A Novel Prediction-Based 6DoF MR Stream Provisioning Scheme for Layered-Encoded Volumetric Videos
Abstract
The rise of mixed reality (MR) as a key mobile application draws interest. Wireless headsets in femtocell networks complicate resource optimization. This study proposes a resource allocation for volumetric MR streaming in multi-BS settings. Neural networks predict viewing directions; based on predictions, confidence, and layers, the algorithm customizes vision scope and quality to boost utility. Simulations show superior performance.
Fields of Study & Subjects
Video Coding and Compression Technologies
Image and Video Quality Assessment
Advanced Wireless Network Optimization
Publication details
- Journal / source
- IEEE Consumer Communications and Networking Conference
- Pages
- 1–4
- Publication date
- 9 January 2026