计算机科学 ›› 2010, Vol. 37 ›› Issue (3): 94-98.
• 计算机网络与信息安全 • 上一篇 下一篇
白光伟,靳勇,张芃
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BAI Guang-wei,JIN Yong,ZHANG Peng
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摘要: 提出了一种用于无线实时流媒体传输的数据链路层自适应混合FEC/ARQ控制策略,以显著提高接收方的播放质量。该策略采用跨层设计的方法,基于Kalman滤波器预测当前的网络状态,自适应地调整FEC参数N和ARQ参数Nmax;另一方面,在应用层采用自适应FEC策略,在视频源数据和冗余数据之间动态分配网络带宽。数学分析和仿真验证均表明,该策略能使接收方获得最大的可播放帧率,有效地提高了流媒体传输的可靠性和实时性。
关键词: 无线实时流媒体,跨层设计,Kalman滤波,自适应混合FEC/ARQ,性能评价
Abstract: This paper proposed an adaptive hybrid forward error correction (FEC)/automatic repeat request (ARQ) algorithm at the data link layer for wireless media streaming,in the hope that the media could make receivers to get high quality media streaming. The algorithm, based on cross-layer optimisation design,predicts the packet loss rate using the Kalman filter,and adjusts the FEC parameter N and the ARQ parameter Nmax ; On the other hand, we used an adaptive FEC at the application layer to adjust the sending rate of MPEG video frame adaptively and allocate the network bandwidth resource between the MPEG video source data and the redundant data dynamically. Both the mathematical analysis and simulation demonstrate that the proposed mechanism can significantly improve duality of media streaming, in terms of playable frame rate, reliability and real-time performance on the receiving side.
Key words: Wireless real-time media streaming, Cross-layer design, Kalman filter, Adaptive hybrid FEC/ARQ, Performance evaluation
白光伟,靳勇,张芃. 基于Kalman滤波的无线流媒体自适应混合FEC/ ARQ控制策略[J]. 计算机科学, 2010, 37(3): 94-98. https://doi.org/
BAI Guang-wei,JIN Yong,ZHANG Peng. Kalman Filter-based Adaptive Hybrid FEC/ARQ Mechanism for Wireless Media Streaming[J]. Computer Science, 2010, 37(3): 94-98. https://doi.org/
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