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相关论文: AoI-Aware Markov Decision Policies for Caching

200 篇论文

Ocean exploration places high demands on autonomous underwater vehicles, especially when there's observation delay. We propose age of information optimized Markov decision process (AoI-MDP) to enhance underwater tasks by modeling…

系统与控制 · 电气工程与系统科学 2026-05-19 Yimian Ding , Jingzehua Xu , Yiyuan Yang , Guanwen Xie , Xinqi Wang , Shuai Zhang

In this work, we study age-optimal scheduling with stability constraints in a multiple access channel with two heterogeneous source nodes transmitting to a common destination. The first node is connected to a power grid and it has randomly…

信息论 · 计算机科学 2021-02-26 Zheng Chen , Nikolaos Pappas , Emil Björnson , Erik G. Larsson

In this paper, we consider a multiuser uplink status update system, where a monitor aims to timely collect randomly generated status updates from multiple end nodes through a shared wireless channel. We adopt the recently proposed metric,…

信息论 · 计算机科学 2020-06-01 Aoyu Gong , Tong Zhang , He Chen , Yijin Zhang

Links in practical systems, such as satellite--terrestrial integrated networks, exhibit distinct delay distributions, intermittent availability, and heterogeneous energy costs. These characteristics pose significant challenges to…

信息论 · 计算机科学 2026-02-02 Adem Utku Atasayar , Aimin Li , Çağrı Arı , Elif Uysal

A status updating system is considered in which multiple data sources generate packets to be delivered to a destination through a shared energy harvesting sensor. Only one source's data, when available, can be transmitted by the sensor at a…

信息论 · 计算机科学 2021-09-16 Christopher Daniel , Ahmed Arafa

This paper studies the user scheduling problem in a multiuser multiple-input multi-output (MIMO) status update system, in which multiple single-antenna devices aim to send their latest statuses to a multiple-antenna information-fusion…

信息论 · 计算机科学 2020-02-19 He Chen , Qian Wang , Zheng Dong , Ning Zhang

Platooning strategy is an important part of autonomous driving technology. Due to the limited resource of autonomous vehicles in platoons, mobile edge computing (MEC) is usually used to assist vehicles in platoons to obtain useful…

网络与互联网体系结构 · 计算机科学 2021-08-11 Qiong Wu , Ziyang Wan , Qiang Fan , Pingyi Fan , Jiangzhou Wang

The Age-of-Information (AoI) is a new performance metric recently proposed for measuring the freshness of information in information-update systems. In this work, we conduct a systematic and comparative study to investigate the impact of…

信息论 · 计算机科学 2020-10-07 Zhongdong Liu , Liang Huang , Bin Li , Bo Ji

Information freshness is a status update timeliness indicator of utmost importance to several real-time applications, such as connected and autonomous driving. The Ageof- Information (AoI) metric is widely considered as useful to quantify…

信息论 · 计算机科学 2020-03-06 Mustafa Emara , Miltiades C. Filippou , Dario Sabella

Age of Information (AoI) has gained importance as a Key Performance Indicator (KPI) for characterizing the freshness of information in information-update systems and time-critical applications. Recent theoretical research on the topic has…

网络与互联网体系结构 · 计算机科学 2019-08-29 Hasan Burhan Beytur , Sajjad Baghaee , Elif Uysal

We consider an information update system consisting of $N$ sources sending status packets at random instances according to a Poisson process to a remote monitor through a single server. We assume a heteregeneous server with exponentially…

信息论 · 计算机科学 2023-10-05 Ege Orkun Gamgam , Nail Akar

Age of Information (AoI), which measures the time elapsed since the generation of the last received packet at the destination, is a new metric for real-time status update tracking applications. In this paper, we consider a status-update…

信息论 · 计算机科学 2022-02-15 Jianhang Zhu , Jie Gong

In this paper, we study the moments of the Age of Information (AoI) for both active and passive users in a random access network. In this network, active users broadcast sensing data, while passive users detect in-band radio activities from…

网络与互联网体系结构 · 计算机科学 2024-06-04 Siqi Fan , Yuxin Zhong , I-Hong Hou , Clement K Kam

Freshness of status update packets is essential for enabling services where a destination needs the most recent measurements of various sensors. In this paper, we study the information freshness of single-server multi-source queueing models…

信息论 · 计算机科学 2020-04-02 Mohammad Moltafet , Markus Leinonen , Marian Codreanu

We consider a discrete-time multi-channel network where the destination collects time-sensitive packets from multiple sources with sided channel information. The popular metric, Age of Information (AoI), is applied to measure the data…

信息论 · 计算机科学 2022-12-15 Yuchao Chen , Jintao Wang , Xiaoqing Wang , Jian Song

Age of information (AoI) is a performance metric that captures the freshness of status updates. While AoI has been studied thoroughly for point-to-point links, the impact of modern random-access protocols on this metric is still unclear. In…

信息论 · 计算机科学 2021-12-03 Khac-Hoang Ngo , Giuseppe Durisi , Alexandre Graell i Amat

In this paper, we address the optimization problem of moments of Age of Information (AoI) for active and passive users in a random access network. In this network, active users broadcast sensing data while passive users only receive…

信息论 · 计算机科学 2023-05-10 Siqi Fan , Yuxin Zhong , I-Hong Hou , Clement Kam

In this paper, we introduce two metrics, namely, age of actuation (AoA) and age of actuated information (AoAI), within a discrete-time system model that integrates data caching and energy harvesting (EH). AoA evaluates the timeliness of…

信息论 · 计算机科学 2024-01-31 Ali Nikkhah , Anthony Ephremides , Nikolaos Pappas

Age of Information (AoI) is emerging as a novel metric for measuring information freshness in real-time monitoring systems. For computation-intensive status data, the information is not revealed until being processed. We consider a status…

信息论 · 计算机科学 2025-08-21 Jianhang Zhu , Jie Gong

In this work, we consider the problem of jointly minimizing the average cost of sampling and transmitting status updates by users over a wireless channel subject to average Age of Information (AoI) constraints. Errors in the transmission…

网络与互联网体系结构 · 计算机科学 2022-11-28 Emmanouil Fountoulakis , Marian Codreanu , Anthony Ephremides , Nikolaos Pappas