Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
90 tokens/sec
Gemini 2.5 Pro Premium
54 tokens/sec
GPT-5 Medium
19 tokens/sec
GPT-5 High Premium
18 tokens/sec
GPT-4o
104 tokens/sec
DeepSeek R1 via Azure Premium
78 tokens/sec
GPT OSS 120B via Groq Premium
475 tokens/sec
Kimi K2 via Groq Premium
225 tokens/sec
2000 character limit reached

Enhancing Next-Generation Extended Reality Applications with Coded Caching (2202.06814v2)

Published 11 Feb 2022 in cs.HC, cs.IT, and math.IT

Abstract: The next evolutionary step in human-computer interfaces will bring forward immersive digital experiences that submerge users in a 3D world while allowing them to interact with virtual or twin objects. Accordingly, various collaborative extended reality (XR) applications are expected to emerge, imposing stringent performance requirements on the underlying wireless connectivity infrastructure. In this paper, we examine how novel multi-antenna coded caching (CC) techniques can facilitate high-rate low-latency communications and improve users' quality of experience (QoE) in our envisioned multi-user XR scenario. Specifically, we discuss how these techniques make it possible to prioritize the content relevant to wireless bottleneck areas while enabling the cumulative cache memory of the users to be utilized as an additional communication resource. In this regard, we first explore recent advancements in multi-antenna CC that facilitate the efficient use of distributed in-device memory resources. Then, we review how XR application requirements are addressed within the third-generation partnership project (3GPP) framework and how our envisioned XR scenario relates to the foreseen use cases. Finally, we identify new challenges arising from integrating CC techniques into multi-user XR scenarios and propose novel solutions to address them in practice.

Citations (21)

Summary

We haven't generated a summary for this paper yet.

Dice Question Streamline Icon: https://streamlinehq.com

Follow-up Questions

We haven't generated follow-up questions for this paper yet.