A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling Technologies,and Challenges
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Abstract (arXiv)
Dubbed "the successor to the mobile Internet", the concept of the Metaverse has grown in popularity. While there exist lite versions of the Metaverse today, they are still far from realizing the full vision of an immersive, embodied, and interoperable Metaverse. Without addressing the issues of implementation from the communication and networking, as well as computation perspectives, the Metaverse is difficult to succeed the Internet, especially in terms of its accessibility to billions of users today. In this survey, we focus on the edge-enabled Metaverse to realize its ultimate vision. We first provide readers with a succinct tutorial of the Metaverse, an introduction to the architecture, as well as current developments. To enable ubiquitous, seamless, and embodied access to the Metaverse, we discuss the communication and networking challenges and survey cutting-edge solutions and concepts that leverage next-generation communication systems for users to immerse as and interact with embodied avatars in the Metaverse. Moreover, given the high computation costs required, e.g., to render 3D virtual worlds and run data-hungry artificial intelligence-driven avatars, we discuss the computation challenges and cloud-edge-end computation framework-driven solutions to realize the Metaverse on resource-constrained edge devices. Next, we explore how blockchain technologies can aid in the interoperable development of the Metaverse, not just in terms of empowering the economic circulation of virtual user-generated content but also to manage physical edge resources in a decentralized, transparent, and immutable manner. Finally, we discuss the future research directions towards realizing the true vision of the edge-enabled Metaverse.
Key facts. Cited by 39 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 Mar 2022.
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Citing papers per year: 2022: 10; 2023: 14; 2024: 8; 2025: 6; 2026: 1.
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- 2023Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaversescited by 22
- 2022HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaversecited by 14
- 2023Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challengescited by 12
- 2024Visual Language Model based Cross-modal Semantic Communication Systemscited by 12
- 2025World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networkscited by 12
- 2022Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directionscited by 11
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Predictioncited by 10
- 2024Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Surveycited by 9
- 2023A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainabilitycited by 7
- 2023Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaversecited by 6
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computingcited by 5
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approachcited by 5
27 more
- 2025High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCCcited by 5
- 2022Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Designcited by 4
- 2022Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergencecited by 3
- 2022Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaversescited by 3
- 2022Mobile Augmented Reality with Federated Learning in the Metaversecited by 3
- 2023Semantic Information Marketing in The Metaverse: A Learning-Based Contract Theory Frameworkcited by 3
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directionscited by 3
- 2023Real-Time Onboard Object Detection for Augmented Reality: Enhancing Head-Mounted Display with YOLOv8cited by 3
- 2023Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Surveycited by 3
- 2023Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computingcited by 3
- 2024Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Drivingcited by 3
- 2023A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collectioncited by 2
- 2024Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing Systemcited by 2
- 2024Enhancing Trust and Security in the Vehicular Metaverse: A Reputation-Based Mechanism for Participants with Moral Hazardcited by 2
- 2025Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaversescited by 2
- 2025Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetescited by 2
- 2022When Quantum Information Technologies Meet Blockchain in Web 3.0cited by 1
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approachcited by 1
- 2023Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approachcited by 1
- 2022Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computingcited by 0
- 2022Need of 6G for the Metaverse Realizationcited by 0
- 2023Dynamic Resource Allocation for Metaverse Applications with Deep Reinforcement Learningcited by 0
- 2024Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Drivingcited by 0
- 2024Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computingcited by 0
- 2025MetaFed: Advancing Privacy, Performance, and Sustainability in Federated Metaverse Systemscited by 0
- 2025Task-Oriented Edge-Assisted Cross-System Design for Real-Time Human-Robot Interaction in Industrial Metaversecited by 0
- 2026Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapycited by 0
- 2026Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy8 Aug 2026
- 2025Task-Oriented Edge-Assisted Cross-System Design for Real-Time Human-Robot Interaction in Industrial Metaverse28 Aug 2025
- 2025MetaFed: Advancing Privacy, Performance, and Sustainability in Federated Metaverse Systems24 Aug 2025
- 2025Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetes9 Jun 2025
- 2025World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks31 May 2025
- 2025Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses19 May 2025
- 2025High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC21 Mar 2025
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach8 Jun 2024
- 2024Enhancing Trust and Security in the Vehicular Metaverse: A Reputation-Based Mechanism for Participants with Moral Hazard23 May 2024
- 2024Visual Language Model based Cross-modal Semantic Communication Systems6 May 2024
- 2024Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey9 Apr 2024
- 2024Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing13 Mar 2024
27 more
- 2024Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving22 Feb 2024
- 2024Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System15 Feb 2024
- 2024Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving7 Feb 2024
- 2023Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computing23 Dec 2023
- 2023A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability27 Oct 2023
- 2023Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey19 Sep 2023
- 2023Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approach15 Aug 2023
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approach9 Aug 2023
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction26 Jun 2023
- 2023Real-Time Onboard Object Detection for Augmented Reality: Enhancing Head-Mounted Display with YOLOv86 Jun 2023
- 2023A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection29 May 2023
- 2023Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges23 May 2023
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions18 Apr 2023
- 2023Dynamic Resource Allocation for Metaverse Applications with Deep Reinforcement Learning27 Feb 2023
- 2023Semantic Information Marketing in The Metaverse: A Learning-Based Contract Theory Framework22 Feb 2023
- 2023Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaverses16 Feb 2023
- 2023Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaverse18 Jan 2023
- 2022Need of 6G for the Metaverse Realization28 Dec 2022
- 2022Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing19 Dec 2022
- 2022Mobile Augmented Reality with Federated Learning in the Metaverse16 Dec 2022
- 2022Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design13 Dec 2022
- 2022When Quantum Information Technologies Meet Blockchain in Web 3.029 Nov 2022
- 2022HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse7 Nov 2022
- 2022Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses24 Oct 2022
- 2022Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence28 Sep 2022
- 2022Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions9 Sep 2022
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing13 Apr 2022
- 2023Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaversescited by 22
- 2022HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaversecited by 14
- 2023Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challengescited by 12
- 2022Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directionscited by 11
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Predictioncited by 10
- 2024Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Surveycited by 9
- 2023A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainabilitycited by 7
- 2023Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaversecited by 6
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computingcited by 5
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approachcited by 5
- 2025High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCCcited by 5
- 2022Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Designcited by 4
12 most cited of 35 All 35 (JSON)
- 2025Task-Oriented Edge-Assisted Cross-System Design for Real-Time Human-Robot Interaction in Industrial Metaverse28 Aug 2025
- 2025MetaFed: Advancing Privacy, Performance, and Sustainability in Federated Metaverse Systems24 Aug 2025
- 2025Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetes9 Jun 2025
- 2025Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses19 May 2025
- 2025High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC21 Mar 2025
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach8 Jun 2024
- 2024Enhancing Trust and Security in the Vehicular Metaverse: A Reputation-Based Mechanism for Participants with Moral Hazard23 May 2024
- 2024Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey9 Apr 2024
- 2024Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing13 Mar 2024
- 2024Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving22 Feb 2024
- 2024Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System15 Feb 2024
- 2023Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computing23 Dec 2023
12 newest of 35 All 35 (JSON)