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2024 Index IEEE Transactions on Green Communications and Networking Vol. 8 2024 Index IEEE Transactions on Green Communications and Networking Vol.
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-11-26 DOI: 10.1109/TGCN.2024.3506153
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引用次数: 0
Guest Editorial Special Issue on Rate-Splitting Multiple Access for Future Green Communication Networks 特邀编辑特刊：未来绿色通信网络的速率分割多重接入
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-11-19 DOI: 10.1109/TGCN.2024.3454935
Yijie Mao;Bruno Clerckx;Derrick Wing Kwan Ng;Wolfgang Utschick;Ying Cui;Timothy N. Davidson
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引用次数: 0
IEEE Transactions on Green Communications and Networking 电气和电子工程师学会绿色通信与网络论文集
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-11-19 DOI: 10.1109/TGCN.2024.3494575
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引用次数: 0
IEEE Communications Society Information IEEE 通信学会信息
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-11-19 DOI: 10.1109/TGCN.2024.3494577
{"title":"IEEE Communications Society Information","authors":"","doi":"10.1109/TGCN.2024.3494577","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3494577","url":null,"abstract":"","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 4","pages":"C3-C3"},"PeriodicalIF":5.3,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10758388","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142679361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Transactions on Green Communications and Networking 电气和电子工程师学会绿色通信与网络论文集
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-08-28 DOI: 10.1109/TGCN.2024.3443722
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引用次数: 0
Guest Editorial Special Issue on Green Open Radio Access Networks: Architecture, Challenges, Opportunities, and Use Cases 客座编辑特刊：绿色开放式无线接入网络：架构、挑战、机遇和用例
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-08-28 DOI: 10.1109/TGCN.2024.3441148
Kapal Dev;Chih-Lin I;Raouf Boutaba;Sunder Ali Khowaja;Shao-Yu Lien;Yue Wang
{"title":"Guest Editorial Special Issue on Green Open Radio Access Networks: Architecture, Challenges, Opportunities, and Use Cases","authors":"Kapal Dev;Chih-Lin I;Raouf Boutaba;Sunder Ali Khowaja;Shao-Yu Lien;Yue Wang","doi":"10.1109/TGCN.2024.3441148","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3441148","url":null,"abstract":"","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 3","pages":"891-894"},"PeriodicalIF":5.3,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10654697","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142090827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Communications Society Information IEEE 通信学会信息
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-08-28 DOI: 10.1109/TGCN.2024.3443724
{"title":"IEEE Communications Society Information","authors":"","doi":"10.1109/TGCN.2024.3443724","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3443724","url":null,"abstract":"","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 3","pages":"C3-C3"},"PeriodicalIF":5.3,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10654690","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142123060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HSADR: A New Highly Secure Aggregation and Dropout-Resilient Federated Learning Scheme for Radio Access Networks With Edge Computing Systems HSADR：一种适用于带有边缘计算系统的无线接入网络的新型高度安全聚合和抗病毒联合学习方案
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-08-12 DOI: 10.1109/TGCN.2024.3441532
Fan Wu;Xiong Li;Jingwei Li;Pandi Vijayakumar;Brij B. Gupta;Varsha Arya
{"title":"HSADR: A New Highly Secure Aggregation and Dropout-Resilient Federated Learning Scheme for Radio Access Networks With Edge Computing Systems","authors":"Fan Wu;Xiong Li;Jingwei Li;Pandi Vijayakumar;Brij B. Gupta;Varsha Arya","doi":"10.1109/TGCN.2024.3441532","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3441532","url":null,"abstract":"Open radio access network (ORAN) plays a critical role in modern communication process. The structure that individual devices connect each other via ORAN turns to be a part of smart city. Incorporating with the concept Internet of Things (IoT), cloud-edge-client architecture has been accepted to discuss artificial intelligence (AI) coordinating functions in ORAN. Considering the security for ORAN in critical infrastructure, federated learning (FL) is an effective way to protect the original data on individual devices. However, recent schemes failed to support enough security features. To tackle the problem, we present a new highly secure aggregation and dropout-resilient FL scheme called HSADR which incorporates consortium blockchain and differential privacy to maintain the security environment. Second, we prove that the aggregation process reaches the IND-CCA2 security level, which is the first scheme to complete this goal. Last, experiments show that HSADR withstands common test aspects.","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 3","pages":"1141-1155"},"PeriodicalIF":5.3,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142090718","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
O-RAN-Based Digital Twin Function Virtualization for Sustainable IoV Service Response: An Asynchronous Hierarchical Reinforcement Learning Approach 基于 O-RAN 的数字双胞胎功能虚拟化，实现可持续的物联网服务响应：异步分层强化学习方法
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-07-29 DOI: 10.1109/TGCN.2024.3435796
Yihang Tao;Jun Wu;Qianqian Pan;Ali Kashif Bashir;Marwan Omar
{"title":"O-RAN-Based Digital Twin Function Virtualization for Sustainable IoV Service Response: An Asynchronous Hierarchical Reinforcement Learning Approach","authors":"Yihang Tao;Jun Wu;Qianqian Pan;Ali Kashif Bashir;Marwan Omar","doi":"10.1109/TGCN.2024.3435796","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3435796","url":null,"abstract":"Digital Twin for Vehicular Networks (DTVN) continuously simulates and optimizes vehicle behaviors to support emerging 6G Internet-of-Vehicle (IoV) applications such as DT-assisted autonomous driving. To meet Quality of Service (QoS), resource scheduling for distributed vehicle DTs is carried out. However, existing works mainly respond to service demand based on one-to-one DT synchronization and computation offloading, which limits the service response quality and is not sustainable. Meanwhile, twin objects need to be frequently transferred at edges in parallel with the moving vehicles, the IoV service demand response under high-dynamic DT resource distribution is challenging. In this paper, a novel digital twin function virtualization (DTFV) architecture based on Open Radio Access Networks (O-RAN) is proposed. In DTFV, multiple vehicle DTs following one-to-one synchronization are decoupled and reorganized as a Virtualized Digital Twin (VDT) following dissemination-based synchronization for dynamic service response, without needs for offloading service to additional edge devices. Besides, to optimize the overall IoV service response profit, we propose an asynchronous hierarchical reinforcement learning (AHRL)-based DTFV resource scheduling scheme to find optimal VDT orchestration and synchronization strategies. Finally, experimental results show our scheme achieves 8.48% higher service response profit and 6.8% lower VDT synchronization delay over the best baseline scheme.","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 3","pages":"1049-1060"},"PeriodicalIF":5.3,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142090868","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
Rate-Splitting Multiple Access With Finite-Alphabet Constellations: Precoder Optimization and Achievable Rate Performance 使用有限字母星座的速率分割多重接入：前置编码器优化和可实现速率性能
IF 5.3 2区 计算机科学
IEEE Transactions on Green Communications and Networking Pub Date : 2024-07-25 DOI: 10.1109/TGCN.2024.3433507
De Mi;Hongzhi Chen;Zheng Chu;Pei Xiao;Yiyan Wu;Chin-Liang Wang
{"title":"Rate-Splitting Multiple Access With Finite-Alphabet Constellations: Precoder Optimization and Achievable Rate Performance","authors":"De Mi;Hongzhi Chen;Zheng Chu;Pei Xiao;Yiyan Wu;Chin-Liang Wang","doi":"10.1109/TGCN.2024.3433507","DOIUrl":"https://doi.org/10.1109/TGCN.2024.3433507","url":null,"abstract":"Rate Splitting Multiple Access (RSMA) precoder design with the practical finite-alphabet constellations instead of Gaussian inputs has been addressed in this paper. Considering a multiuser (MU) multiple-input single-output (MISO) broadcast channel (BC) system, we derive a generalized expression of the achievable rate for each user, in a way that the derived expression is generically applicable, e.g., for both underloaded and overloaded cases. Building upon the achievable rate expression, we formulate a multi-objective problem that maximizes the weighted sum rate (WSR) of the considered system, which incorporates with the optimization of the RS precoder for both common and private symbol streams in RSMA. The emphasis here is that our derivation of the achievable rate expression, the problem formulation of the WSR and the optimization of the RSMA precoder all involve the finite alphabet constellation constraint. An iterative gradient descent algorithm with alternative optimization and line search methods is applied to solve the optimization problem. Numerical results show that RSMA can reach the maximum achievable WSR, under both underloaded and overloaded scenarios, with less transmit power compared to the traditional schemes, e.g., space division multiple access (SDMA) and power-domain non-orthogonal multiple access (NOMA). Moreover, thanks to its flexibility, RSMA subsumes both SDMA and NOMA as its subset to fit into different scenarios such as underloaded and overloaded cases with different constellation sizes.","PeriodicalId":13052,"journal":{"name":"IEEE Transactions on Green Communications and Networking","volume":"8 4","pages":"1293-1307"},"PeriodicalIF":5.3,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142672045","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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