With the advent of 5G technology, the notion of latency got a prominent role in wireless connectivity, serving as a proxy term for addressing the requirements for real-time communication. As wireless systems evolve towards 6G, the ambition to immerse the digital into the physical reality will increase. Besides making the real-time requirements more stringent, this immersion will bring the notions of time, simultaneity, presence, and causality to a new level of complexity. A growing body of research points out that latency is insufficient to parameterize all real-time requirements. Notably, one such requirement that received a significant attention is information freshness, defined through the Age of Information (AoI) and its derivatives. The objective of this article is to investigate the general notion of timing in wireless communication systems and networks and its relation to effective information generation, processing, transmission, and reconstruction at the senders and receivers. We establish a general statistical framework of timing requirements in wireless communication systems, which subsumes both latency and AoI. The framework is made by associating a timing component with the two basic statistical operations, decision and estimation. We first use the framework to present a representative sample of the existing works that deal with timing in wireless communication. Next, it is shown how the framework can be used with different communication models of increasing complexity, starting from the basic Shannon one-way communication model and arriving to communication models for consensus, distributed learning, and inference. Overall, this paper fills an important gap in the literature by providing a systematic treatment of various timing measures in wireless communication and sets the basis for design and optimization for the next-generation real-time systems.
翻译:随着5G技术的出现,延时概念在无线连通中占据突出地位,作为满足实时通信要求的代用术语,延时概念在无线连通中占据突出地位,成为满足实时通信要求的代用术语。随着无线系统向6G发展,将数字融入实际现实的雄心将增加。除了使实时要求更加严格外,这种浸入将时间、同时性、存在和因果关系的概念带到新的复杂程度。越来越多的研究表明,延时概念不足以将所有实时需求参数化。值得注意的是,这种需要得到极大关注的是信息新鲜度,通过信息时代处理及其衍生物来界定信息新鲜度。随着无线通信系统和网络进入实际现实现实,这一文章的目标是调查无线通信系统和网络的时间安排及其与有效信息生成、处理、传输和接收器的重建之间的关系。我们建立了无线通信系统时间要求的一般统计框架,该系统既反映着调时差,又反映着所有实时需求。这一框架通过将时间组成部分与两个基本的统计操作、决定和估算方法加以界定。我们首先利用了无线通信设计框架,从现在的汇率到现在的汇率框架,从一种通信模型到现在的计算。