面向目标的语义通信:FBL 状态下编码状态更新系统的 AoII 分析

Siqi Meng;Shaohua Wu;Aimin Li;Qinyu Zhang
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引用次数: 0

摘要

在过去十年中,第五代无线网络(B5G)的出现使得及时更新物联网(IoT)和网络物理系统中的系统状态成为必要,而信息年龄(AoI)一直是一个非常集中的指标。然而,AoI 与内容无关的特性反映了它在表征状态更新信息重要性方面的局限性,这就导致了 AoI 的各种变体,包括不正确信息年龄(AoII)。AoII 是一种以目标为导向的意义(词源上的 "语义")度量,可以克服这些缺点,因此分析 AoII 的性能可以成为实现语义通信的一种潜在方法。然而,在有限块长(FBL)机制下对实用编码状态更新系统的 AoII 分析仍处于初级阶段。据我们所知,我们的研究是首次对 FBL 机制下的 AoII 进行分析。我们明确获得了不同传输方案的平均 AoII 表达式,包括自动重复请求(ARQ)、混合 ARQ(HARQ)和非 ARQ 传输方案。此外,我们从理论上证明了非 ARQ 方案在 AoII 方面优于 ARQ 方案,并通过制定和解决 AoII 最佳区块分配问题,对非 ARQ 方案和 HARQ 方案的 AoII 性能进行了数值比较。大量的仿真结果表明了 AoII 最佳传输方案的优越性。
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Toward Goal-Oriented Semantic Communications: AoII Analysis of Coded Status Update System Under FBL Regime
In the past decade, the emergence of beyond fifth generation (B5G) wireless networks has necessitated the timely updating of system states in Internet of Things (IoT) and cyber-physical systems, where Age of Information (AoI) has been a well-concentrated metric. However, the content-agnostic nature of AoI reflects its limitation of characterizing the significance of status update messages, which induces various variants for AoI including Age of Incorrect Information (AoII). AoII is a goal-oriented significance (etymological meaning of “semantics”) metric that could overcome such shortcomings, and thus analyzing AoII performance can be a potential approach of realizing semantic communications. Nevertheless, AoII analysis of practical coded status update system under finite blocklength (FBL) regime is still in its nascent stages. To the best of our knowledge, our study represents the first analysis of AoII for FBL regime. We explicitly obtain the average AoII expressions for different transmission schemes including Automatic Repeat reQuest (ARQ), Hybrid ARQ (HARQ), and non-ARQ transmission schemes. Moreover, we theoretically prove that non-ARQ scheme outperforms ARQ schemes in terms of AoII, and numerically compare AoII performance between non-ARQ and HARQ schemes by formulating and solving the AoII-optimal block assignment problem. Extensive simulation results show the superiority of AoII-optimal transmission schemes.
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