工程教育 5.0 中的元宇宙注入式 VR/AR 的 QoS 增强型负载均衡策略

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-02-07 DOI:10.1002/cae.22722
Kiran Deep Singh, Prabh Deep Singh
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引用次数: 0

摘要

增强现实(AR)和虚拟现实(VR)技术的发展开创了沉浸式体验的新时代,其应用范围从娱乐到教育不一而足。所提出的框架引入了一个雾层,该雾层具有创新的、改进的地理负载平衡算法。它能优化负载分配,并提供对增强 AR/VR 应用的用户体验非常重要的服务质量(QoS)参数。iFogSim 工具包在基于脑电图的 VR/AR 游戏应用中对该框架进行了实验验证。此外,还在各种场景中测试了所提出的框架。结果表明,提出的算法改善了 AR/VR 应用的 QoS,在平均延迟、抖动和数据包丢失方面都有明显改善。未来的研究应着眼于解决这些局限性,以便更全面地了解拟议框架的实用性和有效性。身临其境技术的发展将在多个领域继续扩大,未来的研究将重点关注能效、安全性和实际应用。
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QoS-enhanced load balancing strategies for metaverse-infused VR/AR in engineering education 5.0

The evolution of augmented reality (AR) and virtual reality (VR) technologies has ushered in a new era of immersive experiences, with applications ranging from entertainment to education. The proposed framework introduces a fog layer with an innovative, improved geographic load-balancing algorithm. It optimizes load distribution and provides quality of service (QoS) parameters that are important for enhancing user experiences for AR/VR applications. The iFogSim toolkit experimentally validates the framework in electroencephalogram-based VR/AR gaming applications. Also, the proposed framework is tested in a diverse range of scenarios. Results show that the proposed algorithm improves QoS for AR/VR applications with noticeable improvements on average latency, jitter, and packet loss. Future research should aim to address these limitations for a more comprehensive understanding of the proposed framework's practicality and effectiveness. The development of immersive technologies will continue to expand in multiple sectors, and future research will focus on energy efficiency, security, and real-world applications.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊最新文献
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