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Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey 在非集中式设备上释放持续学习的力量：一项调查
IEEE Communications Surveys & Tutorials
Pub Date : 2025-05-09 DOI: 10.1109/comst.2025.3568279
Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li
{"title":"Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey","authors":"Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li","doi":"10.1109/comst.2025.3568279","DOIUrl":"https://doi.org/10.1109/comst.2025.3568279","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Survey on Intelligent Predictive Maintenance (IPdM) in the Era of Fully Connected Intelligence 全连接智能时代的智能预测性维护（IPdM）研究
IEEE Communications Surveys & Tutorials
Pub Date : 2025-05-07 DOI: 10.1109/comst.2025.3567802
Tianwen Zhu, Yongyi Ran, Xin Zhou, Yonggang Wen
{"title":"A Survey on Intelligent Predictive Maintenance (IPdM) in the Era of Fully Connected Intelligence","authors":"Tianwen Zhu, Yongyi Ran, Xin Zhou, Yonggang Wen","doi":"10.1109/comst.2025.3567802","DOIUrl":"https://doi.org/10.1109/comst.2025.3567802","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"142 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143920243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ISAC – A Survey on Its Layered Architecture, Technologies, Standardizations, Prototypes and Testbeds ISAC -对其分层架构、技术、标准化、原型和试验台的调查
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-29 DOI: 10.1109/comst.2025.3565534
Xuewen Luo, Qingfeng Lin, Ruoyu Zhang, Hsiao-Hwa Chen, Xingwei Wang, Min Huang
{"title":"ISAC – A Survey on Its Layered Architecture, Technologies, Standardizations, Prototypes and Testbeds","authors":"Xuewen Luo, Qingfeng Lin, Ruoyu Zhang, Hsiao-Hwa Chen, Xingwei Wang, Min Huang","doi":"10.1109/comst.2025.3565534","DOIUrl":"https://doi.org/10.1109/comst.2025.3565534","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"44 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143889815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions 面向通信、网络和服务管理的大型语言模型研究：应用洞察、挑战和未来方向
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-25 DOI: 10.1109/comst.2025.3564333
Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani
{"title":"A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions","authors":"Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani","doi":"10.1109/comst.2025.3564333","DOIUrl":"https://doi.org/10.1109/comst.2025.3564333","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143875797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Industrial Metaverse: Enabling Technologies, Open Problems, and Future Trends 工业元宇宙：使能技术、开放问题和未来趋势
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-24 DOI: 10.1109/comst.2025.3563919
Shiying Zhang, Jun Li, Long Shi, Ming Ding, Dinh C. Nguyen, Wen Chen, Zhu Han
{"title":"Industrial Metaverse: Enabling Technologies, Open Problems, and Future Trends","authors":"Shiying Zhang, Jun Li, Long Shi, Ming Ding, Dinh C. Nguyen, Wen Chen, Zhu Han","doi":"10.1109/comst.2025.3563919","DOIUrl":"https://doi.org/10.1109/comst.2025.3563919","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143873060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Decade of Video Analytics at Edge: Training, Deployment, Orchestration, and Platforms 边缘视频分析的十年：培训，部署，编排和平台
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-22 DOI: 10.1109/comst.2025.3563377
Tong Bai, Haoran Zhao, Lei Huang, Zhipeng Wang, Dong In Kim, Arumugam Nallanathan
{"title":"A Decade of Video Analytics at Edge: Training, Deployment, Orchestration, and Platforms","authors":"Tong Bai, Haoran Zhao, Lei Huang, Zhipeng Wang, Dong In Kim, Arumugam Nallanathan","doi":"10.1109/comst.2025.3563377","DOIUrl":"https://doi.org/10.1109/comst.2025.3563377","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143862270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling, Capacity Studies, Antenna and System Designs for 6G/B6G 3D Continuous-Space Radio Channels Enabled by Electromagnetic Information Theory 基于电磁信息论的6G/B6G三维连续空间无线电信道建模、容量研究、天线和系统设计
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-21 DOI: 10.1109/comst.2025.3562896
Cheng-Xiang Wang, Junling Li, Jie Huang, Chen Huang, Zhaoyang Zhang, Ying Liu, Shidong Zhou, Yunfei Chen, Xiaohu You, Xiqi Gao, Tie Jun Cui, Marco Di Renzo, John Thompson, Harald Haas, Robert Schober, Rui Zhang
{"title":"Modeling, Capacity Studies, Antenna and System Designs for 6G/B6G 3D Continuous-Space Radio Channels Enabled by Electromagnetic Information Theory","authors":"Cheng-Xiang Wang, Junling Li, Jie Huang, Chen Huang, Zhaoyang Zhang, Ying Liu, Shidong Zhou, Yunfei Chen, Xiaohu You, Xiqi Gao, Tie Jun Cui, Marco Di Renzo, John Thompson, Harald Haas, Robert Schober, Rui Zhang","doi":"10.1109/comst.2025.3562896","DOIUrl":"https://doi.org/10.1109/comst.2025.3562896","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143858020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling and Analysis of Non-Terrestrial Networks by Spherical Stochastic Geometry: A Survey 球面随机几何的非地面网络建模与分析综述
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-18 DOI: 10.1109/comst.2025.3562489
Ruibo Wang, Mustafa A. Kishk, Mohamed-Slim Alouini
{"title":"Modeling and Analysis of Non-Terrestrial Networks by Spherical Stochastic Geometry: A Survey","authors":"Ruibo Wang, Mustafa A. Kishk, Mohamed-Slim Alouini","doi":"10.1109/comst.2025.3562489","DOIUrl":"https://doi.org/10.1109/comst.2025.3562489","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143849853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Open RAN for 6G Networks: Architecture, Use Cases and Open Issues 6G网络的开放式RAN：架构、用例和开放问题
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-18 DOI: 10.1109/comst.2025.3562429
Bharat Agarwal, Ralf Irmer, David Lister, Gabriel-Miro Muntean
{"title":"Open RAN for 6G Networks: Architecture, Use Cases and Open Issues","authors":"Bharat Agarwal, Ralf Irmer, David Lister, Gabriel-Miro Muntean","doi":"10.1109/comst.2025.3562429","DOIUrl":"https://doi.org/10.1109/comst.2025.3562429","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143849851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Zero-Knowledge Proof-Based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey 通信网络中基于零知识证明的可验证去中心化机器学习：全面调查
IEEE Communications Surveys & Tutorials
Pub Date : 2025-04-16 DOI: 10.1109/comst.2025.3561657
Zhibo Xing, Zijian Zhang, Ziang Zhang, Zhen Li, Meng Li, Jiamou Liu, Zongyang Zhang, Yi Zhao, Qi Sun, Liehuang Zhu, Giovanni Russello
{"title":"Zero-Knowledge Proof-Based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey","authors":"Zhibo Xing, Zijian Zhang, Ziang Zhang, Zhen Li, Meng Li, Jiamou Liu, Zongyang Zhang, Yi Zhao, Qi Sun, Liehuang Zhu, Giovanni Russello","doi":"10.1109/comst.2025.3561657","DOIUrl":"https://doi.org/10.1109/comst.2025.3561657","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"59 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143841642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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