5G网络中情感感知移动云计算概论

Vybhava, S. PavithranM, R. ShrihariM
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引用次数: 0

摘要

5G技术的发展使无线世界实现了无障碍互联。这项新技术旨在实现许多具有挑战性的应用,并有望在资源密集型移动终端上提供更多的交互式和个性化服务。5G网络背景下兴起的移动云计算(MCC)有能力克服这一瓶颈,在移动云辅助计算和大数据分析交付的支持下,为移动用户提供资源密集型服务。在5G网络环境下,提出了一种基于移动云计算和情感计算的新框架EMC,以提供以人为中心的情感感知服务。利用所提出的框架,改进了传统的MCC架构,以实现情感感知应用所需的体验质量(QoE)。在此基础上,针对电磁兼容中通信与计算的基本权衡,设计了一种分区方案。该框架将有助于在5G网络中提供以人为本、个性化和智能的情感感知应用。
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Introduction to Emotion -Aware Mobile Cloud Computing in 5G Network
The development of 5G technology has lead the wireless world to be interconnected without any barriers. This new technology is aiming to achieve many challenging applications and more  interactive and personalized services are expected to be available with resource-intensive mobile terminal. The mobile cloud computing (MCC) emerging in the context of 5G networks has the capability to overcome this bottleneck, which enables the resource-intensive services for mobile users with the support of mobile cloud assisted computing and big data analysis and delivery. In this article, a novel framework named EMC in the context of 5G networks, which offers human- centric emotion-aware services by mobile cloud computing and affective computing is proposed. With the proposed framework, the traditional MCC architecture is modified to achieve the required Quality of Experience (QoE) in emotion-aware applications. Furthermore, we design a partitioning solution corresponding to the fundamental trade- off between the communication and computation  in EMC. The framework would be helpful to provide human centric, personalized and intelligent emotion-aware applications in 5G networks.
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