Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing

1 June 2022

Mérouane Debbah

Papers citing "Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing"

48 / 48 papers shown

Title
Byzantine-Resilient Over-the-Air Federated Learning under Zero-Trust Architecture Jiacheng Yao Wei Shi Wei-ping Xu Zhaohui Yang A. L. Swindlehurst Dusit Niyato 32 0 0 24 Mar 2025
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks Jianzhe Xue Dongcheng Yuan Zhanxi Ma Tiankai Jiang Yu Sun Haibo Zhou Xuemin Shen 60 0 0 03 Mar 2025
Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric Zhenyu Tao Wei Xu Xiaohu You OffRL 59 0 0 25 Feb 2025
A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning Jingbo Zhang Qiong Wu Pingyi Fan Q. Fan FedML 26 0 0 10 Oct 2024
Parallel Digital Twin-driven Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks Zhenyu Tao Wei Xu Xiaohu You 24 1 0 10 Oct 2024
An overview of domain-specific foundation model: key technologies, applications and challenges Haolong Chen Hanzhi Chen Zijian Zhao Kaifeng Han Guangxu Zhu Yichen Zhao Ying Du Wei Xu Qingjiang Shi ALM VLM 61 4 0 06 Sep 2024
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification Eslam Eldeeb M. Shehab Hirley Alves Mohamed-Slim Alouini 21 0 0 03 Sep 2024
Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the Edge A. Das Aditya Ramamoorthy David J. Love Christopher G. Brinton 20 0 0 09 Aug 2024
Map2Traj: Street Map Piloted Zero-shot Trajectory Generation with Diffusion Model Zhenyu Tao Wei Xu Xiaohu You 18 0 0 29 Jul 2024
Optimal Gait Design for a Soft Quadruped Robot via Multi-fidelity Bayesian Optimization Kaige Tan Xuezhi Niu Qinglei Ji Lei Feng Martin Törngren 30 1 0 11 Jun 2024
Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments Yongming Huang Xiaohu You Hang Zhan Shiwen He Ningning Fu Wei Xu 25 2 0 16 Apr 2024
Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse Jiawen Kang Xiaofeng Luo Jiangtian Nie Tianhao Wu Haibo Zhou Yonghua Wang Dusit Niyato Shiwen Mao Shengli Xie 19 12 0 22 Mar 2024
Adaptive Split Learning over Energy-Constrained Wireless Edge Networks Zuguang Li Wen Wu Shaohua Wu Wei Wang 18 1 0 08 Mar 2024
Digital versus Analog Transmissions for Federated Learning over Wireless Networks Jiacheng Yao Weihong Xu Zhaohui Yang Xiaohu You M. Bennis H. Vincent Poor 11 2 0 15 Feb 2024
Leveraging Digital Cousins for Ensemble Q-Learning in Large-Scale Wireless Networks Talha Bozkus Urbashi Mitra 10 4 0 12 Feb 2024
Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks Xin Hao Phee Lep Yeoh Changyang She B. Vucetic Yonghui Li 8 4 0 13 Dec 2023
Generative AI for Physical Layer Communications: A Survey Nguyen Van Huynh Jiacheng Wang Hongyang Du D. Hoang Dusit Niyato Diep N. Nguyen Dong In Kim K. B. Letaief AI4CE 14 30 0 09 Dec 2023
Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul Hoon Lee Seung-Wook Kim 22 4 0 03 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 26 16 0 01 Dec 2023
Wireless Network Digital Twin for 6G: Generative AI as A Key Enabler Zhenyu Tao Weihong Xu Yongming Huang Xiaoyun Wang Xiaohu You AI4CE 16 31 0 29 Nov 2023
A Joint Gradient and Loss Based Clustered Federated Learning Design Licheng Lin Mingzhe Chen Zhaohui Yang Yusen Wu Yuchen Liu FedML 18 0 0 22 Nov 2023
Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication Shisheng Hu Jie Gao Xinyu Huang Mushu Li Kaige Qu Conghao Zhou Xuemin Shen Shen 20 5 0 20 Nov 2023
Over-the-Air Federated Learning and Optimization Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Wei-Neng Chen Khaled B. Letaief FedML 16 10 0 16 Oct 2023
Digital Twin Assisted Deep Reinforcement Learning for Online Admission Control in Sliced Network Zhenyu Tao Weihong Xu Xiaohu You OffRL 17 1 0 07 Oct 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 10 22 0 27 Sep 2023
Joint Communication and Computation Framework for Goal-Oriented Semantic Communication with Distortion Rate Resilience Minh-Duong Nguyen Q. Do Zhaohui Yang Viet Quoc Pham W. Hwang 11 1 0 26 Sep 2023
Semantic Information Extraction for Text Data with Probability Graph Zhouxiang Zhao Zhaohui Yang Ye Hu Licheng Lin Zhaoyang Zhang 11 16 0 16 Sep 2023
Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities Kai Li Billy Pik Lik Lau Xinnan Yuan W. Ni Mohsen Guizani Chau Yuen 16 46 0 13 Jul 2023
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 23 12 0 20 Jun 2023
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M. Ferrag Othmane Friha B. Kantarci Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Djallel Hamouda Muna Al-Hawawreh K. Choo 17 42 0 17 Jun 2023
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning Yao Tang Guangxu Zhu Wei Xu M. H. Cheung T. Lok Shuguang Cui 14 7 0 05 Jun 2023
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation Shashi Raj Pandey Van-Phuc Bui P. Popovski FedML 11 4 0 19 May 2023
Self-information Domain-based Neural CSI Compression with Feature Coupling Ziqing Yin Renjie Xie Wei Xu Zhaohui Yang Xiaohu You 16 2 0 30 Apr 2023
Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects Y. Sagduyu S. Ulukus Aylin Yener AAML 13 25 0 19 Dec 2022
Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions Senthil Kumar Jagatheesaperumal Viet Quoc Pham Rukhsana Ruby Zhaohui Yang Chunmei Xu Zhaoyang Zhang 16 50 0 02 Nov 2022
Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication R. Kaewpuang Minrui Xu Wei Yang Bryan Lim Dusit Niyato Han Yu Jiawen Kang X. Shen 13 9 0 24 Sep 2022
Adaptive Resource Allocation in Quantum Key Distribution (QKD) for Federated Learning R. Kaewpuang Minrui Xu Dusit Niyato Han Yu Zehui Xiong X. Shen 13 11 0 24 Aug 2022
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics Renjie Xie Wei Xu Jiabao Yu A. Hu Derrick Wing Kwan Ng A. L. Swindlehurst 14 18 0 04 Aug 2022
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning Qiong Wu Yu Zhao Q. Fan Pingyi Fan Jiangzhou Wang Cui Zhang 16 120 0 02 Aug 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 16 22 0 28 Apr 2022
Efficient Wireless Federated Learning with Partial Model Aggregation Zhixiong Chen Wenqiang Yi A. Nallanathan Geoffrey Ye Li 26 10 0 20 Apr 2022
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 27 211 0 08 Feb 2021
Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design Chongwen Huang Zhaohui Yang G. C. Alexandropoulos Kai Xiong Li Wei Chau Yuen Zhaoyang Zhang Merouane Debbah 15 324 0 22 Jan 2021
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots Ahmed Imteaj M. Amini 73 51 0 11 Jan 2021
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 65 201 0 21 Jul 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 24 102 0 08 Feb 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 136 1,663 0 14 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016