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相关论文: Optimizing Age of Information with Correlated Sour…

200 篇论文

We examine multiple independent sources providing status updates to a monitor through simple queues. We formulate an Age of Information (AoI) timeliness metric and derive a general result for the AoI that is applicable to a wide variety of…

信息论 · 计算机科学 2017-12-13 Roy D. Yates , Sanjit K. Kaul

This paper investigates the average age of information (AoI) minimization in status update systems in which the update packets are transmitted with fixed rate. It is assumed that the source avoids queue-induced delay by generating and…

信息论 · 计算机科学 2019-08-19 Deli Qiao , M. Cenk Gursoy

The joint design of control and communication scheduling in a Networked Control System (NCS) is known to be a hard problem. Several research works have successfully designed optimal sampling and/or control strategies under simplified…

系统与控制 · 电气工程与系统科学 2024-12-20 Jaya Prakash Champati , Mohammad H. Mamduhi , Karl H. Johansson , James Gross

This paper investigates the Age of Incorrect Information (AoII) in a communication system whose channel suffers a random delay. We consider a slotted-time system where a transmitter observes a dynamic source and decides when to send updates…

信息论 · 计算机科学 2025-12-19 Yutao Chen , Anthony Ephremides

Age of information (AoI) is an effective performance metric measuring the freshness of information and is popular for applications involving status update. Most of the existing works have adopted average AoI as the metric, which cannot…

信息论 · 计算机科学 2022-06-10 Guan-Yu Lin , Yu-Chih Huang , Yu-Pin Hsu

This letter provides query-age-optimal joint sampling and transmission scheduling policies for a heterogeneous status update system, consisting of a stochastic arrival and a generate-at-will source, with an unreliable channel. Our main goal…

信号处理 · 电气工程与系统科学 2023-02-20 Abolfazl Zakeri , Mohammad Moltafet , Markus Leinonen , Marian Codreanu

The freshness or timeliness of data at server is a significant key performance indicator of sensor networks, especially in tolerance critical applications such as factory automation. As an effective and intuitive measurement to data…

信号处理 · 电气工程与系统科学 2021-11-30 Bin Han , Yao Zhu , Zhiyuan Jiang , Yulin hu , Hans D. Schotten

The age of information (AoI) has been extensively studied in recent years. However, few works have focused on the analysis of AoI in large wireless networks. In this work, we analyze this metric to characterize timeliness in a Poisson…

信息论 · 计算机科学 2018-09-11 Yuming Hu , Yi Zhong , Wenyi Zhang

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

Recent developments in cyber-physical systems have increased the importance of maximizing the freshness of the information about the physical environment. However, optimizing the access policies of Internet of Things devices to maximize the…

网络与互联网体系结构 · 计算机科学 2025-12-16 José-Ramón Vidal , Vicent Pla , Luis Guijarro , Israel Leyva-Mayorga

This paper introduces a new theoretical framework for optimizing second-order behaviors of wireless networks. Unlike existing techniques for network utility maximization, which only considers first-order statistics, this framework models…

网络与互联网体系结构 · 计算机科学 2022-01-19 Daojing Guo , Khaled Nakhleh , I-Hong Hou , Sastry Kompella , Clement Kam

This paper studies semantics-aware remote estimation of Markov sources. We leverage two complementary information attributes: the urgency of lasting impact, which quantifies the significance of consecutive estimation error at the…

信息论 · 计算机科学 2026-03-31 Jiping Luo , Nikolaos Pappas

A sensor samples and transmits status updates to a destination through a wireless channel that wears out over time and with every use. At each time slot, the sensor can decide to sample and transmit a fresh status update, restore the…

信息论 · 计算机科学 2023-12-05 George J. Stamatakis , Osvaldo Simeone , Nikolaos Pappas

Age-of-information (AoI) is a newly proposed performance metric of information freshness. It differs from the traditional delay metric, because it is destination centric and measures the time that elapsed since the last received fresh…

网络与互联网体系结构 · 计算机科学 2019-01-15 Rajat Talak , Sertac Karaman , Eytan Modiano

In this paper, we study a real-time monitoring system in which multiple source nodes are responsible for sending update packets to a common destination node in order to maintain the freshness of information at the destination. Since it may…

信息论 · 计算机科学 2019-08-20 Mohamed A. Abd-Elmagid , Harpreet S. Dhillon , Nikolaos Pappas

With the surge in IoT devices ranging from wearables to smart homes, prompt transmission is crucial. The Age of Information (AoI) emerges as a critical metric in this context, representing the freshness of the information transmitted across…

计算机与社会 · 计算机科学 2025-05-06 Aymen Hamrouni , Sofie Pollin , Hazem Sallouha

This paper characterizes the fundamental trade-off between throughput and Age of Information (AoI) in wireless networks where multiple devices transmit status updates to a central base station over unreliable channels. To address the…

系统与控制 · 电气工程与系统科学 2025-09-09 Lin Wang , I-Hong Hou

Many emerging Internet of Things (IoT) applications rely on information collected by sensor nodes where the freshness of information is an important criterion. \textit{Age of Information} (AoI) is a metric that quantifies information…

In this paper, the problem of minimizing the weighted sum of age of information (AoI) and total energy consumption of Internet of Things (IoT) devices is studied. In the considered model, each IoT device monitors a physical process that…

信息论 · 计算机科学 2021-09-09 Sihua Wang , Mingzhe Chen , Zhaohui Yang , Changchuan Yin , Walid Saad , Shuguang Cui , H. Vincent Poor

In this paper, we consider a system where multiple low-power sensors communicate timely information about a random process to a sink. The sensors share orthogonal subchannels to transmit such information in the form of status update…

信息论 · 计算机科学 2019-12-09 Mohammad Moltafet , Markus Leinonen , Marian Codreanu , Nikolaos Pappas