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How Can Integrated Sensing and Communication Enable Generalizable Learning in 6G Networks? 集成传感和通信如何在6G网络中实现可泛化学习？
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-18 DOI: 10.1109/mnet.2025.3607593
Eslam Hasan, Elmahedi Mahalal, Muhammad Ismail, Zi-Yang Wu, Mostafa M. Fouda, Nei Kato
{"title":"How Can Integrated Sensing and Communication Enable Generalizable Learning in 6G Networks?","authors":"Eslam Hasan, Elmahedi Mahalal, Muhammad Ismail, Zi-Yang Wu, Mostafa M. Fouda, Nei Kato","doi":"10.1109/mnet.2025.3607593","DOIUrl":"https://doi.org/10.1109/mnet.2025.3607593","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"21 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LLM-Driven Multi-Agent Architectures for Intelligent Self-Organizing Networks 智能自组织网络中llm驱动的多智能体体系结构
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-18 DOI: 10.1109/mnet.2025.3605319
Adnan Qayyum, Abdullatif Albaseer, Junaid Qadir, Ala Al-Fuqaha, Mohamed Abdallah
{"title":"LLM-Driven Multi-Agent Architectures for Intelligent Self-Organizing Networks","authors":"Adnan Qayyum, Abdullatif Albaseer, Junaid Qadir, Ala Al-Fuqaha, Mohamed Abdallah","doi":"10.1109/mnet.2025.3605319","DOIUrl":"https://doi.org/10.1109/mnet.2025.3605319","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"28 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Securing Practical Federated Learning-Based Spectrum Sensing for 6G Networks 为6G网络提供实用的基于联邦学习的频谱传感
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-18 DOI: 10.1109/mnet.2025.3602806
Ngoc Duy Pham, Viet Vo, Thusitha Dayaratne, Blake Haydon, Xingliang Yuan, Shangqi Lai, Alsharif Abuadbba, Hajime Suzuki, Carsten Rudolph
{"title":"Securing Practical Federated Learning-Based Spectrum Sensing for 6G Networks","authors":"Ngoc Duy Pham, Viet Vo, Thusitha Dayaratne, Blake Haydon, Xingliang Yuan, Shangqi Lai, Alsharif Abuadbba, Hajime Suzuki, Carsten Rudolph","doi":"10.1109/mnet.2025.3602806","DOIUrl":"https://doi.org/10.1109/mnet.2025.3602806","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"55 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Unrolling for Near-Field Channel Estimation: Challenges and Opportunities 近场信道估计的深度展开：挑战与机遇
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-17 DOI: 10.1109/mnet.2025.3600908
Lu Sun, Da Zhao, Lina Fu, Liangtian Wan, Jifeng He, Zhaolong Ning, Jie Wang, Yun Lin
{"title":"Deep Unrolling for Near-Field Channel Estimation: Challenges and Opportunities","authors":"Lu Sun, Da Zhao, Lina Fu, Liangtian Wan, Jifeng He, Zhaolong Ning, Jie Wang, Yun Lin","doi":"10.1109/mnet.2025.3600908","DOIUrl":"https://doi.org/10.1109/mnet.2025.3600908","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"9 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145077653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-Driven Approaches for Cooperative Edge Intelligence: Opportunities and Challenges 合作边缘智能的数据驱动方法：机遇与挑战
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-17 DOI: 10.1109/mnet.2025.3601017
Ye Zhang, Fan Wu, Ju Ren
{"title":"Data-Driven Approaches for Cooperative Edge Intelligence: Opportunities and Challenges","authors":"Ye Zhang, Fan Wu, Ju Ren","doi":"10.1109/mnet.2025.3601017","DOIUrl":"https://doi.org/10.1109/mnet.2025.3601017","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"15 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145077655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Virtualized Service Orchestration in Space-Air-Ground Integrated Networks: Challenges and Future Directions 天空地一体化网络中的虚拟化业务编排：挑战与未来方向
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-16 DOI: 10.1109/mnet.2025.3603633
Yawen Tan, Tiago Koketsu Rodrigues, Qi Guo, Nei Kato, Masayuki Ariyoshi, Yohei Hasegawa
{"title":"Virtualized Service Orchestration in Space-Air-Ground Integrated Networks: Challenges and Future Directions","authors":"Yawen Tan, Tiago Koketsu Rodrigues, Qi Guo, Nei Kato, Masayuki Ariyoshi, Yohei Hasegawa","doi":"10.1109/mnet.2025.3603633","DOIUrl":"https://doi.org/10.1109/mnet.2025.3603633","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"125 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Special Issue Editorial: Generative AI for Secure Communications and Networking 特刊社论：用于安全通信和网络的生成人工智能
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-16 DOI: 10.1109/mnet.2025.3592783
Liehuang Zhu, Dusit Niyato, Rongxing Lu, Xiaojiang Du, Fatima Hussain, Yao Sun, Shen Yan
{"title":"Special Issue Editorial: Generative AI for Secure Communications and Networking","authors":"Liehuang Zhu, Dusit Niyato, Rongxing Lu, Xiaojiang Du, Fatima Hussain, Yao Sun, Shen Yan","doi":"10.1109/mnet.2025.3592783","DOIUrl":"https://doi.org/10.1109/mnet.2025.3592783","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"9 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spectrum Sharing in Satellite-Terrestrial Integrated Networks: Frameworks, Approaches, and Opportunities 卫星-地面综合网络中的频谱共享：框架、方法和机遇
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-16 DOI: 10.1109/mnet.2025.3600150
Bodong Shang, Zheng Wang, Xiangyu Li, Chungang Yang, Chao Ren, Haijun Zhang
{"title":"Spectrum Sharing in Satellite-Terrestrial Integrated Networks: Frameworks, Approaches, and Opportunities","authors":"Bodong Shang, Zheng Wang, Xiangyu Li, Chungang Yang, Chao Ren, Haijun Zhang","doi":"10.1109/mnet.2025.3600150","DOIUrl":"https://doi.org/10.1109/mnet.2025.3600150","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"94 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spectrum Cognition: Semantic Situation for Next-Generation Spectrum Management 频谱认知：面向下一代频谱管理的语义情境
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-16 DOI: 10.1109/mnet.2025.3604901
Hao Zhang, Fuhui Zhou, Qihui Wu, Chau Yuen
{"title":"Spectrum Cognition: Semantic Situation for Next-Generation Spectrum Management","authors":"Hao Zhang, Fuhui Zhou, Qihui Wu, Chau Yuen","doi":"10.1109/mnet.2025.3604901","DOIUrl":"https://doi.org/10.1109/mnet.2025.3604901","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"314 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Resilience for IoE: A Perspective of Networking-Level Safeguard 增强物联网的弹性：网络级保障的视角
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2025-09-16 DOI: 10.1109/mnet.2025.3604422
Guan-Yan Yang, Jui-Ning Chen, Farn Wang, Kuo-Hui Yeh
{"title":"Enhancing Resilience for IoE: A Perspective of Networking-Level Safeguard","authors":"Guan-Yan Yang, Jui-Ning Chen, Farn Wang, Kuo-Hui Yeh","doi":"10.1109/mnet.2025.3604422","DOIUrl":"https://doi.org/10.1109/mnet.2025.3604422","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"17 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145072961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","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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