基于平衡记分卡的脊柱编码分析与优化:基于AoI的视角

Siqi Meng, Shaohua Wu, Aimin Li, J. Jiao, Ning Zhang, Qinyu Zhang
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引用次数: 0

摘要

在超可靠低延迟通信(URLLC)和未来的6G通信中,信息时代(AoI)的优化将增强实时状态更新情况下的性能。脊髓码是一种新型的无速率码,它可以在加性高斯白噪声(AWGN)信道和二进制对称信道(BSC)上实现信道容量,因此最小化脊髓码的AoI将显著降低实时状态更新系统的延迟。本文首先研究了一种特殊码-脊髓码的AoI,并推导了脊髓码的AoI的上界。我们还证明了在传输模式中获得细粒度速率可以降低脊髓码的AoI。在此基础上,提出了优化问题,并推导出脊髓码的增量尾部传输模式是使AoI最小的最优模式。仿真结果表明,当信道条件较好时,Spinal码的AoI上界更紧,与基于针孔的模式和pass-to-pass模式相比,增量尾传输模式是实现最低AoI的最佳模式。
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Analysis and Optimization of Spinal Codes over the BSC: from the AoI Perspective
In the ultra-reliable low-latency communications (URLLC) and the prospective 6G communications, the optimization of the age of information (AoI) will enhance the performance in the real-time status update situations. Spinal codes is a new type of rateless codes which can achieve the channel capacity over both the additive white Gaussian noise (AWGN) channels and the binary symmetric channels (BSC), so minimizing the AoI of Spinal codes will significantly decrease the latency of the real-time status update system. In this paper, we firstly study the AoI of a specific code—Spinal codes, and derive the upper bound of the AoI of Spinal codes. We also prove that obtaining a fine-grained rate in the transmission pattern will decrease the AoI of Spinal codes. Then we formulate the optimizing problem and derive that the incremental-tail-transmission pattern of Spinal codes is the optimal pattern to minimize the AoI. Simulation results demonstrate that the upper bound of the AoI of Spinal codes is tighter when the channel condition is better and the incremental-tail-transmission pattern of Spinal codes is the optimal pattern to achieve the lowest AoI compared with the puncture-based pattern and the pass-to-pass pattern.
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