Optimal Mobility Aware Wireless Edge Cloud Support for the Metaverse

01/16/2023
by   Zhaohui Huang, et al.
0

Mobile augmented reality (MAR) applications extended in the metaverse could provide mixed and immersive experiences by amalgamating the virtual and physical world. However, the joint consideration between MAR and metaverse seeks the reliable and high quality support for foreground interactions and background contents from these applications, which intensifies their consumption in energy, caching and computing resources. To tackle these challenges, a more flexible request assignment and resource allocation with more efficient processing are proposed in this paper through anchoring decomposed metaverse AR services at different edge nodes and proactively caching background metaverse region models embedded with target Augmented Reality Objects (AROs).Advanced terminals are also considered to further reduce service delay at an acceptable cost of energy consumption.We then propose and solve a joint optimization problem that explicitly considers the balance between service delay and energy consumption under the constraint of user perception quality in a mobility event.By also explicitly taking into account capabilities of user terminals, the proposed optimized scheme is compared to its terminal oblivious version in this paper. According to a wide set of numerical investigations, the proposed scheme owns advantages in service latency and energy efficiency over other nominal baseline schemes which neglect capacities of terminals, user physical mobility, service decomposition and the inherent multi modality of the metaverse MAR service.

READ FULL TEXT

page 1

page 2

research
09/19/2022

Mobility Aware Optimization in the Metaverse

Metaverse applications that incorporate Mobile Augmented Reality (MAR) p...
research
08/09/2023

Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approach

Metaverse enables users to communicate, collaborate and socialize with e...
research
04/15/2021

Enhanced LSTM-based Service Decomposition for Mobile Augmented Reality

Undoubtedly, Mobile Augmented Reality (MAR) applications for 5G and Beyo...
research
08/03/2022

Joint Optimization of DNN Inference Delay and Energy under Accuracy Constraints for AR Applications

The high computational complexity and high energy consumption of artific...
research
10/27/2017

Optimal Control of Wireless Computing Networks

Augmented information (AgI) services allow users to consume information ...
research
01/03/2023

Joint Optimization of Video-based AI Inference Tasks in MEC-assisted Augmented Reality Systems

The high computational complexity and energy consumption of artificial i...
research
02/19/2013

A Genetic Algorithm for Power-Aware Virtual Machine Allocation in Private Cloud

Energy efficiency has become an important measurement of scheduling algo...

Please sign up or login with your details

Forgot password? Click here to reset