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Toward Energy-Efficient AI: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning for Network Slicing in Distributed 6G Networks 面向高效节能的人工智能：基于无监督强化学习的分布式6G网络切片通用分配技能
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500578
Navideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos Verikoukis
{"title":"Toward Energy-Efficient AI: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning for Network Slicing in Distributed 6G Networks","authors":"Navideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos Verikoukis","doi":"10.1109/mcom.001.2500578","DOIUrl":"https://doi.org/10.1109/mcom.001.2500578","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"87 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089980","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
Why User-Centric Cell-Free Distributed MIMO Systems Will be the Disruptive 6G Technology 为什么以用户为中心的无小区分布式MIMO系统将成为颠覆性的6G技术
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500355
Stefano Buzzi, Francesco Linsalata, Eugenio Moro, Giovanni Interdonato
{"title":"Why User-Centric Cell-Free Distributed MIMO Systems Will be the Disruptive 6G Technology","authors":"Stefano Buzzi, Francesco Linsalata, Eugenio Moro, Giovanni Interdonato","doi":"10.1109/mcom.001.2500355","DOIUrl":"https://doi.org/10.1109/mcom.001.2500355","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"78 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089834","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
Mutual Information-Empowered Task- Oriented Communication: Principles, Applications and Challenges 相互信息授权的面向任务的通信：原理、应用和挑战
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500214
Hongru Li, Songjie Xie, Jiawei Shao, Zixin Wang, Hengtao He Shenghui Song, Jun Zhang, Khaled B. Letaief
{"title":"Mutual Information-Empowered Task- Oriented Communication: Principles, Applications and Challenges","authors":"Hongru Li, Songjie Xie, Jiawei Shao, Zixin Wang, Hengtao He Shenghui Song, Jun Zhang, Khaled B. Letaief","doi":"10.1109/mcom.001.2500214","DOIUrl":"https://doi.org/10.1109/mcom.001.2500214","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"19 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089835","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
ENWAR: A RAG-Empowered Multi-Modal LLM Framework for Wireless Environment Perception ENWAR：无线环境感知的多模态LLM框架
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500261
Ahmad M. Nazar, Abdulkadir Celik, Mohamed Y. Selim, Asmaa Abdallah, Daji Qiao, Ahmed M. Eltawil
{"title":"ENWAR: A RAG-Empowered Multi-Modal LLM Framework for Wireless Environment Perception","authors":"Ahmad M. Nazar, Abdulkadir Celik, Mohamed Y. Selim, Asmaa Abdallah, Daji Qiao, Ahmed M. Eltawil","doi":"10.1109/mcom.001.2500261","DOIUrl":"https://doi.org/10.1109/mcom.001.2500261","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"4 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089978","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
CommGPT: A Graph and Retrieval- Augmented Multimodal Communication Foundation Model 一个图与检索增强的多模态通信基础模型
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500111
Feibo Jiang, Wanyun Zhu, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan, Octavia A. Dobre
{"title":"CommGPT: A Graph and Retrieval- Augmented Multimodal Communication Foundation Model","authors":"Feibo Jiang, Wanyun Zhu, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan, Octavia A. Dobre","doi":"10.1109/mcom.001.2500111","DOIUrl":"https://doi.org/10.1109/mcom.001.2500111","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"93 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089982","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
Mamba for Wireless Communications and Networking: Principles and Opportunities 曼巴无线通信和网络：原则和机会
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500436
Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato
{"title":"Mamba for Wireless Communications and Networking: Principles and Opportunities","authors":"Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato","doi":"10.1109/mcom.001.2500436","DOIUrl":"https://doi.org/10.1109/mcom.001.2500436","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"286 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089983","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
Ultra-Wideband Communications: Interference Challenges and Solutions 超宽带通信：干扰挑战与解决方案
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500272
Brian Nelson, Hussein Moradi, Behrouz Farhang-Boroujeny
{"title":"Ultra-Wideband Communications: Interference Challenges and Solutions","authors":"Brian Nelson, Hussein Moradi, Behrouz Farhang-Boroujeny","doi":"10.1109/mcom.001.2500272","DOIUrl":"https://doi.org/10.1109/mcom.001.2500272","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"1 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089981","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
Robust and Resilient Networks with Integrated Sensing, Communication and Computation 集成传感、通信和计算的鲁棒和弹性网络
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-29 DOI: 10.1109/mcom.001.2500383
Ming-Chun Lee, Christian Eckrich, Vahid Jamali, Yu-Chih Huang, Arash Asadi, Li-Chun Wang
{"title":"Robust and Resilient Networks with Integrated Sensing, Communication and Computation","authors":"Ming-Chun Lee, Christian Eckrich, Vahid Jamali, Yu-Chih Huang, Arash Asadi, Li-Chun Wang","doi":"10.1109/mcom.001.2500383","DOIUrl":"https://doi.org/10.1109/mcom.001.2500383","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"230 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089833","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
Can TDD Be Employed in LEO SatCom Systems? Challenges and Potential Approaches TDD能否应用于低轨道卫星通信系统？挑战和潜在的方法
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-27 DOI: 10.1109/mcom.001.2500376
Hyunwoo Lee, Ian P. Roberts, Jehyun Heo, Joohyun Son, Hanwoong Kim, Yunseo Lee, Daesik Hong
{"title":"Can TDD Be Employed in LEO SatCom Systems? Challenges and Potential Approaches","authors":"Hyunwoo Lee, Ian P. Roberts, Jehyun Heo, Joohyun Son, Hanwoong Kim, Yunseo Lee, Daesik Hong","doi":"10.1109/mcom.001.2500376","DOIUrl":"https://doi.org/10.1109/mcom.001.2500376","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"1 1","pages":"1-8"},"PeriodicalIF":11.2,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146056681","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
AICL: Autonomous Intent-Driven Control Loop to Mitigate Intent Drifts in Software-Defined Networking 软件定义网络中缓解意图漂移的自主意图驱动控制回路
IF 11.2 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
IEEE Communications Magazine
Pub Date : 2026-01-27 DOI: 10.1109/mcom.001.2500287
Huimin Jing, Chungang Yang, Ruichen Zhang, Shiwen Kou, Dusit Niyato
{"title":"AICL: Autonomous Intent-Driven Control Loop to Mitigate Intent Drifts in Software-Defined Networking","authors":"Huimin Jing, Chungang Yang, Ruichen Zhang, Shiwen Kou, Dusit Niyato","doi":"10.1109/mcom.001.2500287","DOIUrl":"https://doi.org/10.1109/mcom.001.2500287","url":null,"abstract":"","PeriodicalId":55030,"journal":{"name":"IEEE Communications Magazine","volume":"40 1","pages":"1-8"},"PeriodicalIF":11.2,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146056675","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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