高速网络中无线视频传输的自适应调度

Zheng Wan, N. Xiong, N. Ghani, M. Peng, A. Vasilakos, Liang Zhou
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引用次数: 17

摘要

随着无线带宽的增加,无线视频应用越来越受欢迎。大规模应用需要高速核心网以分布式方式采集无线终端的视频。由于视频数据首先要通过无线信道传输,因此必须保证无线网络中的视频传输。由于无线带宽仍然有限且波动频繁,因此难以对无线视频传输进行保护。为了减少IEEE 802.11e网络中的视频传输失真,本文提出了一种自适应跨层调度方案。首先,优选将每个视频帧插入到相对排队延迟最小的接入类别(AC)中,以减少传输延迟。其次,在有限带宽约束下,提出了一种动态帧分配算法(DFAA),以保证高优先级帧的高效传输。最后,DFAA的各个参数都配有模糊控制器,能够根据视频数据速率、编码结构和网络负载的变化做出适当的调整。大量的仿真结果验证了所提方案的有效性。
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Adaptive scheduling for wireless video transmission in high-speed networks
With the increase of wireless bandwidth, wireless video applications become more and more popular. A high speed core network is needed for large-scale applications to collect video from wireless terminals in a distributed way. It is necessary to guarantee video transmission in wireless networks because video data should be firstly transmitted via wireless channel. Since wireless bandwidth is still limited and fluctuates frequently, it is difficult to protect wireless video transmission. In this paper, we propose an adaptive cross layer scheduling schema to reduce video transmission distortion in IEEE 802.11e networks. Firstly, it is preferred to insert each video frame into the access category (AC) with minimum relative queuing delay to reduce transmission delay. Secondly, a dynamic frame assignment algorithm (DFAA) is proposed to guarantee the transmission of high priority frames efficiently, with the constraint of limited bandwidth. Finally, each parameter of DFAA is equipped with a fuzzy logic controller which can produce appropriate adjustment to reply quickly to the variation of video data rate, coding structure and network load. Extensive simulation results are presented to validate the effectiveness of our proposed scheme.
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