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Age of Information (AoI) has emerged as a key metric for assessing data freshness in IoT applications, where a large number of devices report time-stamped updates to a monitor. Such systems often rely on random access protocols based on…

信息论 · 计算机科学 2025-06-06 Andrea Munari , Cedomir Stefanovic

We investigate the age-of-information (AoI) in the context of random access networks, in which transmitters need to send a sequence of information packets to the intended receivers over a shared spectrum. Due to interference, the dynamics…

信息论 · 计算机科学 2021-09-21 Howard H. Yang , Ahmed Arafa , Tony Q. S. Quek , H. Vincent Poor

We consider a multi-source network with a common monitor, where fresh updates are generated at each source, following a Poisson process. At any time, at most one source can transmit its update to the monitor, and transmission time for…

信息论 · 计算机科学 2022-01-12 Kumar Saurav

In this paper we analyze the distribution of the Age of Information (AoI) of a tagged data stream sharing a processor with a set of other data streams. We do so in the highly general setting in which the interarrival times pertaining to the…

网络与互联网体系结构 · 计算机科学 2025-02-20 Yoshiaki Inoue , Michel Mandjes

In real-time Industrial Internet of Things (IIoT), e.g., monitoring and control scenarios, the freshness of data is crucial to maintain the system functionality and stability. In this paper, we propose an AoI-Aware Deep Learning (AA-DL)…

网络与互联网体系结构 · 计算机科学 2023-11-23 Hossam Farag , Mohamed Ragab , Cedomir Stefanovic

This work studies the average age of information (AoI) of a monitoring system in which two sensors are sensing the same physical process and update status to a common monitor using their dedicated channels. Generally, using redundant…

网络与互联网体系结构 · 计算机科学 2022-06-14 Tianqing Yang , Zhengchuan Chen , Howard H. Yang , Min Wang , Yunjian Jia , Tony Q. S. Quek

In this paper, we study a system in which a sensor forwards status updates to a receiver through an error-prone channel, while the receiver sends the transmission results back to the sensor via a reliable channel. Both channels are subject…

信息论 · 计算机科学 2025-02-25 Hongyi He , Haoyue Tang , Jiayu Pan , Jintao Wang , Jian Song , Leandros Tassiulas

Age of Information (AoI) has emerged as an important quality-of-service measure for applications that prioritize delivery of the freshest information, e.g., virtual or augmented reality over mobile devices and wireless sensor networks used…

性能 · 计算机科学 2021-10-19 George Kesidis , Takis Konstantopoulos , Michael A. Zazanis

In this paper we consider the age of information (AoI) of a status updating system with a relay, where the updates are delivered to destination either from the direct line or the two-hop link via the relay. An updating packet generated at…

信息论 · 计算机科学 2021-07-12 Jixiang Zhang , Yinfei Xu

In this paper, we study how to collect fresh data in time-varying networks with power constrained users. We measure data freshness from the perspective of the central controller by using the metric Age of Information, namely the time…

信息论 · 计算机科学 2019-11-27 Haoyue Tang , Jintao Wang , Linqi Song , Jian Song

Age of Information (AoI), defined as the time elapsed since the generation of the latest received update, is a promising performance metric to measure data freshness for real-time status monitoring. In many applications, status information…

信息论 · 计算机科学 2020-02-25 Jie Gong , Qiaobin Kuang , Xiang Chen

This paper investigates an Internet of Things (IoT) system in which multiple devices are observing some object's physical parameters and then offloading their observations back to the BS in time with opportunistic channel access.…

信息论 · 计算机科学 2022-10-21 Lei Wang , Rongfei Fan

In status update scenarios, the freshness of information is measured in terms of age-of-information (AoI), which essentially reflects the timeliness for real-time applications to transmit status update messages to a remote controller. For…

信息论 · 计算机科学 2020-02-19 Qiaobin Kuang , Jie Gong , Xiang Chen , Xiao Ma

This paper considers a communication system where a source sends time-sensitive information to its destination. We assume that both arrival and service processes of the messages are memoryless and the source has a single server with no…

信息论 · 计算机科学 2022-12-09 Ashirwad Sinha , Praful D. Mankar , Nikolaos Pappas , Harpreet S. Dhillon

Scheduling updates from remote sensors is a key task for the internet of things (IoT). In this context, the mathematical concept of age of information is often used to capture the freshness of received data. This is, in turn, relevant to…

信息论 · 计算机科学 2022-08-31 Andrea Munari , Leonardo Badia

New technologies for sensing and communication act as enablers for cooperative driving applications. Sensors are able to detect objects in the surrounding environment and information such as their current location is exchanged among…

多智能体系统 · 计算机科学 2023-10-12 Julian Heinovski , Jorge Torres Gómez , Falko Dressler

The age of information (AoI) is used to measure the freshness of the data. In IoT networks, the traditional resource management schemes rely on a message exchange between the devices and the base station (BS) before communication which…

机器学习 · 计算机科学 2024-01-26 Eslam Eldeeb , Mohammad Shehab , Hirley Alves

In real-time status update services for the Internet of Things (IoT), the timely dissemination of information requiring timely updates is crucial to maintaining its relevance. Failing to keep up with these updates results in outdated…

网络与互联网体系结构 · 计算机科学 2024-10-03 Seifu Birhanu Tadele , Binayak Kar , Frezer Guteta Wakgra , Asif Uddin Khan

In this paper, we examine a status updating system where updates generated by the source are sent to the monitor through an erasure channel. We assume each update consists of $k$ symbols and the symbol erasure in each time slot follows an…

信息论 · 计算机科学 2019-05-01 Songtao Feng , Jing Yang

Timeliness is an emerging requirement for many Internet of Things (IoT) applications. In IoT networks, where a large-number of nodes are distributed, severe interference may incur during the transmission phase which causes age of…

信息论 · 计算机科学 2021-02-24 Xinghua Sun , Fangming Zhao , Howard H. Yang , Wen Zhan , Xijun Wang , Tony Q. S. Quek