Papers for

virtual reality platform developers

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

Event-based communication improves immersive 6g experience and efficiency

Event-Native Immersive Communication for 6G: From Multimodal Streams to Event Beliefs

Abstract: The development of multimodal sensing capabilities is crucial for realizing immersive communications and enabling rich, natural remote interactions in future sixth-generation~(6G) communications. However, transmitting high-dimensional sensory streams places substantial pressure on wireless resources and leaves a fundamental question unresolved: what information about the underlying physical process should be preserved across wireless delivery? To address this issue, we establish an event-native immersive-communication framework in which a service-relevant physical event defines the communication object, while event beliefs represent the information available to transceiver agents before and after wireless delivery. Based on this event-native framework, we further propose event-belief deficiency (EBD) to evaluate quality of experience (QoE) in immersive communications, which differs from the conventional normalized mean-squared error (NMSE), as NMSE can be insensitive to physically distinct procedures whose stream distortions lie in a similar range. For Gaussian event beliefs with mode-separable delivery over Rayleigh fading, we derive the log-det EBD, its induced received signal-to-noise ratio (SNR) threshold, the exact outage probability, and the required transmit SNR. Simulation results with a physics-driven source show that stream NMSE can remain nearly unchanged across physically distinct event procedures, whereas log-det EBD reliably reflects their event-level uncertainty. Relative to a mean-squared-error (MSE)-oriented interface, event-native delivery reduces normalized log-det EBD by up to $63.6\%$ and lowers the required average received SNR by $3.47$~dB under the evaluated outage constraint, substantiating the effectiveness of the proposed framework.

Thu 8 OctInformation Theory
The gist
Sending all raw sensory data for virtual experiences in future 6G networks uses too much wireless power and bandwidth. The authors suggest focusing on the key events happening in the physical world instead, and communicating beliefs about these events. This approach better captures what really matters for users’ experience and reduces the needed signal strength compared to traditional error-focused methods. Their simulations show this event-based method cuts communication errors and power requirements significantly.
Open → 2610.12270v1

Multi-agent system improves nonvisual access to virtual worlds for blind users

Beyond Scene Description: Multi-Agent Orchestration for Non-visual Access to Virtual Worlds

Abstract: Virtual worlds now host classrooms, meetings, conferences, shops, and social venues, and nearly every interaction they expose assumes a user who can scan a three-dimensional scene, follow avatars, and read floating panels. Blind and visually impaired (BVI) users are left with assistive tools that each solve one task in isolation: naming an object, reading text, describing a scene, or planning a route. A live virtual room defeats that model: obstacles, speakers, gestures, chat, slides, and notifications arrive together, and a tool that narrates all of them trades a visual barrier for an auditory one. This paper presents MetaBlind, an architecture that distributes nonvisual access across eight specialized agents, spanning perception, navigation, social and object interaction, communication, safety and trust, memory, and personalization, and that places an Accessibility Orchestrator between those agents and the user. Agents publish candidate information into a shared accessibility context instead of speaking to the user directly. The orchestrator scores each candidate on safety relevance, goal relevance, urgency, confidence, user relevance, and estimated listening load, then releases only the items it judges relevant at that moment through speech, structured audio, or haptic output. We give the selection step a formal statement, specify the orchestration cycle as an algorithm, and define an evaluation protocol against a single-agent assistant. MetaBlind is reported at the design stage, with no prototype measurement or user study, and the protocol states which outcomes would support the design and which would refute it.

Sun 13 SeptArtificial Intelligence
The gist
Virtual worlds often rely on visual information that blind or visually impaired people cannot easily access. Existing tools each handle only one task like naming objects or describing scenes. The authors present MetaBlind, a system that uses multiple specialized agents working together to gather and prioritize useful information, and then shares only the most relevant details with the user through speech or touch. This approach aims to reduce information overload and make virtual worlds more accessible. The paper describes the system design and how to evaluate it, but no prototype or user testing has been conducted yet.
Open → 2609.14512v1