RISを用いた無線通信環境の自己最適化

研究課題

体系的番号	JPMJPR21P3
DOI	https://doi.org/10.52926/JPMJPR21P3
研究代表者	太田香室蘭工業大学, 大学院工学研究科, 准教授
研究期間 (年度)	2021 – 2024
概要	超高速無線通信の実現にミリ波の利用が期待される一方で、障害物に弱く電波環境に依存することがネックになっています。本研究ではReconfigurable Intelligent Surface（RIS）と呼ばれる特殊な反射板をもとに無線通信環境を制御する基盤技術を研究開発します。RISの導入により発生する環境ノイズの増加や通信経路の複雑性などの多様な課題に取り組み、ミリ波の屋内活用を目指します。
研究領域	社会変革に向けたICT基盤強化

主な研究成果
(28件)

すべて 2024

すべて雑誌論文 (28件) (国際共著 20件、査読あり 28件)

[雑誌論文] Performance Evaluation of Self-similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach2024
- 著者名
  Ran Zhang, Ning Liu, Lei Liu, Mianxiong Dong, Kaoru Ota, Zhongmin Yan
- 雑誌名
  
  IEEE Transactions on Cognitive Communications and Networking
  
  巻: 10 号: 2 ページ: 510-525
- 査読あり / 国際共著
[雑誌論文] Single-Cell Multiuser Computation Offloading in Dynamic Pricing-Aided Mobile Edge Computing2024
- 著者名
  13. Ming Tao, Xueqiang Li, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Computational Social Systems
  
  巻: 11 号: 2 ページ: 3004-3014
- 査読あり / 国際共著
[雑誌論文] Task Offloading for IoAV under Extreme Weather Conditions Using Dynamic Price Driven Double Broad Reinforcement Learning2024
- 著者名
  Xiting Peng, Shun Song, Xiaoyu Zhang, Mianxiong Dong, Kaoru Ota
- 雑誌名
  
  IEEE Internet of Things Journal
  
  巻: 11 号: 10 ページ: 17021-17033
- 査読あり / 国際共著
[雑誌論文] DMA-Assisted I/O for Persistent Memory2024
- 著者名
  Dingding Li, Weijie Zhang, Mianxiong Dong, Kaoru Ota
- 雑誌名
  
  IEEE Transactions on Parallel and Distributed Systems
  
  巻: 35 号: 5 ページ: 829-843
- 査読あり / 国際共著
[雑誌論文] Generative Inference of Large Language Models in Intelligence Edge Computing: An Energy Efficient Approach2024
- 著者名
  Xingyu Yuan, He Li, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  The 20th International Wireless Communications & Mobile Computing Conference
- 査読あり
[雑誌論文] Multi-Agent Reinforcement Learning-Based Trading Decision-Making in Platooning-Assisted Vehicular Networks2024
- 著者名
  Tingting Xiao, Chen Chen, Mianxiong Dong, Kaoru Ota, Lei Liu, Schahram Dustdar
- 雑誌名
  
  IEEE/ACM Transactions on Networking (TON)
  
  巻: 32 号: 3 ページ: 2143-2158
- 査読あり / 国際共著
[雑誌論文] Efficient Designated Verifier Signature for Secure Cross-Chain Health Data Sharing in BIoMT2024
- 著者名
  Chaoyang Li, Bohao Jiang, Mianxiong Dong, Yuling Chen, Zhifeng Zhang, Xiangjun Xin, Kaoru Ota
- 雑誌名
  
  IEEE Internet of Things Journal
  
  巻: 11 号: 11 ページ: 19838-19851
- 査読あり / 国際共著
[雑誌論文] Two-Hop Packet Scheduling, Resource Allocation, and UAV Trajectory Design for Internet of Remote Things in Air-Ground Integrated Network2024
- 著者名
  Shichao Li, Zhiqiang Yu, Mianxiong Dong, Kaoru Ota, Hongbin Chen, Ning Zhang, Chao Yang
- 雑誌名
  
  IEEE Internet of Things Journal
  
  巻: 11 号: 15 ページ: 26160-26172
- 査読あり / 国際共著
[雑誌論文] What Are the Points of Concern for Players about VR Games: An Empirical Study based on User Reviews in Different Languages2024
- 著者名
  Jiong Dong, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  Games: Research and Practice (ACM)
  
  巻: 2 号: 4 ページ: 29
- 査読あり
[雑誌論文] Privacy-Preserving for Blockchain-Enabled Cold-Chain Logistics System with IoV and Linkable Ring Signature2024
- 著者名
  Yang Zhang, Yu Tang, Chaoyang Li, Mianxiong Dong, Min Huang, Hua Zhang, Kaoru Ota
- 雑誌名
  
  IEEE Transactions on Vehicular Technology (TVT)
  
  巻: 73 号: 9 ページ: 12585-12596
- 査読あり / 国際共著
[雑誌論文] Multi-RIS Deployment Location Optimization for Coverage Enhancement in Outdoor Wireless Communication Networks2024
- 著者名
  Yuyin Ma, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Vehicular Technology (TVT)
  
  巻: 73 号: 10 ページ: 15332-15344
- 査読あり
[雑誌論文] "Joint Computation Offloading and Multi-Dimensional Resource Allocation in Air-Ground Integrated Vehicular Edge Computing Network2024
- 著者名
  Shichao Li, Laha Ale, Hongbin Chen, Fangqing Tan, Tony Q. S. Quek, Ning Zhang, Mianxiong Dong, Kaoru Ota
- 雑誌名
  
  IEEE Internet of Things Journal
  
  巻: 11 号: 20 ページ: 32687-32700
- 査読あり / 国際共著
[雑誌論文] RIS-Enabled Integrated Sensing, Computing, and Communication for Internet of Robotic Things2024
- 著者名
  Jiale Shu, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Internet of Things Journal
  
  巻: 11 号: 20 ページ: 32503-32513
- 査読あり
[雑誌論文] Efficient Online Resource Management in MEC: A Chance-Constrained Approach for Handling Uncertain Demands2024
- 著者名
  Kailin Wang, Xun Shao, Heli Zhang, Kaoru Ota, Xi Li, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Vehicular Technology (TVT)
  
  巻: 73 号: 11 ページ: 16711-16724
- 査読あり / 国際共著
[雑誌論文] Optimizing Resource Allocation and Request Routing for AI-Generated Content (AIGC) Services in Mobile Edge Networks with Cell Coupling2024
- 著者名
  Tao Deng, Dongyu Chen, Juncheng Jia, Mianxiong Dong, Kaoru Ota, Zhanwei Yu, Di Yuan
- 雑誌名
  
  IEEE Transactions on Vehicular Technology (TVT)
  
  巻: 73 号: 11 ページ: 17911-17916
- 査読あり / 国際共著
[雑誌論文] Profit-Maximizing Service Function Chain Embedding in NFV-Based 5G Core Networks2024
- 著者名
  Zhenke Chen, He Li, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Network Science and Engineering (TNSE)
  
  巻: 11 号: 6 ページ: 6105-6117
- 査読あり
[雑誌論文] Resource Allocation in Blockchain Integration of UAV-Enabled MEC Networks: A Stackelberg Differential Game Approach2024
- 著者名
  Die Wang, Yunjian Jia, Liang Liang, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Services Computing (TSC)
  
  巻: 17 号: 6 ページ: 4197-4210
- 査読あり / 国際共著
[雑誌論文] User Experience of Different Groups in Social VR Applications: An Empirical Study Based on User Reviews2024
- 著者名
  Jiong Dong, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Transactions on Computational Social Systems (TCSS)
  
  巻: 11 号: 6 ページ: 7133-7145
- 査読あり
[雑誌論文] AI-Centric D2D in 6G Networks2024
- 著者名
  Jianwen Xu, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE Networking Letters
  
  巻: 6 号: 4 ページ: 257-261
- 査読あり
[雑誌論文] Federal Knowledge Graph Embedding Based on Incentive Mechanism2024
- 著者名
  Lijun Chen, Yudong Zhang, Xia Xie, Mianxiong Dong, Kaoru Ota
- 雑誌名
  
  The 20th IFIP International Conference on Network and Parallel Computing (NPC 2024)
- 査読あり / 国際共著
[雑誌論文] Intelligent Telemetry: P4-Driven Network Telemetry and Business Intelligence Aviation Platform2024
- 著者名
  Jing Gao, Fanqin Zhou, Mianxiong Dong, Lei Feng, Kaoru Ota, Zijian Li, Jiawei Fan
- 雑誌名
  
  The 20th IFIP International Conference on Network and Parallel Computing (NPC 2024)
- 査読あり / 国際共著
[雑誌論文] TaxiGuider: Pick-Up Service Recommendation via Multiple Spatial-Temporal Trajectories2024
- 著者名
  Zhipeng Zhang, Mianxiong Dong, Kaoru Ota, Yao Zhang, Yonggong Ren
- 雑誌名
  
  IEEE Transactions on Services Computing (TSC)
  
  巻: 18 号: 1 ページ: 453-466
- 査読あり / 国際共著
[雑誌論文] One-Shot Reference-based Structure-Aware Image to Sketch Synthesis2024
- 著者名
  Rui Yang, Honghong Yang, Li Zhao, Qin Lei, Mianxiong Dong, Kaoru Ota, Xiaojun Wu
- 雑誌名
  
  The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2025)
- 査読あり / 国際共著
[雑誌論文] Quantum-Safe Identity-Based Designated Verifier Signature for BIoMT2024
- 著者名
  Chaoyang Li, Yuling Chen, Mianxiong Dong, Jian Li, Min Huang, Xiangjun Xin, Kaoru Ota
- 雑誌名
  
  Journal of Systems Architecture (Elsevier)
  
  巻: 160 ページ: 103362
- 査読あり / 国際共著
[雑誌論文] Semantic Layout-Guided Diffusion Model for High-Fidelity Image Synthesis in ‘The Thousand Li of Rivers and Mountains’2024
- 著者名
  Rui Yang, Kaoru Ota, Mianxiong Dong, Xiaojun Wu
- 雑誌名
  
  Expert Systems with Applications (Elsevier)
  
  巻: 263 ページ: 125645
- 査読あり / 国際共著
[雑誌論文] Detection of Collusive Interest Flooding Attacks on Named Data Networks Based on Word Extraction for Time Series Classification2024
- 著者名
  Ying Huang, Rui Hou, Guanglin Xing, Mianxiong Dong, Kaoru Ota, Deze Zeng
- 雑誌名
  
  IEEE Network
  
  巻: 39 号: 2 ページ: 201-208
- 査読あり / 国際共著
[雑誌論文] Faithful Crack Image Synthesis from Evolutionary Pixel-Level Annotations via Latent Semantic Diffusion Model2024
- 著者名
  Qin Lei, Jiang Zhong, Mianxiong Dong, Kaoru Ota
- 雑誌名
  
  Expert Systems with Applications (Elsevier)
  
  巻: 275 ページ: 126986
- 査読あり / 国際共著
[雑誌論文] GFLLM: Federated Learning in Large Language Models with Optimized Group Aggregation2024
- 著者名
  Hui Chen, Kaoru Ota, Mianxiong Dong
- 雑誌名
  
  IEEE International Conference on Communications (ICC 2025)
- 査読あり

RISを用いた無線通信環境の自己最適化

研究代表者

太田 香 室蘭工業大学, 大学院工学研究科, 准教授

主な研究成果

[雑誌論文] Performance Evaluation of Self-similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach2024

著者名

雑誌名

[雑誌論文] Single-Cell Multiuser Computation Offloading in Dynamic Pricing-Aided Mobile Edge Computing2024

著者名

雑誌名

[雑誌論文] Task Offloading for IoAV under Extreme Weather Conditions Using Dynamic Price Driven Double Broad Reinforcement Learning2024

著者名

雑誌名

[雑誌論文] DMA-Assisted I/O for Persistent Memory2024

著者名

雑誌名

[雑誌論文] Generative Inference of Large Language Models in Intelligence Edge Computing: An Energy Efficient Approach2024

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雑誌名

[雑誌論文] Multi-Agent Reinforcement Learning-Based Trading Decision-Making in Platooning-Assisted Vehicular Networks2024

著者名

雑誌名

[雑誌論文] Efficient Designated Verifier Signature for Secure Cross-Chain Health Data Sharing in BIoMT2024

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[雑誌論文] Two-Hop Packet Scheduling, Resource Allocation, and UAV Trajectory Design for Internet of Remote Things in Air-Ground Integrated Network2024

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雑誌名

[雑誌論文] What Are the Points of Concern for Players about VR Games: An Empirical Study based on User Reviews in Different Languages2024

著者名

雑誌名

[雑誌論文] Privacy-Preserving for Blockchain-Enabled Cold-Chain Logistics System with IoV and Linkable Ring Signature2024

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[雑誌論文] Multi-RIS Deployment Location Optimization for Coverage Enhancement in Outdoor Wireless Communication Networks2024

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雑誌名

[雑誌論文] "Joint Computation Offloading and Multi-Dimensional Resource Allocation in Air-Ground Integrated Vehicular Edge Computing Network2024

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[雑誌論文] RIS-Enabled Integrated Sensing, Computing, and Communication for Internet of Robotic Things2024

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雑誌名

[雑誌論文] Efficient Online Resource Management in MEC: A Chance-Constrained Approach for Handling Uncertain Demands2024

著者名

雑誌名

[雑誌論文] Optimizing Resource Allocation and Request Routing for AI-Generated Content (AIGC) Services in Mobile Edge Networks with Cell Coupling2024

著者名

雑誌名

[雑誌論文] Profit-Maximizing Service Function Chain Embedding in NFV-Based 5G Core Networks2024

著者名

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[雑誌論文] Resource Allocation in Blockchain Integration of UAV-Enabled MEC Networks: A Stackelberg Differential Game Approach2024

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[雑誌論文] User Experience of Different Groups in Social VR Applications: An Empirical Study Based on User Reviews2024

著者名

雑誌名

[雑誌論文] AI-Centric D2D in 6G Networks2024

著者名

雑誌名

[雑誌論文] Federal Knowledge Graph Embedding Based on Incentive Mechanism2024

著者名

雑誌名

[雑誌論文] Intelligent Telemetry: P4-Driven Network Telemetry and Business Intelligence Aviation Platform2024

著者名

雑誌名

[雑誌論文] TaxiGuider: Pick-Up Service Recommendation via Multiple Spatial-Temporal Trajectories2024

著者名

雑誌名

[雑誌論文] One-Shot Reference-based Structure-Aware Image to Sketch Synthesis2024

著者名

雑誌名

[雑誌論文] Quantum-Safe Identity-Based Designated Verifier Signature for BIoMT2024

著者名

雑誌名

[雑誌論文] Semantic Layout-Guided Diffusion Model for High-Fidelity Image Synthesis in ‘The Thousand Li of Rivers and Mountains’2024

著者名

雑誌名

[雑誌論文] Detection of Collusive Interest Flooding Attacks on Named Data Networks Based on Word Extraction for Time Series Classification2024

太田香室蘭工業大学, 大学院工学研究科, 准教授