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相关论文

相关论文: On the Monotonicity of Information Aging

200 篇论文

Herein, minimization of time-averaged age-of-information (AoI) in an energy harvesting (EH) source setting is considered. The EH source opportunistically samples one or multiple processes over discrete time instants and sends the status…

系统与控制 · 电气工程与系统科学 2024-06-04 Akanksha Jaiswal , Arpan Chattopadhyay , Amokh Varma

We investigate accuracy and freshness of status updates from a large number of energy-harvesting devices that monitor two-state Markov processes and access the medium using the slotted ALOHA protocol without feedback. Using a Markovian…

信息论 · 计算机科学 2025-09-05 Khac-Hoang Ngo , Giuseppe Durisi , Petar Popovski

We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and optimization of low-latency cyberphysical systems and applications in which sources…

信息论 · 计算机科学 2020-07-20 Roy D. Yates , Yin Sun , D. Richard Brown , Sanjit K. Kaul , Eytan Modiano , Sennur Ulukus

We study a remote estimation setup with an autoregressive (AR) Markov process, a sensor, and a remote estimator. The sensor observes the process and sends encoded observations to the estimator as packets over an unreliable communication…

最优化与控制 · 数学 2025-12-29 Manali Dutta , Rahul Singh , Shalabh Bhatnagar

Age of Information (AoI), namely the time that has elapsed since the most recently delivered packet was generated, is receiving increasing attention with the emergence of many real-time applications that rely on the exchange of…

信息论 · 计算机科学 2024-05-08 Xinlu Dai , Cyril Leung

We investigate a real-time remote inference system where multiple correlated sources transmit observations over a communication channel to a receiver. The receiver utilizes these observations to infer multiple time-varying targets. Due to…

网络与互联网体系结构 · 计算机科学 2025-12-10 Md Kamran Chowdhury Shisher , Vishrant Tripathi , Mung Chiang , Christopher G. Brinton

The idea behind the recently introduced "age of information" performance measure of a networked message processing system is that it indicates our knowledge regarding the "freshness" of the most recent piece of information that can be used…

性能 · 计算机科学 2020-03-10 George Kesidis , Takis Konstantopoulos , Michael Zazanis

A source provides status updates to monitors through a network with state defined by a continuous-time finite Markov chain. An age of information (AoI) metric is used to characterize timeliness by the vector of ages tracked by the monitors.…

信息论 · 计算机科学 2020-04-14 Roy D. Yates

Age of information (AoI) has been proposed as a more suitable metric for characterizing the freshness of information than traditional metrics like delay and throughput. However, the calculation of AoI requires complex analysis and strict…

信息论 · 计算机科学 2023-03-07 Licheng Chen , Yunquan Dong

We study the probability distribution of age of information (AoI) in arbitrary networks with memoryless service times. A source node generates packets following a Poisson process, and then the packets are forwarded across the network in…

信息论 · 计算机科学 2022-02-04 Rajai Nasser , Ibrahim Issa , Ibrahim Abou-Faycal

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

Age of Information (AoI) is a key metric used for evaluating data freshness in communication networks, particularly in systems requiring real-time updates. In positioning applications, maintaining low AoI is critical for ensuring timely and…

信号处理 · 电气工程与系统科学 2026-03-30 Wasif J. Hussain , Don-Roberts Emenonye , R. Michael Buehrer , Harpreet S. Dhillon

In this paper, we introduce a new performance metric in the framework of status updates that we will refer to as the Age of Incorrect Information (AoII). This new metric deals with the shortcomings of both the Age of Information (AoI) and…

信息论 · 计算机科学 2020-07-10 Ali Maatouk , Saad Kriouile , Mohamad Assaad , Anthony Ephremides

The groundbreaking metric age of information (AoI) has been introduced to measure information freshness in communication networks. As transformational as it is, AoI metric falls short in some applications, such as remote monitoring, since…

信息论 · 计算机科学 2026-05-18 Ismail Cosandal , Sennur Ulukus

In this paper, the minimization of time-averaged age-of-information (AoI) in an energy harvesting (EH) source-equipped remote sensing setting is considered. The EH source opportunistically samples one or multiple processes over discrete…

信息论 · 计算机科学 2021-05-07 Akanksha Jaiswal , Arpan Chattopadhyay

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 work we present results about the rate of (relative) information loss induced by passing a real-valued, stationary stochastic process through a memoryless system. We show that for a special class of systems the information loss rate…

信息论 · 计算机科学 2013-04-19 Bernhard C. Geiger , Gernot Kubin

Effective control of time-sensitive industrial applications depends on the real-time transmission of data from underlying sensors. Quantifying the data freshness through age of information (AoI), in this paper, we jointly design sampling…

信息论 · 计算机科学 2023-12-19 Yali Cao , Yinglei Teng , Mei Song , Nan Wang

In this paper, we examine a multi-sensor system where each sensor may monitor more than one time-varying information process and send status updates to a remote monitor over a common channel. We consider that each sensor's status update may…

信息论 · 计算机科学 2024-08-21 Egemen Erbayat , Ali Maatouk , Peng Zou , Suresh Subramaniam

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