Framework and Challenges: H.265/HEVC Rate Control in Real-Time Transmission over 5G Mobile Networks

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CONFERENCE: EAI International Conference on Mobile Multimedia Communications (MOBIMEDIA)

EAI International Conference on Mobile Multimedia Communications (MOBIMEDIA)

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Chen, Lei
Efficiency; Big forensic data; Analysis; NoSQL; Framework; Challenges; H.265/HEVC; Rate control; Realtime; Transmission; 5G mobile networks; Smart; Private; Social activity; Invitation; Historical data; Smart devices; Enterprise security; Cost-effective; Highly customizable; Network monitoring
lecture / presentation description
The newly emerging video coding standard H.265/HEVC, jointly developed by ITU and ISO, is being adopted by an increasing number of applications and platforms such as YouTube, Netflix, video conferencing, live broadcasting, etc. Rate control has always been a main research area in live video streaming over wireless networks. While rate control has been extensively studied for previous video coding standards, such as H.263 and H.264/AVC, insufficient research has been done for H.265/HEVC. Also, due to the new features, tools, data structures, and algorithms introduced in H.265/HEVC to improve its coding efficiency, the algorithmic and computational complexities of its rate control schemes are greater than all its predecessors. The increasing complexities have hindered the adoption of H.265/HEVC in its real-time streaming over mobile wireless networks, such as 4G networks and the forthcoming 5G networks. In this research, the rate control algorithms/methodologies for H.265/HEVC and the corresponding mathematical modeling of each of its components will be investigated. Our goal is to develop low-complexity and highly-efficient rate control schemes for H.265/HEVC to improve its network adaptability and enable its applications to various mobile wireless streaming scenarios. In this paper, we also discuss a number of key research problems and challenges under this framework.