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Edge-Enhanced Intelligence: A Comprehensive Survey of Large Language Models and Edge-Cloud Computing Synergy 边缘增强智能：大型语言模型和边缘云计算协同的综合调查
IEEE Communications Surveys & Tutorials Pub Date : 2025-07-09 DOI: 10.1109/comst.2025.3587225
Xiuhua Li, Hui Li, Chuan Sun, Qilin Fan, Zhu Han, Victor C. M. Leung
{"title":"Edge-Enhanced Intelligence: A Comprehensive Survey of Large Language Models and Edge-Cloud Computing Synergy","authors":"Xiuhua Li, Hui Li, Chuan Sun, Qilin Fan, Zhu Han, Victor C. M. Leung","doi":"10.1109/comst.2025.3587225","DOIUrl":"https://doi.org/10.1109/comst.2025.3587225","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"51 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144603625","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 Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wi-Fi传感的自监督学习：趋势、挑战和展望
IEEE Communications Surveys & Tutorials Pub Date : 2025-07-04 DOI: 10.1109/comst.2025.3586212
Ahmed Y. Radwan, Mustafa Yildirim, Navid Hasanzadeh, Hina Tabassum, Shahrokh Valaee
{"title":"A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook","authors":"Ahmed Y. Radwan, Mustafa Yildirim, Navid Hasanzadeh, Hina Tabassum, Shahrokh Valaee","doi":"10.1109/comst.2025.3586212","DOIUrl":"https://doi.org/10.1109/comst.2025.3586212","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"27 1","pages":"1-1"},"PeriodicalIF":0.0,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144566292","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
Missing Data Recovery Methods on Multivariate Time Series in IoT: A Comprehensive Survey 物联网中多元时间序列缺失数据恢复方法综述
IEEE Communications Surveys & Tutorials Pub Date : 2025-07-04 DOI: 10.1109/comst.2025.3585962
Kai Zhang, Qinmin Yang, Chao Li, Xin Sun, Jiming Chen
{"title":"Missing Data Recovery Methods on Multivariate Time Series in IoT: A Comprehensive Survey","authors":"Kai Zhang, Qinmin Yang, Chao Li, Xin Sun, Jiming Chen","doi":"10.1109/comst.2025.3585962","DOIUrl":"https://doi.org/10.1109/comst.2025.3585962","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"85 1","pages":"1-1"},"PeriodicalIF":0.0,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144566289","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 LoRaWAN MAC Schemes: From Conventional Solutions To AI-driven Protocols LoRaWAN MAC方案综述：从传统解决方案到ai驱动协议
IEEE Communications Surveys & Tutorials Pub Date : 2025-07-02 DOI: 10.1109/comst.2025.3585091
Hanan Alahmadi, Fatma Bouabdallah, Ahmed Al-Dubai, Baraq Ghaleb, Amir Hussain, Vinay Chamola, Ammar Hawbani, Liang Zhao, F. Richard Yu
{"title":"A Survey on LoRaWAN MAC Schemes: From Conventional Solutions To AI-driven Protocols","authors":"Hanan Alahmadi, Fatma Bouabdallah, Ahmed Al-Dubai, Baraq Ghaleb, Amir Hussain, Vinay Chamola, Ammar Hawbani, Liang Zhao, F. Richard Yu","doi":"10.1109/comst.2025.3585091","DOIUrl":"https://doi.org/10.1109/comst.2025.3585091","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144547088","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
Advanced Learning Algorithms for Integrated Sensing and Communication (ISAC) Systems in 6G and Beyond: A Comprehensive Survey 6G及以后集成传感和通信（ISAC）系统的高级学习算法：综合调查
IEEE Communications Surveys & Tutorials Pub Date : 2025-07-01 DOI: 10.1109/comst.2025.3584333
Nguyen Cong Luong, Thien Huynh-The, Thai-Hoc Vu, Duc Van Le, Huy T. Nguyen, Nguyen Duc Hai, Gia-Vuong Nguyen, Nguyen Duc Duy Anh, Dusit Niyato, Dong In Kim, Quoc-Viet Pham
{"title":"Advanced Learning Algorithms for Integrated Sensing and Communication (ISAC) Systems in 6G and Beyond: A Comprehensive Survey","authors":"Nguyen Cong Luong, Thien Huynh-The, Thai-Hoc Vu, Duc Van Le, Huy T. Nguyen, Nguyen Duc Hai, Gia-Vuong Nguyen, Nguyen Duc Duy Anh, Dusit Niyato, Dong In Kim, Quoc-Viet Pham","doi":"10.1109/comst.2025.3584333","DOIUrl":"https://doi.org/10.1109/comst.2025.3584333","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144533246","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
Tackling Cyberattacks through AI-based Reactive Systems: A Holistic Review and Future Vision 通过基于人工智能的反应系统应对网络攻击：全面回顾和未来愿景
IEEE Communications Surveys & Tutorials Pub Date : 2025-06-27 DOI: 10.1109/comst.2025.3583868
Pantaleone Nespoli, Sergio Bernardez Molina, Pedro Beltrán-López, Félix Gómez Mármol
{"title":"Tackling Cyberattacks through AI-based Reactive Systems: A Holistic Review and Future Vision","authors":"Pantaleone Nespoli, Sergio Bernardez Molina, Pedro Beltrán-López, Félix Gómez Mármol","doi":"10.1109/comst.2025.3583868","DOIUrl":"https://doi.org/10.1109/comst.2025.3583868","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"45 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144503438","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 Full-Duplex Based Integrated Sensing and Communication Survey: Principles, Key Techniques, and Receiver Design 基于全双工的集成传感与通信测量：原理、关键技术和接收机设计
IEEE Communications Surveys & Tutorials Pub Date : 2025-06-25 DOI: 10.1109/comst.2025.3582948
Changhao Du, Hongru Zhang, Xueting Zhang, Zizheng Zhao, Jie Yang, Xinyuan Zhang, Zhifang Xing, Zhipeng Feng, Shiyu Zuo, Canni Xu, Yongqing Leng, Zhongshan Zhang
{"title":"A Full-Duplex Based Integrated Sensing and Communication Survey: Principles, Key Techniques, and Receiver Design","authors":"Changhao Du, Hongru Zhang, Xueting Zhang, Zizheng Zhao, Jie Yang, Xinyuan Zhang, Zhifang Xing, Zhipeng Feng, Shiyu Zuo, Canni Xu, Yongqing Leng, Zhongshan Zhang","doi":"10.1109/comst.2025.3582948","DOIUrl":"https://doi.org/10.1109/comst.2025.3582948","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144488509","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 Tutorial on Data-Driven Quality of Experience Modeling With Explainable Artificial Intelligence 使用可解释的人工智能进行数据驱动的体验质量建模教程
IEEE Communications Surveys & Tutorials Pub Date : 2025-06-25 DOI: 10.1109/comst.2025.3583227
Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert
{"title":"A Tutorial on Data-Driven Quality of Experience Modeling With Explainable Artificial Intelligence","authors":"Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert","doi":"10.1109/comst.2025.3583227","DOIUrl":"https://doi.org/10.1109/comst.2025.3583227","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144488535","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 DRL Based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations 基于DRL的无人机通信与网络综述：DRL基础、应用与实现
IEEE Communications Surveys & Tutorials Pub Date : 2025-06-23 DOI: 10.1109/comst.2025.3581912
Wei Zhao, Shaoxin Cui, Wen Qiu, Zhiqiang He, Zhi Liu, Xiao Zheng, Bomin Mao, Nei Kato
{"title":"A Survey on DRL Based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations","authors":"Wei Zhao, Shaoxin Cui, Wen Qiu, Zhiqiang He, Zhi Liu, Xiao Zheng, Bomin Mao, Nei Kato","doi":"10.1109/comst.2025.3581912","DOIUrl":"https://doi.org/10.1109/comst.2025.3581912","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"243 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144370554","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
Digital Twin Technology for Intelligent Vehicles and Transportation Systems: A Survey on Applications, Challenges and Future Directions 面向智能车辆和交通系统的数字孪生技术：应用、挑战和未来方向综述
IEEE Communications Surveys & Tutorials Pub Date : 2025-06-19 DOI: 10.1109/comst.2025.3581152
Xiaohui Gu, Wei Duan, Guoan Zhang, Jia Hou, Limei Peng, Miaowen Wen, Feifei Gao, Min Chen, Pin-Han Ho
{"title":"Digital Twin Technology for Intelligent Vehicles and Transportation Systems: A Survey on Applications, Challenges and Future Directions","authors":"Xiaohui Gu, Wei Duan, Guoan Zhang, Jia Hou, Limei Peng, Miaowen Wen, Feifei Gao, Min Chen, Pin-Han Ho","doi":"10.1109/comst.2025.3581152","DOIUrl":"https://doi.org/10.1109/comst.2025.3581152","url":null,"abstract":"","PeriodicalId":517382,"journal":{"name":"IEEE Communications Surveys & Tutorials","volume":"52 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144328847","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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