异构目标双用户语义源编码

Pouya Agheli, Nikolaos Pappas, M. Kountouris
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引用次数: 3

摘要

我们研究了一个多用户系统,其中一个信息源向两个具有异构目标的监视器提供状态更新。首先执行语义过滤,为每个监视器选择最有用的实现。然后对数据包进行编码并发送,以便每个监视器都能及时完成其目标。在这方面,有些实现对两个监视器都很重要,而其他实现仅对一个监视器有用。我们通过最大化两个监视器的语义感知实用函数的加权和来确定分配给所选数据包到达的最佳实际码字长度。我们的分析和数值结果提供了不同到达率的最佳设计参数,并强调了使用语义过滤和源编码在及时状态更新传递方面的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semantic Source Coding for Two Users with Heterogeneous Goals
We study a multiuser system in which an information source provides status updates to two monitors with heterogeneous goals. Semantic filtering is first performed to select the most useful realizations for each monitor. Packets are then encoded and sent so that each monitor can timely fulfill its goal. In this regard, some realizations are important for both monitors, while every other realization is informative for only one monitor. We determine the optimal real codeword lengths assigned to the selected packet arrivals in the sense of maximizing a weighted sum of semantics-aware utility functions for the two monitors. Our analytical and numerical results provide the optimal design parameters for different arrival rates and highlight the improvement in timely status update delivery using semantic filtering and source coding.
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