
• Coexistence Analysis of D2D-Unlicensed and Wi-Fi Communications. [DOI] [DBLP] [Othres link]
• Wireless Access Control in Edge-Aided Disaster Response: A Deep Reinforcement Learning-Based Approach. [DOI] [DBLP] [Othres link]
• Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications. [DOI] [DBLP] [Othres link]
• Guest Editorial Introduction of the Special Issue on Edge Intelligence for Internet of Vehicles. [DOI] [DBLP] [Othres link]
• Multi-Channel Blockchain Scheme for Internet of Vehicles. [DOI] [DBLP] [Othres link]
• Distributed Spectrum and Power Allocation for D2D-U Networks: A Scheme based on NN and Federated Learning. [DOI] [DBLP] [Othres link]
• Reinforcement Learning-Based Multislot Double-Threshold Spectrum Sensing With Bayesian Fusion for Industrial Big Spectrum Data. [DOI] [DBLP] [Othres link]
• Learning-based WiFi Traffic Load Estimation in NR-U Systems. [DBLP] [Othres link] [Othres link]
• Decentralized Radio Resource Adaptation in D2D-U Networks. [DOI] [DBLP] [Othres link]
• When Internet of Things Meets e-Health: An Indoor Temperature Monitoring and Control Approach. [DOI] [DBLP] [Othres link]
• QoS-Guarantee Resource Allocation for Multibeam Satellite Industrial Internet of Things With NOMA. [DOI] [DBLP] [Othres link]
• Impact of Mode Selection on the Performance of D2D-Unlicensed Communications
• UAV-empowered Protocol for Information Sharing in VDTN
• Collaborative Intelligence for Internet of Vehicles
• Deep Reinforcement Learning based Access Control for Disaster Response Networks
• Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems [DOI] [Othres link]
• Collaborative Learning of Communication Routes in Edge-enabled Multi-access Vehicular Environment
• Empowering Blockchain in Vehicular Environments With Decentralized Edges
• A Peak-Avoidance Scheme for Chasing Playback of Mobile Live Streaming
• Spectra Efficient Space Time Coding
• Virtual Edge: Collaborative Computation Offloading in VANETs
• Deep Reinforcement Learning for Traffic Signal Control: A Review [DOI]
• Heterogeneity-aware Energy Saving and Energy Efficiency Optimization in Dense Small Cell Networks
• Big-Data-Based Intelligent Spectrum Sensing for Heterogeneous Spectrum Communications in 5G
• Context-Aware Clustering for SDN Enabled Network
• Blockchain for Vehicular Internet of Things: Recent Advances and Open Issues. [DOI] [PubMed] [PubMed Central]
• A Secure Communication System in Self-Organizing Networks via Lightweight Group Key Generation
• Vehicle Speed Prediction with Convolutional Neural Networks for ITS
• An Oblivious Game-Theoretic Perspective of RRM in Vehicular Communications
• Frequent Itemset Mining of User's Multi-attribute Under Local Differential Privacy
• Fuzzy Logic-Based Adaptive Point Cloud Video Streaming [DOI]
• A Recommendation Approach Based on Bayesian Networks for Clone Refactor
• Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues [DOI]
• Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective [DOI] [Othres link]
• Collaborative Vehicular Edge Computing towards Greener ITS
• Extended motion diffusion based change detection for airport ground surveillance
• Rate satisfaction-based power allocation for NOMA-based cognitive Internet of Things
• Adaptive Channel Estimation and Tracking for URA based Massive MIMO Systems
• An Efficient Privacy Preserving Spectrum Sharing
• SDN-based Handover Scheme in Cellular/IEEE 802.11p Hybrid Vehicular Networks
• Edge-Based V2X Communications with Big Data Intelligence
• LoRa-based Physical Layer Key Generation for Secure V2V/V2I
• A VDTN scheme with enhanced buffer management
• Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing
• Traffic Big Data Assisted V2X Communications (Invited Talk)
• Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach
• Traffic Big Data Assisted Broadcast in Vehicular Networks
• Big Data Assisted Broadcast in VANETs
• Age of Information-Aware Multi-Tenant Resource Orchestration in Network Slicing
• Traffic Flow Prediction with Compact Neural Networks
• Applying SMOTE for a Sequential Classifiers Combination Method to Improve the Performance of Intrusion Detection System
• Deep Reinforcement Learning for D2D transmission in unlicensed bands
• Integrating Licensed and Unlicensed Spectrum in Internet-of-Vehicles with Mobile Edge Computing
• A Reliable Energy Efficient Dynamic Spectrum Sensing for Cognitive Radio IoT Networks
• Edge Computing in 5G: A Review
• Empowering Vehicular Networks with Computational Intelligence
• Online Incentive Mechanism for Crowdsourced Radio Environment Map Construction
• Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications
• A Sequential Classifiers Combination Method to Reduce False Negative for Intrusion Detection System
• Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective
• MEGEE: Mobile Edge computer Geared v2x for E-mobility Ecosystem [DOI] [Scopus] [Scopus]
• Maritime Networking: Bringing Internet to the Sea
• Mobile Edge Computing for Internet of Vehicles: Offloading Framework and Job Scheduling
• Decentralized Trust Evaluation in Vehicular Internet of Things
• A near-optimal data structure for approximate range emptiness problem in Information-Centric Internet of Thing
• A Vehicular DTN Routing Protocol with Enhanced Buffer Management Policy
• Enhancing DASH Video QoE Over High-speed Train Using Segment-based Prefetching and Caching
• Traffic Big Data Assisted V2X Communications toward Smart Transportation
• A Template-Based Sub-Optimal Content Distribution for D2D Content Sharing Networks [DOI]
• A color-based cooperative caching strategy for time-shifted live video streaming [DOI]
• Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning [DOI]
• Computational Intelligence Inspired Data Delivery for Vehicle-to-roadside Communications [DOI]
• Multi-agent Trust Evaluation in Vehicular Internet of Things
• SDN-based Handover Approach in IEEE 802.11p and LTE hybrid vehicular networks
• A Prophet-based DTN protocol for VANETs
• Spatial Intelligence towards Trustworthy Vehicular IoT
• Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
• Feature Based Modulation Classification for Overlapped Signals
• Cognition-inspired 5G cellular networks: a review and the road ahead
• Performance evaluation of RPL-based sensor data collection in challenging IoT environment
• Computational Intelligence in Wireless IoT
• A Context-aware Edge-based VANET Communication Scheme for ITS
• Computational Intelligence for Vehicular Internet of Things (Invited Talk)
• Multipath Transmission Scheduling in Millimeter Wave Cloud Radio Access Networks [DOI]
• Learning for Adaptive Anycast in Vehicular Delay Tolerant Networks [DOI]
• モバイルエッジコンピューティングにおけるQoS最適VM移動制御
• Cluster-Based Content Distribution Integrating LTE and IEEE 802.11p with Fuzzy Logic and Q-Learning [DOI]
• VM migration in mobile edge computing for QoS improvement with wireless multi-hop access networks [DOI]
• An Openflow-based Management Framework for Sensor and Actuator Networks
• A Learning-based Probabilistic Routing Protocol for Vehicular Delay Tolerant Networks
• Vehicular multi-access edge computing with licensed sub-6 GHz, IEEE 802.11p and mmWave [DOI]
• Cooperative Content Delivery in Vehicular Networks with Integration of Sub-6 GHz and mmWave
• An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications
• Cooperative Content Delivery in Vehicular Networks with Integration of Sub-6 GHz and mmWave
• Color-Based Cooperative Cache and Its Routing Scheme for Telco-CDNs [DOI] [Web of Scientce]
• AVE: Autonomous Vehicular Edge Computing Framework with ACO-Based Scheduling [DOI] [Web of Scientce]
• A Light-weight Cooperative Caching Strategy by D2D Content Sharing
• Efficient Content Delivery in Vehicular Networks with Sub-6 GHz and mmWave [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Mobile Edge Computing Based VM Migration for QoS Improvement
• V2R Communication Protocol Based on Game Theory Inspired Clustering
• Connected Vehicles and Internet of Things
• Enabling high performance handover in IEEE 802.11p and LTE hybrid vehicular networks with SDN and MEC [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Performance Evaluation of Vehicular DTN Protocols for Anycast Vehicle-to-cloud Communications [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A Reinforcement Learning-Based Data Storage Scheme for Vehicular Ad Hoc Networks [DOI] [Web of Scientce]
• Content Distribution in VANETs Integrating LTE and IEEE 802.11p [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• HVC: A Hybrid Cloud Computing Framework in Vehicular Environments
• モバイルエッジコンピューティングへのマルチホップアクセス網の性能評価
• IEEE 802.11n無線LANのアップロードTCP通信におけるBufferbloat問題に対するアクセスポイントでの対応方式 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Resolving Bufferbloat in TCP Communication over IEEE 802.11n WLAN by Reducing MAC Retransmission Limit at Low Data Rate
• A Solution for Bufferbloat Problem in Upload TCP Communication over IEEE 802.11n WLAN Only by Modifying Access Point
• DTN-based Vehicular Cloud for Post-disaster Information Sharing [Web of Scientce]
• A TDMA/DCF Hybrid QoS Scheme for Ad Hoc Networks [DOI] [Web of Scientce]
• Multihop Data Delivery Virtualization for Green Decentralized IoT [DOI]
• Vehicular DTN as an Approach for Post-disaster Communication [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Combining two sequential algorithms for classification of intrusion detection system dataset
• A context-aware unified routing protocol for vehicular ad hoc networks [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Performance Anomaly in Download TCP Flows Over IEEE 802.11n Wireless LAN
• A Cooperative Forwarding Scheme for VANET Routing Protocols
• IBGP Solution by Combining Route Reflection And Shared Tree Based Multicast
• Reinforcement Learning-based Data Storage Scheme in Vehicular Ad Hoc Networks
• Experimental Analysis on Performance Anomaly for Download Data Transfer at IEEE 802.11n Wireless LAN
• How to Utilize Inter-flow Network Coding in VANETs: A Backbone Based Approach
• Crowdsensing and vehicle-based sensing [DOI]
• Resource Allocation and Layer Selection for Video Streaming over Highway Networks Using Scalable Video Coding
• Reinforcement learning-based parameter tuning for a broadcast protocol in VANETs
• Improving the Tor Traffic Distribution with Circuit Switching Method [Web of Scientce]
• Evaluating Tor Modified Switching Algorithm in the Emulation Environment [Web of Scientce]
• Context-aware Unified Routing for VANETs Based on Virtual Clustering [Web of Scientce]
• A Light-weight Content Distribution Scheme for Cooperative Caching in Telco-CDNs [DOI] [Web of Scientce]
• Accelerating BLAST Computation on an FPGA-enhanced PC Cluster [DOI] [Web of Scientce]
• Upper bounds on lifetime of three-dimensional UWB sensor networks of multi-source, multi-destination [DOI] [Web of Scientce]
• Toward Practical and Intelligent Routing in Vehicular Ad Hoc Networks [DOI] [Web of Scientce]
• Adaptive Multi-hop Broadcasting Considering Packet Payload Size [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Comparing TCP Congestion Control Algorithms Based on Passively Collected Packet Traces
• Efficient Broadcasting in VANETs Using Dynamic Backbone and Network Coding [DOI] [Web of Scientce]
• A routing protocol for VANETs with adaptive frame aggregation and packet size awareness [DOI]
• Reducing Congestion in the Tor Network with Circuit Switching
• A Packet Size-aware Multi-hop Broadcast Protocol for VANETs Based on Adaptive Redundancy
• Joint Fuzzy Relays and Network-Coding-Based Forwarding for Multihop Broadcasting in VANETs [DOI] [Web of Scientce]
• Inter-vehicle Communications: Research Challenges & Opportunities
• Design of EV Common Service Platform
• Combining Sequential Minimal Optimization and Naïve Bayes Algorithms for Accurate Data Classification
• Evaluation of Dynamic Circuit Switching to Reduce Congestion in Tor [Web of Scientce]
• Cloud on the road: an autonomic computing framework in vehicular environment
• An Intelligent Broadcast Protocol for VANETs Based on Transfer Learning [Web of Scientce]
• A Learning Approach for Traffic Offloading in Stochastic Heterogeneous Cellular Networks [Web of Scientce]
• A Routing Protocol for VANETs with Adaptive Frame Aggregation and Packet Size Awareness [Web of Scientce]
• Performance Evaluation of Time Slot Based QoS Aware Ad Hoc Network Scheme for CBR and TCP Flows [Web of Scientce]
• Can DTN Improve the Performance of Vehicle-to-roadside Communication? [Web of Scientce]
• Sequential Combination of Two Classifier Algorithms for Binary Classification to Improve the Accuracy [DOI] [Web of Scientce]
• Future Channel Utilization-Aware Routing for Cognitive Radio Ad Hoc Networks [DOI] [Web of Scientce]
• Packet Size-Aware Broadcasting in VANETs With Fuzzy Logic and RL-Based Parameter Adaptation [DOI] [Web of Scientce]
• Inferring TCP Congestion Control Algorithms by Correlating Congestion Window Sizes and their Differences
• A Distributed Dynamic Channel Assignment and Routing Framework for Cognitive Sensor Systems [DOI] [Web of Scientce]
• Coded packets over lossy links: A redundancy-based mechanism for reliable and fast data collection in sensor networks [DOI] [Web of Scientce]
• A Multi-hop Broadcast Protocol for VANETs Utilizing Backbone-based Forwarding and Network Coding [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• TCP Performance Problem on Timeout Retransmission Triggered by Bursty Packet Losses
• Inter-flow Network Coding for Unicast Routing Protocols in Vehicular Ad Hoc Networks [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Analyzing the Drawbacks of Node-Based Delays in Tor
• Experimental Analysis of TCP Behaviors against Bursty Packet Losses Caused by Transmission Interruption
• A Circuit Switching Method for Improving Congestion of Tor Network [DOI] [Web of Scientce]
• A MAC Protocol for Delay-sensitive VANET Applications With Self-learning Contention Scheme [Web of Scientce]
• Resolving bufferbloat problem in 802.11n WLAN by weakening MAC loss recovery for TCP stream [DOI]
• Joint MAC and Network Layer Control for VANET Broadcast Communications Considering End-to-end Latency [DOI] [Web of Scientce]
• Toward a Totally Distributed Flat Location Service for Vehicular Ad Hoc Networks [Web of Scientce]
• Providing Fast Broadcasting by Reserving Time Slots for Multi-hop Distance in VANETs [Web of Scientce]
• Greenly Offloading Traffic In Stochastic Heterogeneous Cellular Networks [Web of Scientce]
• Multi-hop Broadcasting in VANETs Integrating Intra-flow and Inter-flow Network Coding [Web of Scientce]
• A QoS Supporting Ad Hoc Network Protocol Combing Admission Based TDMA and 802.11 DCF [Web of Scientce]
• Multi-hop Broadcasting in WAVE Multi-channel Vehicular Networks: Single Transceiver Case [Web of Scientce]
• Making Inter-flow Network Coding Possible for Unicast Routing in VANETs [Web of Scientce]
• A VANET Routing Protocol Considering MAC Efficiency
• Practical Solution for Broadcasting in VANETs Using Neighbor Information [DOI] [Web of Scientce]
• Flexible, Portable, and Practicable Solution for Routing in VANETs: A Fuzzy Constraint Q-Learning Approach [DOI] [Web of Scientce]
• Improving VANET unicast routing protocols by using cooperative relays and network coding
• A low latency path diversity mechanism for sender-oriented broadcast protocols in VANETs [DOI]
• Optimization of Area Splitting To Minimize OSPF LSA Exchange
• Practical Solution for Broadcasting in VANETs using Neighbor Information
• Network Coding Assisted Cooperative Relay Scheme for Sender-oriented Broadcast in VANETs [Web of Scientce]
• Joint MAC network layer broadcast protocol for vehicular ad hoc networks [DOI]
• A Loss-tolerant Scheme for Unicast Routing in VANETs using Network Coding [Web of Scientce]
• Data Dissemination with Dynamic Backbone Selection in Vehicular Ad Hoc Networks [Web of Scientce]
• Can We Generate Efficient Routes by Using Only Beacons? Backbone Routing in VANETs [Web of Scientce]
• Effectiveness of Performance Flag Selection for Enhancing Tor Circuits [Web of Scientce]
• An Improvement of OLSR Using Fuzzy Logic Based MPR selection [Web of Scientce]
• A routing protocol for cognitive radio ad hoc networks giving consideration to future channel assignment [DOI]
• A reliable and flexible data gathering protocol for battery limited wireless sensor networks [DOI]
• VANET Broadcast Protocol Based on Fuzzy Logic and Lightweight Retransmission Mechanism [DOI] [Web of Scientce]
• Reliable and Efficient Data Dissemination protocol in VANETs [Web of Scientce]
• An adaptive redundancy-based mechanism for fast and reliable data collection in WSNs [DOI] [Web of Scientce]
• Dynamic channel assignment and routing for cognitive sensor networks [DOI]
• How to Broadcast Efficiently in Vehicular Ad Hoc Networks Without GPS [Web of Scientce]
• Routing in VANETs: A Fuzzy Constraint Q-Learning Approach [Web of Scientce]
• A dynamic route change mechanism for mobile ad hoc networks
• A Broadcast Path Diversity Mechanism for Delay Sensitive VANET Safety Applications
• Fuzzy One-phase Pull Diffusion for WSNs in Fading Channel [Web of Scientce]
• Learning route from beaconing and interest dissemination in vehicular sensor networks [DOI]
• A broadcast path diversity mechanism for delay sensitive VANET safety applications [DOI]
• OFA: Opportunistic forwarding and acknowledgement for vehicular ad hoc networks [DOI]
• Distributed Reinforcement Learning Approach for Vehicular Ad Hoc Networks [DOI] [Web of Scientce]
• A Novel Multi-hop Broadcast Protocol for Vehicular Safety Applications [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A Novel Multi-hop Broadcast Protocol for Vehicular Safety Applications [DOI] [CiNii Research (CiNii Articles)]
• Fuzzy logic based multi-hop broadcast for high-density vehicular ad hoc networks [DOI]
• Movement Aware Routing for VANETs
• A MANET protocol considering link stability and bandwidth efficiency [DOI]
• An Enhanced Reinforcement Routing Protocol for Inter-vehicular Unicast Application

その他業績

• 多段階情報処理システムにおけるVM移動制御への深層強化学習の適用 [J-GLOBAL]
• 多段階情報処理システムの端末位置に応じた最適VM移動制御法の提案 [J-GLOBAL]
• オンデバイス階層連合学習フレームワークの性能解析 [J-GLOBAL]
• マスクされたオートエンコーダによるセマンティック通信:画像伝送の効率を向上 [J-GLOBAL]
• 連合学習における知識蒸留と転移学習によるUAVネットワークに対する通信効率の強化 [J-GLOBAL]
• 多段階情報処理システムにおける品質の保証と最大化を両立するVM移動制御 [DOI] [DBLP] [J-GLOBAL] [Othres link] [Othres link]
• メタネットワーキング:多面的知識による情報密度の強化でシャノン限界を突破する [J-GLOBAL]
• 協調型エッジコンピューティングとフェデレーテッド・ラーニングを用いたインテリジェント車両IoTシステム [J-GLOBAL]
• フェデレーテッドラーニングを用いた自動運転手法 [J-GLOBAL]
• 多段階情報処理システムにおけるエッジ・ピアサーバによる処理進捗度向上のための分散型タスクオフロード及びスケジューリング [J-GLOBAL]
• エッジコンピューティングとブロックチェーンを用いた著作権管理システム [J-GLOBAL]
• モバイル分散協調キャッシュにおけるマルチホップD2D通信の活用 [J-GLOBAL]
• 多段階情報処理システムにおける最適な投機的VM移動準備法 [J-GLOBAL]
• 色タグ情報に基づく分散協調キャッシュおよびチャンク分割キャッシュ制御のプロトタイプの実装 (コンピュータシステム) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• アクセス変動予測を用いた分散協調キャッシュ制御 (コンピュータシステム) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A Reinforcement Learning-based Data Storage Scheme for VANETs (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• マルチノードFPGAによるストリームデータ分散結合処理 [CiNii Research (CiNii Articles)] [Othres link]
• インタークラウドを活用した自動災害復旧システム (コンピュータシステム) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 動画の人気変動に追従する異種キャッシュ混在ネットワークの検討 (コンピュータシステム) -- (組込み技術とネットワークに関するワークショップETNET2016) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Design and Evaluation of Low-Latency Handshake Join on FPGA (コンピュータシステム) -- (組込み技術とネットワークに関するワークショップETNET2016) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-3-13 Analyzing the Traffic Correlation-Based Attacks on Tor(BS-3. Advanced Networking Technologies for Innovative Information Networks) [CiNii Research (CiNii Articles)] [CiNii Books]
• B-11-23 Storing data in VANETs [CiNii Research (CiNii Articles)] [CiNii Books]
• Performance comparison between a hybrid DCF/TDMA QoS scheme and the pure TDMA approach (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• IEEE802.11n無線LANにおけるTCPダウンロード通信のパフォーマンスアノマリーの実験的解析 (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Improving Traffic Load Distribution for Tor Network (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• IEEE 802.11nアクセスポイントにおけるMAC再送の制限によるTCP通信のBufferfloat問題の改善 (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• IEEE802.11n無線LANのダウンロードデータ転送におけるパフォーマンスアノマリーに関する実験的考察 (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-6-18 Improving Tor Performance with Dynamic Circuit Switching(BS-6.Network and service Design, Control and Management) [CiNii Research (CiNii Articles)] [CiNii Books]
• BS-6-15 Improving Computation Capability of Vehicles with Autonomous Cloud Computing Framework(BS-6.Network and service Design, Control and Management) [CiNii Research (CiNii Articles)] [CiNii Books]
• B-18-6 Providing collision-free access for QoS flows in ad hoc networks [CiNii Research (CiNii Articles)] [CiNii Books]
• An Efficient Time Slot Allocation Scheme for QoS flows in Ad Hoc Networks (スマートファシリティ研究会・スマートグリッド、スマートシティ/スマートコミュニティに関する技術動向) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• An Efficient Time Slot Allocation Scheme for QoS flows in Ad Hoc Networks (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Inter-vehicle Communications : Research Challenges & Opportunities (無線通信システム) -- (特集セッション 将来無線通信に適した無線アクセス及びネットワーク技術) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-3-7 Improving Tor Network Throughput by the Circuit Switching(BS-3. Advanced Technologies in the Design, Management and Control for Future Innovative Communication Network) [CiNii Research (CiNii Articles)] [CiNii Books]
• B-11-19 Multihop Ad-hoc Networking for Smart Garage : Experiment and Results [CiNii Research (CiNii Articles)] [CiNii Books]
• Cloud on the road : an autonomic computing framework in vehicular environment (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Common Service Platform for Electric Vehicles (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Consideration on iOS TCP Performance Problem at Busty Packet Losses (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A Routing Protocol for Drive-thru Internet Access in Delay Tolerant Vehicular Ad Hoc Networks (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Performance Evaluation of QoS Supporting Ad Hoc Scheme Combining TDMA and 802.11 DCF (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A Design of Circuit Switching Method for Reducing Congestion in the Tor Network (ネットワークシステム) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 輻輳ウィンドウとその増加値の対応関係と減少パラメータの推定によるTCP輻輳制御方式の特徴付け (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• B-11-10 A Multi-hop Broadcast Protocol for WAVE Multi-channel Single-radio Vehicular Networks [CiNii Research (CiNii Articles)] [CiNii Books]
• BS-6-19 Measuring output buffer utilization for Interactive Users in Tor(BS-6.Network and service Design, Control and Management) [CiNii Research (CiNii Articles)] [CiNii Books]
• A Study on QoS Support in Ad Hoc Networks Using TDMA and 802.11 DCF (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-1-15 Towards Improving Congestion Control in Tor(BS-1. Future Network Technologies for Advanced Information and Communications Society) [CiNii Research (CiNii Articles)] [CiNii Books]
• B-11-18 A Cross Layer Approach for Multi-hop Broadcasting in VANETs with Reserved Time Slots [CiNii Research (CiNii Articles)] [CiNii Books]
• Behavior Analysis of Different TCP Implementations under Burst Error Environment (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• An Evaluation of Node-Based Delays in the Tor Network (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• The Effect of Node-Based Delays on Tor Performance (ネットワークシステム) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Improving VANET unicast routing protocols by using network coding and cooperative relays (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• IEEE 802.11n無線LAN上のTCP通信における大幅なレート変更時の遅延増加の改善手法 (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-7-10 A Backbone-based Multi-hop Broadcast Protocol for VANETs [CiNii Research (CiNii Articles)] [CiNii Books]
• A Fuzzy Inference Intelligent Routing Protocol for Vehicular Ad Hoc Networks (知的環境とセンサネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• An Implementation-friendly Broadcast Protocol for VANETs Utilizing Neighbor Information (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A MAC protocol to improve QoS in VANETs using contention window adjustment (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• B-6-59 An Implementation-friendly Multi-hop Broadcast Protocol for VANETs [CiNii Research (CiNii Articles)] [CiNii Books]
• Improving OLSR for highly mobile and lossy networks (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Fuzzy logic based MPR selection for OLSR (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• B-6-18 A Redundant Transmission Mechanism for WSNs [CiNii Research (CiNii Articles)] [CiNii Books]
• Fast and reliable data collection in WSNs with adaptive redundant transmission (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A VANET routing protocol with full utilization of opportunism [CiNii Research (CiNii Articles)] [CiNii Books]
• A PU Aware Route Discovery Approach for Cognitive Ad Hoc Networks (アドホックネットワーク) [CiNii Research (CiNii Articles)] [Othres link]
• B-6-14 A Primary User Aware Routing Protocol for Cognitive CSMA/CA Ad Hoc Networks [CiNii Research (CiNii Articles)] [CiNii Books]
• A PU Aware Route Discovery Approach for Cognitive Ad Hoc Networks [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A PU Aware Route Discovery Approach for Cognitive Ad Hoc Networks [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Detailed Analysis of iPad2 TCP Behaviours (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 奨励講演 Joint Retransmission and Relay Node Selection Scheme for Multi-hop Broadcast in VANETs (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A study on TCP performance of android tablet devices (コミュニケーションクオリティ) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• BS-6-40 A Lightweight Approach for Reliable Broadcast in VANETs(BS-6. Planning, Control and Management on Networks and Services) [CiNii Research (CiNii Articles)] [CiNii Books]
• Performance analysis of iPad TCP communications (情報ネットワーク) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 高密度環境を考慮した運転支援のためのマルチホップブロードキャストプロトコル [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 高密度環境を考慮した運転支援のためのマルチホップブロードキャストプロトコル (放送方式・コンシューマエレクトロニクス) [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• B-6-4 ENHANCING AODV ROUTING PROTOCOL USING Q-LEARNING [CiNii Research (CiNii Articles)] [CiNii Books]

講演・口頭発表等

• Semantic Communication with Masked Autoencoders: Enhancing Efficiency in Image Transmission
• Performance Analysis of On-device Hierarchical Federated Learning Frameworks
• Enhancing Communication Efficiency for UAV Networks through Knowledge Distillation and Transfer Learning in Federated Learning
• 多段階情報処理システムにおける品質の保証と最大化を両立するVM移動制御
• メタネットワーキング：多面的知識による情報密度の強化でシャノン限界を突破する
• 協調型エッジコンピューティングとフェデレーテッド・ラーニングを用いた車両IoTシステム
• Empowering Federated Learning in Vehicular IoT
• Fuzzy Logic-based Client Selection for Federated Learning in Vehicular IoT
• Toward Efficient Federated Learning for Internet of Vehicles
• Federated Learning for Internet of Vehicles
• Federated Learning for Vehicular Internet of Things
• A UAV-empowered Routing Protocol for Federated Learning in Delay Tolerant Environments
• Deep Reinforcement Learning Based Mode Selection for Coexistence of D2D-Unlicensed and Wi-Fi
• A Distributed Computation Offloading Strategy for Edge Computing based on Deep Reinforcement Learning
• Load balancing method using reinforcement learning between edge and cloud
• Computational intelligence meets vehicular edge computing
• Greenhouse temperature control based on fuzzy logic and image processing
• Vehicular IoT with Collaborative Intelligence
• Collaborative Intelligence for Internet of Vehicles
• FPGAを用いたデータベースクエリ処理の高速化
• Performance Analysis of D2D-Unlicensed Communications with Mode Selection
• Development of a crop monitoring system using edge computing
• 分散協調キャッシュサーバ処理のFPGAオフロード
• Predicting Vehicle Speed with Convolutional Neural Networks
• 視覚数理モデルシミュレーションの高速化と錯視画像の探索
• モバイル分散・協調キャッシュにおける事前プッシュ配信による通信量削減
• FPGAを用いたストリームデータ集約演算のウィンドウサイズ拡大
• ホップバイホップデータ転送を用いたマルチホップ通信の改善
• Traffic Big Data Assisted V2X Communications
• Big Data Assisted Broadcast in VANETs
• Virtual Edge: A Method to Edge Selection for Task Offloading in VANETs
• Empowering Vehicular Networks with Computational Intelligence
• A Vehicular DTN Routing Protocol with Enhanced Buffer Management Policy
• マルチノードFPGAを用いた低遅延ストリームデータ結合処理
• モバイルデバイスの分散キャッシュネットワークにおける軽量・高効率なコンテンツ配置の実現
• A Prophet-based DTN protocol for VANETs
• [Invited Talk] Mobile Edge Computing in Vehicular Environment -- Multi-Access Framework and Task Scheduling --
• [Invited Talk] Computational Intelligence for Vehicular Internet of Things
• モバイルエッジコンピューティングにおけるQoS最適VM移動制御
• Evaluation on performance gain of an SDN-based handover approach in IEEE 802.11p and LTE hybrid vehicular networks
• An Openflow-based Management Framework for Sensor and Actuator Networks
• Efficient Content Delivery in Vehicular Networks with Sub-6 GHz and mmWave
• ［ポスター講演］軽量チャンク分割制御を組み合わせた分散協調キャッシュ制御手法
• ［技術展示］色タグ情報に基づく分散協調キャッシュおよびチャンク分割キャッシュ制御のプロトタイプの実装
• HVC: A Hybrid Cloud Computing Framework in Vehicular Environment
• Performance Evaluation of Vehicular DTN Protocols for Anycast Vehicle-to-cloud Communications
• Enabling high performance handover in IEEE 802.11p and LTE hybrid vehicular networks with SDN and MEC
• アクセス変動予測を用いた分散協調キャッシュ制御
• Content Distribution in VANETs Integrating LTE and IEEE 802.11p
• モバイルエッジコンピューティングへのマルチホップアクセス網の性能評価
• デバイス間通信を活用する分散協調キャッシュ機構の提案
• 車両アドホックネットワーク：研究動向と課題
• A Reinforcement Learning-based Data Storage Scheme for VANETs
• Performance evaluation of RPL-based sensor data collection in challenging IoT environment
• 車両アドホックネットワーク：研究動向と課題
• Vehicular DTN as an Approach for Post-disaster Communication
• Provision of QoS in ad hoc networks using TDMA and DCF
• A Basic Evaluation of Active Timing Correlation Attacks on Tor
• Ant Colony Optimization-based Scheduling for Offloading in Mobile Edge Computing
• Emulation evaluations of Tor Schedulers with Active Circuit Switching
• インタークラウドを活用した自動災害復旧システム
• ネットワーク内キャッシュによるISPネットワーク通信電力の削減
• A context-aware unified routing protocol for vehicular ad hoc networks
• Design Evaluation of Low-Latency Handshake Join on FPGA
• 動画の人気変動に追従する異種キャッシュ混在ネットワークの検討
• Analyzing the Traffic Correlation-Based Attacks on Tor
• Storing data in VANETs
• データストリーム集約演算HWの並列化
• Reinforcement learning-based parameter tuning for a broadcast protocol in VANETs
• Resource Allocation and Layer Selection for Video Streaming over Highway Networks Using Scalable Video Coding
• Performance comparison between a hybrid DCF/TDMA QoS scheme and the pure TDMA approach
• IEEE802.11n無線LANにおけるTCPダウンロード通信のパフォーマンスアノマリーの実験的解析
• Adaptive Multi-hop Broadcasting Considering Packet Payload Size
• Improving Traffic Load Distribution for Tor Network
• IEEE802.11n無線LANのダウンロードデータ転送におけるパフォーマンスアノマリーに関する実験的考察
• IEEE 802.11nアクセスポイントにおけるMAC再送の制限によるTCP通信のBufferfloat問題の改善
• An Efficient Time Slot Allocation Scheme for QoS flows in Ad Hoc Networks
• 車車間通信：研究課題と将来応用
• Multihop Ad-hoc Networking for Smart Garage: Experiment and Results
• Towards Improving Congestion Control in Tor
• A Routing Protocol for Drive-thru Internet Access in Delay Tolerant Vehicular Ad Hoc Networks
• Performance Evaluation of QoS Supporting Ad Hoc Scheme Combing TDMA and 802.11 DCF
• Consideration on iOS TCP Performance Problem at Busty Packet Losses
• Cloud on the road: an autonomic computing framework in vehicular environment
• Common Service Platform for Electric Vehicles
• A Design of Circuit Switching Method for Reducing Congestion in the Tor Network
• 輻輳ウィンドウとその増加値の対応関係と減少パラメータの推定によるTCP輻輳制御方式の特徴付け
• A Multi-hop Broadcast Protocol for WAVE Multi-channel Single-radio Vehicular Networks
• Measuring output buffer utilization for Interactive Users in Tor
• A Study on QoS Support in Ad Hoc Networks Using TDMA and 802.11 DCF
• A Multi-hop Broadcast Protocol for VANETs Utilizing Backbone-based Forwarding and Network Coding
• Inter-flow Network Coding for Unicast Routing Protocols in Vehicular Ad Hoc Networks
• A Cross Layer Approach for Multi-hop Broadcasting in VANETs with Reserved Time Slots
• Towards Improving Congestion Control in Tor
• An Evaluation of Node-Based Delays in Tor Network
• Behavior Analysis of Different TCP Implementations under Burst Error Environment
• A VANET Routing Protocol Considering MAC Efficiency
• The Effect of Node-Based Delays on Tor Performance
• Improving VANET unicast routing protocols by using network coding and cooperative relays
• IEEE 802.11n無線LAN上のTCP通信における大幅なレート変更時の遅延増加の改善手法
• A Backbone-based Multi-hop Broadcast Protocol for VANETs
• An Implementation-friendly Broadcast Protocol for VANETs Utilizing Neighbor Information
• A Fuzzy Inference Intelligent Routing Protocol for Vehicular Ad Hoc Networks
• A MAC protocol to improve QoS in VANETs using contention window adjustment
• An Implementation-friendly Multi-hop Broadcast Protocol for VANETs
• Improving OLSR for highly mobile and lossy networks
• A Redundant Transmission Mechanism for WSNs
• Fuzzy logic based MPR selection for OLSR
• Fast and reliable data collection in WSNs with adaptive redundant transmission
• A VANET routing protocol with full utilization of opportunism
• A PU Aware Route Discovery Approach for Cognitive Ad Hoc Networks
• A Primary User Aware Routing Protocol for Cognitive CSMA/CA Ad Hoc Networks
• Detailed Analysis of iPad2 TCP Behaviours
• Joint Retransmission and Relay Node Selection Scheme for Multi-hop Broadcast in VANETs
• A Study on TCP Performance of Android Tablet Devices
• A Lightweight Approach for Reliable Broadcast in VANETs
• Improvement of One-phase Pull Diffusion Using Fuzzy Logic
• Performance analysis of iPad TCP communications
• 高密度環境を考慮した運転支援のためのマルチホップブロードキャストプロトコル
• Enhancing AODV Routing Protocol Using Q-Learning

書籍等出版物

• Fuzzy Logic - Emerging Technologies and Applications

作品等

共同研究・競争的資金等の研究課題

• 大規模分散システムにおける自律制御と安全性確保に関する研究
• 偏在計算資源の活用による巨大モデルに対する連合学習・連合アンラーニング技術の確立
• 無線LANを用いた車載APの広域被覆配置による広域高速大容量通信
• ファジィ強化学習を用いた車両ネットワーク通信プロトコルの設計と実証実験

メディア報道

産業財産権

• モデル学習方法、モデル学習プログラム、モデル学習システム、認識装置、及び認識プログラム
• マルチホップアドホックネットワークにおける複数のTCPセッションを利用した通信方式

所属学協会

• 日本神経回路学会
• IEICE
• IEEE
• IPSJ

委員歴

担当経験のある科目

• 論理回路学
• MICS実験第二
• コンピュータ設計論
• ネットワークコンピューティング特論
• 論理回路学
• 現代の情報技術
• Logical Circuits
• MICS実験第二
• 現代の情報技術
• 現代の情報技術
• Graduate Technical English
• 大学院技術英語
• Logic Circuit Design
• 論理設計学
• Elements of Information Network Systems 2
• 情報ネットワーク学基礎 2

社会貢献活動

学術貢献活動

• 専門委員
• IEEE VTS YP/Student Event at VTC2023-Fall