Frame-Channel Polarization for Improved Reliability in Mobile Video Wireless Transmission

IF 3.2 1区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Zhaoyang Wang;Jiaxi Zhou;Guanghua Liu;Yangyang Liu;Ting Bi;Tao Jiang
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引用次数: 0

Abstract

In this paper, we propose a Frame-Channel Polarization (FCP) technique to enhance wireless transmission reliability for low-latency mobile video in Multiple-Input Multiple-Output Orthogonal Frequency-Division Multiplexing (MIMO-OFDM) systems. We begin by analyzing the reliability of video frame transmission, quantified by the Transmission Success Probability (TSP), and derive closed-form TSP expressions under Maximum Ratio Combining (MRC) for a single subcarrier. We also summarize the corresponding TSP formulation for Zero-Forcing (ZF). To extend the analysis to multiple subcarriers, we introduce a dynamic programming approach that computes the TSP for multiple subcarriers based on the single-subcarrier results, thereby reducing computational complexity from exponential to polynomial. Using TSP as a reliability metric, the FCP method dynamically prioritizes subcarrier allocation, assigning more resources to high-priority video frames while allocating fewer subcarriers to lower-priority frames. As a result, the reliability of frame channels becomes polarized, with the degree of polarization directly linked to the reliability requirements of each frame. Experimental results validate the accuracy of the derived TSP expressions for both single and multiple subcarriers and demonstrate that the FCP method significantly improves transmission reliability compared to existing methods, achieving improvements in reliability for low-latency video transmission.
提高移动视频无线传输可靠性的帧信道极化
在本文中,我们提出了一种帧信道极化(FCP)技术,以提高多输入多输出正交频分复用(MIMO-OFDM)系统中低延迟移动视频的无线传输可靠性。本文首先分析了视频帧传输的可靠性,用传输成功概率(TSP)来量化,并推导了单个子载波在最大比组合(MRC)下的封闭式TSP表达式。总结了零强迫(ZF)的TSP公式。为了将分析扩展到多子载波,我们引入了一种动态规划方法,该方法基于单子载波结果计算多子载波的TSP,从而将计算复杂度从指数降低到多项式。FCP方法采用TSP作为可靠性度量,动态地优先分配子载波,将更多的资源分配给高优先级视频帧,而将更少的子载波分配给低优先级视频帧。因此,帧信道的可靠性出现极化,极化程度直接与每个帧的可靠性要求挂钩。实验结果验证了推导出的单子载波和多子载波的TSP表达式的准确性,并表明与现有方法相比,FCP方法显著提高了传输可靠性,提高了低延迟视频传输的可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Broadcasting
IEEE Transactions on Broadcasting 工程技术-电信学
CiteScore
9.40
自引率
31.10%
发文量
79
审稿时长
6-12 weeks
期刊介绍: The Society’s Field of Interest is “Devices, equipment, techniques and systems related to broadcast technology, including the production, distribution, transmission, and propagation aspects.” In addition to this formal FOI statement, which is used to provide guidance to the Publications Committee in the selection of content, the AdCom has further resolved that “broadcast systems includes all aspects of transmission, propagation, and reception.”
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