视频编码与传输的联合能量优化

Ziyu Ye, Rana Hegazy, Wei Zhou, P. Cosman, L. Milstein
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引用次数: 3

摘要

一次性无线视频传感器有许多潜在的应用,但受到严格的能源限制。通过优化FEC码率、源比特数以及视频编码和无线传输之间的能量分配,研究了总能量约束下端到端失真的最小化问题。采用了两步方法。首先,通过穷举搜索优化FEC率。然后提出了一种基于二叉搜索的算法来优化能量分配和源比特数。实验表明,该算法在合理的基准上实现了高达1dB的PSNR增益。本文还测试了一种更简单的次优算法,并显示出类似的性能。
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Joint Energy Optimization of Video Encoding and Transmission
Disposable wireless video sensors have many potential applications but are subject to stringent energy constraints. We studied the minimization of end-to-end distortion under an total energy constraint, by means of optimizing FEC code rate, number of source bits, and energy allocation between video encoding and wireless transmission. A two-step approach is employed. First, the FEC rate is optimized by exhaustive search. Then a binary-search-based algorithm is proposed to optimize the energy allocation and number of source bits. Experiments show that the algorithm achieves a PSNR gain up to 1dB over some reasonable baselines. A simpler suboptimal algorithm is also tested and exhibits similar performance.
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