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Low delay video streaming on the internet of things using raspberry Pi

机译:使用树莓派在物联网上的低延迟视频流

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摘要

The Internet of Things is predicted to consist of over 50 billion devices aiming to solve problems in most areas of our digital society. A large part of the data communicated is expected to consist of various multimedia contents, such as live audio and video. This article presents a solution for the communication of high definition video in low-delay scenarios (<200 ms) under the constraints of devices with limited hardware resources, such as the Raspberry Pi. We verify that it is possible to enable low delay video streaming between Raspberry Pi devices using a distributed Internet of Things system called the SensibleThings platform. Specifically, our implementation transfers a 6 Mbps H.264 video stream of 1280 × 720 pixels at 25 frames per second between devices with a total delay of 181 ms on the public Internet, of which the overhead of the distributed Internet of Things communication platform only accounts for 18 ms of this delay. We have found that the most significant bottleneck of video transfer on limited Internet of Things devices is the video coding and not the distributed communication platform, since the video coding accounts for 90% of the total delay.
机译:物联网预计将包含超过500亿个旨在解决我们数字社会大多数领域中的问题的设备。预计传送的数据中的很大一部分将包含各种多媒体内容,例如实时音频和视频。本文提出了一种在硬件资源有限的设备(例如Raspberry Pi)的约束下,在低延迟场景(<200 ms)中进行高清视频通信的解决方案。我们验证是否有可能使用称为SensibleThings平台的分布式物联网系统在Raspberry Pi设备之间启用低延迟视频流。具体来说,我们的实现在公共互联网上以每秒25帧的速度在设备之间以每秒25帧的速度传输1280×720像素的6 Mbps H.264视频流,总延迟为181 ms,其中仅分布式物联网通信平台的开销占此延迟的18毫秒。我们发现,在有限的物联网设备上,视频传输的最主要瓶颈是视频编码,而不是分布式通信平台,因为视频编码占总延迟的90%。

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