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ORCIDIEEE Journal of Selected Areas in Communications, Volume 41
Volume 41, Number 1, January 2023
- Deniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae
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Guest Editorial Special Issue on Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications. 1-4 - Deniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S. Dhillon, Zhaohui Yang, Aylin Yener, Kai-Kit Wong, Chan-Byoung Chae:
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications. 5-41 - Hang Zou, Chao Zhang, Samson Lasaulce, Lucas Saludjian, H. Vincent Poor:
Goal-Oriented Quantization: Analysis, Design, and Application to Resource Allocation. 42-54 - Danlan Huang, Feifei Gao, Xiaoming Tao, Qiyuan Du, Jianhua Lu:
Toward Semantic Communications: Deep Learning-Based Image Semantic Coding. 55-71 - Zhongyue Lei, Peng Duan, Xuemin Hong, João F. C. Mota, Jianghong Shi, Cheng-Xiang Wang:
Progressive Deep Image Compression for Hybrid Contexts of Image Classification and Reconstruction. 72-89 - Hanling Wang, Qing Li, Heyang Sun, Zuozhou Chen, Yingqian Hao, Junkun Peng, Zhenhui Yuan, Junsheng Fu, Yong Jiang:
VaBUS: Edge-Cloud Real-Time Video Analytics via Background Understanding and Subtraction. 90-106 - Pulkit Tandon, Shubham Chandak, Pat Pataranutaporn, Yimeng Liu, Anesu M. Mapuranga, Pattie Maes, Tsachy Weissman, Misha Sra:
Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text. 107-118 - Mert Kalfa, Sadik Yagiz Yetim, Arda Atalik, Mehmetcan Gok, Yiqun Ge, Rong Li, Wen Tong, Tolga M. Duman, Orhan Arikan:
Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals. 119-140 - Yongjune Kim, Junyoung Shin, Yuval Cassuto, Lav R. Varshney:
Distributed Boosting Classification Over Noisy Communication Channels. 141-154 - Xidong Mu, Yuanwei Liu, Li Guo, Naofal Al-Dhahir:
Heterogeneous Semantic and Bit Communications: A Semi-NOMA Scheme. 155-169 - Hongwei Zhang, Shuo Shao, Meixia Tao, Xiaoyan Bi, Khaled B. Letaief:
Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data. 170-185 - Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li:
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. 186-201 - Chen Dong, Haotai Liang, Xiaodong Xu, Shujun Han, Bizhu Wang, Ping Zhang:
Semantic Communication System Based on Semantic Slice Models Propagation. 202-213 - Sixian Wang, Jincheng Dai, Zijian Liang, Kai Niu, Zhongwei Si, Chao Dong, Xiaoqi Qin, Ping Zhang:
Wireless Deep Video Semantic Transmission. 214-229 - Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Wireless Semantic Communications for Video Conferencing. 230-244 - Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang:
Semantic-Preserved Communication System for Highly Efficient Speech Transmission. 245-259 - Jialong Xu, Bo Ai, Ning Wang, Wei Chen:
Deep Joint Source-Channel Coding for CSI Feedback: An End-to-End Approach. 260-273 - Zhenyi Lin, Yi Gong, Kaibin Huang:
Distributed Over-the-Air Computing for Fast Distributed Optimization: Beamforming Design and Convergence Analysis. 274-287 - Zhen Meng, Changyang She, Guodong Zhao, Daniele De Martini:
Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse. 288-300
Volume 41, Number 2, February 2023
- Kunlun Wang, Yang Yang, Jiong Jin, Tao Zhang, Arumugam Nallanathan, Chintha Tellambura, Bijan Jabbari:
Guest Editorial Multi-Tier Computing for Next Generation Wireless Networks - Part I. 301-305 - Kunlun Wang, Jiong Jin, Yang Yang, Tao Zhang, Arumugam Nallanathan, Chintha Tellambura, Bijan Jabbari:
Task Offloading With Multi-Tier Computing Resources in Next Generation Wireless Networks. 306-319 - Sai Xu, Jiajia Liu, Nei Kato, Ya-Nan Du:
Intelligent Reflecting Surface Backscatter Enabled Multi-Tier Computing for 6G Internet of Things. 320-333 - Zhendong Li, Wen Chen, Ziwei Liu, Hongying Tang, Jianmin Lu:
Joint Communication and Computation Design in Transmissive RMS Transceiver Enabled Multi-Tier Computing Networks. 334-348 - Guangji Chen, Qingqing Wu, Ruiqi Liu, Jingxian Wu, Chao Fang:
IRS Aided MEC Systems With Binary Offloading: A Unified Framework for Dynamic IRS Beamforming. 349-365 - Xiangming Zhu, Chunxiao Jiang:
Delay Optimization for Cooperative Multi-Tier Computing in Integrated Satellite-Terrestrial Networks. 366-380 - Xuelin Cao, Bo Yang, Yulong Shen, Chau Yuen, Yan Zhang, Zhu Han, H. Vincent Poor, Lajos Hanzo:
Edge-Assisted Multi-Layer Offloading Optimization of LEO Satellite-Terrestrial Integrated Networks. 381-398 - Qian Chen, Weixiao Meng, Tony Q. S. Quek, Shuyi Chen:
Multi-Tier Hybrid Offloading for Computation-Aware IoT Applications in Civil Aircraft-Augmented SAGIN. 399-417 - Wei Liu, Huiting Yang, Jiandong Li:
Multi-Functional Time Expanded Graph: A Unified Graph Model for Communication, Storage, and Computation for Dynamic Networks Over Time. 418-431 - Weiyang Feng, Siyu Lin, Ning Zhang, Gongpu Wang, Bo Ai, Lin Cai:
Joint C-V2X Based Offloading and Resource Allocation in Multi-Tier Vehicular Edge Computing System. 432-445 - Haijun Zhang, Lizhe Feng, Xiangnan Liu, Keping Long, George K. Karagiannidis:
User Scheduling and Task Offloading in Multi-Tier Computing 6G Vehicular Network. 446-456 - Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Hongyang Chen, Zhu Han:
Perception Task Offloading With Collaborative Computation for Autonomous Driving. 457-473 - Xiangwang Hou, Jingjing Wang, Tong Bai, Yansha Deng, Yong Ren, Lajos Hanzo:
Environment-Aware AUV Trajectory Design and Resource Management for Multi-Tier Underwater Computing. 474-490 - Chuan Lin, Guangjie Han, Jinfang Jiang, Chao Li, Syed Bilal Hussain Shah, Qian Liu:
Underwater Pollution Tracking Based on Software-Defined Multi-Tier Edge Computing in 6G-Based Underwater Wireless Networks. 491-503 - Quyuan Luo, Tom H. Luan, Weisong Shi, Pingzhi Fan:
Deep Reinforcement Learning Based Computation Offloading and Trajectory Planning for Multi-UAV Cooperative Target Search. 504-520 - Dang Van-Huynh, Van-Dinh Nguyen, Symeon Chatzinotas, Saeed R. Khosravirad, H. Vincent Poor, Trung Q. Duong:
Joint Communication and Computation Offloading for Ultra-Reliable and Low-Latency With Multi-Tier Computing. 521-537 - Shumei Liu, Yao Yu, Xiao Lian, Yuze Feng, Changyang She, Phee Lep Yeoh, Lei Guo, Branka Vucetic, Yonghui Li:
Dependent Task Scheduling and Offloading for Minimizing Deadline Violation Ratio in Mobile Edge Computing Networks. 538-554 - Rui Zhang, Xuesen Chu, Ruhui Ma, Meng Zhang, Liwei Lin, Honghao Gao, Haibing Guan:
OSTTD: Offloading of Splittable Tasks With Topological Dependence in Multi-Tier Computing Networks. 555-568
Volume 41, Number 3, March 2023
- Kunlun Wang, Yang Yang, Jiong Jin, Tao Zhang, Arumugam Nallanathan, Chintha Tellambura, Bijan Jabbari:
Guest Editorial Multi-Tier Computing for Next Generation Wireless Networks - Part II. 569-573 - Zhaolin Wang, Xidong Mu, Yuanwei Liu, Xiaodong Xu, Ping Zhang:
NOMA-Aided Joint Communication, Sensing, and Multi-Tier Computing Systems. 574-588 - Yulin Shao, Deniz Gündüz, Soung Chang Liew:
Bayesian Over-the-Air Computation. 589-606 - Zixiao Zhao, Qinghe Du, George K. Karagiannidis:
Improved Grant-Free Access for URLLC via Multi-Tier-Driven Computing: Network-Load Learning, Prediction, and Resource Allocation. 607-622 - Xiaoqi Qin, Yanlin Li, Xianxin Song, Nan Ma, Chuan Huang, Ping Zhang:
Timeliness of Information for Computation-Intensive Status Updates in Task-Oriented Communications. 623-638 - Yong Xiao, Zijian Sun, Guangming Shi, Dusit Niyato:
Imitation Learning-Based Implicit Semantic-Aware Communication Networks: Multi-Layer Representation and Collaborative Reasoning. 639-658 - Shaoran Li, Chengzhang Li, Yan Huang, Brian A. Jalaian, Y. Thomas Hou, Wenjing Lou:
Enhancing Resilience in Mobile Edge Computing Under Processing Uncertainty. 659-674 - Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong:
MoDEMS: Optimizing Edge Computing Migrations for User Mobility. 675-689 - Chuan Sun, Xiuhua Li, Junhao Wen, Xiaofei Wang, Zhu Han, Victor C. M. Leung:
Federated Deep Reinforcement Learning for Recommendation-Enabled Edge Caching in Mobile Edge-Cloud Computing Networks. 690-705 - Shunpu Tang, Ke He, Lunyuan Chen, Lisheng Fan, Xianfu Lei, Rose Qingyang Hu:
Collaborative Cache-Aided Relaying Networks: Performance Evaluation and System Optimization. 706-719 - Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen:
GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers. 720-739 - Xingchi Liu, Mahsa Derakhshani, Lyudmila Mihaylova, Sangarapillai Lambotharan:
Risk-Aware Contextual Learning for Edge-Assisted Crowdsourced Live Streaming. 740-754 - Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen:
Low-Latency Federated Learning With DNN Partition in Distributed Industrial IoT Networks. 755-775 - Fei Qin, Yucong Xiao, Xian Sun, Xuewu Dai, Wuxiong Zhang, Fei Shen:
Inverse-GMM: A Latency Distribution Shaping Method for Industrial Cooperative Deep Learning Systems. 776-788 - Yunting Xu, Bo Qian, Kai Yu, Ting Ma, Lian Zhao, Haibo Zhou:
Federated Learning Over Fully-Decoupled RAN Architecture for Two-Tier Computing Acceleration. 789-801 - Kun Yang, Shengbo Chen, Cong Shen:
On the Convergence of Hybrid Server-Clients Collaborative Training. 802-819 - Shihao Shen, Yuanming Ren, Yanli Ju, Xiaofei Wang, Wenyu Wang, Victor C. M. Leung:
EdgeMatrix: A Resource-Redefined Scheduling Framework for SLA-Guaranteed Multi-Tier Edge-Cloud Computing Systems. 820-834 - Shangguang Wang, Yan Guo, Xiao Liu, Ao Zhou:
Service Routing in Multi-Tier Edge Computing: A Matching Game Approach. 835-844
Volume 41, Number 4, April 2023
- Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Guest Editorial Communication-Efficient Distributed Learning Over Networks. 845-850 - Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Communication-Efficient Distributed Learning: An Overview. 851-873 - Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson:
Scheduling and Aggregation Design for Asynchronous Federated Learning Over Wireless Networks. 874-886 - Cho-Chun Chiu, Xusheng Zhang, Ting He, Shiqiang Wang, Ananthram Swami:
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning. 887-901 - Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang:
GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning. 902-914 - Jiarong Yang, Yuan Liu, Rahif Kassab:
Client Selection for Federated Bayesian Learning. 915-928 - Ghadir Ayache, Venkat R. Dasari, Salim El Rouayheb:
Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data. 929-940 - Keshi Ge, Kai Lu, Yongquan Fu, Xiaoge Deng, Zhiquan Lai, Dongsheng Li:
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models. 941-963 - Sangjun Park, Wan Choi:
Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning. 964-976 - Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire:
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning. 977-989 - Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui:
Service Delay Minimization for Federated Learning Over Mobile Devices. 990-1006 - Yuzhi Yang, Zhaoyang Zhang, Yuqing Tian, Zhaohui Yang, Chongwen Huang, Caijun Zhong, Kai-Kit Wong:
Over-the-Air Split Machine Learning in Wireless MIMO Networks. 1007-1022 - Chi Guo, Cong Wang, Lin Cui, Qiuzhan Zhou, Juan Li:
Radio Resource Management for C-V2X: From a Hybrid Centralized-Distributed Scheme to a Distributed Scheme. 1023-1034 - Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han:
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems. 1035-1050 - Wen Wu, Mushu Li, Kaige Qu, Conghao Zhou, Xuemin Shen, Weihua Zhuang, Xu Li, Weisen Shi:
Split Learning Over Wireless Networks: Parallel Design and Resource Management. 1051-1066 - Yuval Ben-Hur, Asaf Goren, Da El Klang, Yongjune Kim, Yuval Cassuto:
Ensemble Classification With Noisy Real-Valued Base Functions. 1067-1080 - Zhenyu Liu, Andrea Conti, Sanjoy K. Mitter, Moe Z. Win:
Communication-Efficient Distributed Learning Over Networks - Part I: Sufficient Conditions for Accuracy. 1081-1101 - Zhenyu Liu, Andrea Conti, Sanjoy K. Mitter, Moe Z. Win:
Communication-Efficient Distributed Learning Over Networks - Part II: Necessary Conditions for Accuracy. 1102-1119 - Lukas Schynol, Marius Pesavento:
Coordinated Sum-Rate Maximization in Multicell MU-MIMO With Deep Unrolling. 1120-1134 - Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li:
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach. 1135-1150 - Shuo Wang, Yongcai Wang, Xuewei Bai, Deying Li:
Communication Efficient, Distributed Relative State Estimation in UAV Networks. 1151-1166 - Chao Huang, Haoran Yu, Jianwei Huang, Randall Berry:
An Online Inference-Aided Incentive Framework for Information Elicitation Without Verification. 1167-1185 - Zhiyan Liu, Qiao Lan, Kaibin Huang:
Resource Allocation for Multiuser Edge Inference With Batching and Early Exiting. 1186-1200 - Tiago Koketsu Rodrigues, Nei Kato:
Hybrid Centralized and Distributed Learning for MEC-Equipped Satellite 6G Networks. 1201-1211 - Zhanhua Zhang, Shusen Yang, Cong Zhao, Xuebin Ren, Hanqiao Yu, Qing Han, Siyan Guo:
RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images. 1212-1226 - Zhijie Xie, Shenghui Song:
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence. 1227-1242 - Xiaoxia Xu, Yuanwei Liu, Qimei Chen, Xidong Mu, Zhiguo Ding:
Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications. 1243-1258
Volume 41, Number 5, May 2023
- Bruno Clerckx, Yijie Mao, Eduard A. Jorswieck, Jinhong Yuan, David J. Love, Elza Erkip, Dusit Niyato:
Guest Editorial Rate Splitting for Future Wireless Networks. 1259-1264 - Bruno Clerckx, Yijie Mao, Eduard A. Jorswieck, Jinhong Yuan, David J. Love, Elza Erkip, Dusit Niyato:
A Primer on Rate-Splitting Multiple Access: Tutorial, Myths, and Frequently Asked Questions. 1265-1308 - Junge Wang, Syed Ali Jafar:
Robust Sum-GDoF of Symmetric 2 × 2 × 2 Weak Interference Channel With Heterogeneous Hops. 1309-1319 - Nguyen Thi Thanh Van, Nguyen Cong Luong, Shaohan Feng, Van-Dinh Nguyen, Dong In Kim:
Evolutionary Games for Dynamic Network Resource Selection in RSMA-Enabled 6G Networks. 1320-1335 - Carlos Mosquera, Felipe Gómez-Cuba:
Link Adaptation for Rate Splitting Systems With Partial CSIT. 1336-1350 - Donia Ben Amor, Michael Joham, Wolfgang Utschick:
Rate Splitting in FDD Massive MIMO Systems Based on the Second Order Statistics of Transmission Channels. 1351-1365 - Jiakang Zheng, Jiayi Zhang, Julian Cheng, Victor C. M. Leung, Derrick Wing Kwan Ng, Bo Ai:
Asynchronous Cell-Free Massive MIMO With Rate-Splitting. 1366-1382 - Hanyu Jiang, Li You, Ahmed Elzanaty, Jue Wang, Wenjin Wang, Xiqi Gao, Mohamed-Slim Alouini:
Rate-Splitting Multiple Access for Uplink Massive MIMO With Electromagnetic Exposure Constraints. 1383-1397 - Yuan Wang, Vincent W. S. Wong, Jiaheng Wang:
Flexible Rate-Splitting Multiple Access With Finite Blocklength. 1398-1412 - Ruichen Zhang, Ke Xiong, Yang Lu, Pingyi Fan, Derrick Wing Kwan Ng, Khaled B. Letaief:
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach. 1413-1430 - Minghui Wu, Zhen Gao, Yang Huang, Zhenyu Xiao, Derrick Wing Kwan Ng, Zhaoyang Zhang:
Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO. 1431-1451 - Hehao Niu, Zhi Lin, Kang An, Jiangzhou Wang, Gan Zheng, Naofal Al-Dhahir, Kai-Kit Wong:
Active RIS Assisted Rate-Splitting Multiple Access Network: Spectral and Energy Efficiency Tradeoff. 1452-1467 - Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li, Lajos Hanzo:
Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization. 1468-1483 - Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang:
Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting. 1484-1495 - Peng Gao, Lixiang Lian, Jinpei Yu:
Cooperative ISAC With Direct Localization and Rate-Splitting Multiple Access Communication: A Pareto Optimization Framework. 1496-1515 - Rui Huang, Vincent W. S. Wong, Robert Schober:
Rate-Splitting for Intelligent Reflecting Surface-Aided Multiuser VR Streaming. 1516-1535 - Nguyen Quang Hieu, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz:
When Virtual Reality Meets Rate Splitting Multiple Access: A Joint Communication and Computation Approach. 1536-1548 - Pengxu Chen, Hongwu Liu, Yinghui Ye, Liang Yang, Kyeong Jin Kim, Theodoros A. Tsiftsis:
Rate-Splitting Multiple Access Aided Mobile Edge Computing With Randomly Deployed Users. 1549-1565 - Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad, Aydin Sezgin, Tareq Y. Al-Naffouri, Basem Shihada, Mohamed-Slim Alouini:
Rate-Splitting and Common Message Decoding in Hybrid Cloud/Mobile Edge Computing Networks. 1566-1583
Volume 41, Number 6, June 2023
- Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu:
Guest Editorial Special Issue on 3GPP Technologies: 5G-Advanced and Beyond. 1587-1591 - Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu:
5G-Advanced Toward 6G: Past, Present, and Future. 1592-1619 - Yang Cao, Pan Wang, Kang Zheng, Xianghu Liang, Dongjie Liu, Mengting Lou, Jing Jin, Qixing Wang, Dongming Wang, Yongming Huang, Xiaohu You, Jiangzhou Wang:
Experimental Performance Evaluation of Cell-Free Massive MIMO Systems Using COTS RRU With OTA Reciprocity Calibration and Phase Synchronization. 1620-1634 - Huangping Jin, Kunpeng Liu, Min Zhang, Leiming Zhang, Gilwon Lee, Emad N. Farag, Dalin Zhu, Eko N. Onggosanusi, Mansoor Shafi, Harsh Tataria:
Massive MIMO Evolution Toward 3GPP Release 18. 1635-1654 - Bernardo Camajori Tedeschini, Monica Nicoli, Moe Z. Win