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Performance evaluation of FEC techniques based on BCH codes in video streaming over wireless sensor networks

机译:基于BCH码的FEC技术在无线传感器网络视频流中的性能评估

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Video streaming in wireless sensor networks is a promising and challenging application. The reduced amount of available bandwidth, as well as the low-computational power available for acquiring and processing video frames on tiny devices, imposes the transmission of low resolution video frames at a low frame rate. In such a scenario the amount of information carried by each video frame must be preserved as mush as possible in order to avoid possible artifacts in the reconstructed dynamics of the scene. In this paper we first evaluate the impact of the bit error rate on the quality of the received video stream, then we propose a forward error correction technique based on the use of BCH codes to preserve the video quality. The proposed technique, fully compliant with the IEEE802.15.4 standard, reaches a PSNR improvement of 1.95 dB, with respect to the plain transmission, while requiring an additional minimal overhead of 22.51% in the number of transmitted bits. When a higher protection level is exploited a PSNR improvement of 3.72 dB has been experienced at the cost of 40.74% additional overhead.
机译:无线传感器网络中的视频流是一个有前途和挑战性的应用。可用带宽的减少,以及可用于在小型设备上获取和处理视频帧的低计算能力,迫使以低帧速率传输低分辨率视频帧。在这种情况下,每个视频帧承载的信息量必须尽可能地保持糊状,以避免在场景的动态重建过程中可能出现伪像。在本文中,我们首先评估误码率对接收视频流质量的影响,然后提出一种基于BCH码的前向纠错技术,以保持视频质量。所提出的技术完全符合IEEE802.15.4标准,相对于普通传输,其PSNR改善了1.95 dB,同时在传输位数上还需要22.51%的额外最小开销。当采用更高的保护级别时,以40.74%的额外开销为代价,可实现3.72 dB的PSNR改善。

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