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Content-aware packet scheduling strategy for medical ultrasound videos over LTE wireless networks

机译:LTE无线网络上医疗超声视频的内容感知数据包调度策略

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In parallel to the advancements in communication technologies, telemedicine research has continually adapted to develop various healthcare applications. The latest wireless technology Long-Term Evolution(LTE) is being increasingly deployed across developed countries and rapidly adopted by developing countries. In this paper, a content-aware packet scheduling approach for medical ultrasound videos is proposed. The contribution of this work is introducing a utility function based on the temporal complexity of the video frames. The utility function is used with four schedulers to prioritise the video packets based on their temporal complexity and type of frame (e.g. I frame). The results show that the utility function improves the packet delay performance obtained in our simulation when compared with content-unaware approach. Further, gain in average PSNR and SSIM are also observed in the received video quality. Research on content-aware packet scheduling for telemedicine applications over advanced wireless networks is limited and our work contributes towards addressing this research gap. (C) 2018 Elsevier B.V. All rights reserved.
机译:与通信技术的发展并行的同时,远程医学研究也不断适应开发各种医疗保健应用程序。最新的无线技术长期演进(LTE)越来越多地在发达国家中部署,并被发展中国家迅速采用。本文提出了一种基于内容的医学超声视频包调度方法。这项工作的贡献是基于视频帧的时间复杂度引入了效用函数。实用程序功能与四个调度程序一起使用,可根据视频数据包的时间复杂度和帧类型(例如I帧)确定优先级。结果表明,与不知道内容的方法相比,效用函数改善了我们在仿真中获得的数据包延迟性能。此外,在接收的视频质量中也观察到平均PSNR和SSIM的增益。对于高级无线网络上远程医疗应用程序的内容感知包调度的研究是有限的,我们的工作为解决这一研究空白做出了贡献。 (C)2018 Elsevier B.V.保留所有权利。

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