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相关论文: Goal-Oriented Status Updating for Real-time Remote…

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Age of information (AoI), defined as the time elapsed since the last received update was generated, is a newly proposed metric to measure the timeliness of information updates in a network. We consider AoI minimization problem for a network…

信息论 · 计算机科学 2018-03-20 Rajat Talak , Sertac Karaman , Eytan Modiano

In this paper, we analyze the impact of data freshness on real-time supervised learning, where a neural network is trained to infer a time-varying target (e.g., the position of the vehicle in front) based on features (e.g., video frames)…

网络与互联网体系结构 · 计算机科学 2022-09-27 Md Kamran Chowdhury Shisher , Yin Sun

We consider a wireless broadcast network with a base station sending time-sensitive information to a number of clients through unreliable channels. The Age of Information (AoI), namely the amount of time that elapsed since the most recently…

网络与互联网体系结构 · 计算机科学 2018-01-08 Igor Kadota , Abhishek Sinha , Elif Uysal-Biyikoglu , Rahul Singh , Eytan Modiano

The age of Information (AoI) has been introduced to capture the notion of freshness in real-time monitoring applications. However, this metric falls short in many scenarios, especially when quantifying the mismatch between the current and…

信息论 · 计算机科学 2023-09-06 Saad Kriouile , Mohamad Assaad

Age of information (AoI) is a recently proposed metric for measuring information freshness. AoI measures the time that elapsed since the last received update was generated. We consider the problem of minimizing average and peak AoI in a…

信息论 · 计算机科学 2019-12-10 Rajat Talak , Sertac Karaman , Eytan Modiano

In this work, we study a status update system with a source node sending timely information to the destination through a channel with random delay. We measure the timeliness of the information stored at the receiver via the Age of…

信息论 · 计算机科学 2022-01-19 Haoyue Tang , Yuchao Chen , Jintao Wang , Jingzhou Sun , Jian Song

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

We study a goal-oriented communication system in which a source monitors an environment that evolves as a discrete-time, two-state Markov chain. At each time slot, a controller decides whether to sample the environment and if so whether to…

信息论 · 计算机科学 2025-08-12 Rishabh S. Pomaje , Jayanth S. , Rajshekhar V. Bhat , Nikolaos Pappas

Consider a scenario where a source continuously monitors an object and sends time-stamped status updates to a destination through a rate-limited link. In order to measure the "freshness" of the status information available at the…

信息论 · 计算机科学 2018-07-03 Boyu Wang , Songtao Feng , Jing Yang

In applications of remote sensing, estimation, and control, timely communication is not always ensured by high-rate communication. This work proposes distributed age-efficient transmission policies for random access channels with $M$…

网络与互联网体系结构 · 计算机科学 2022-06-07 Xingran Chen , Konstantinos Gatsis , Hamed Hassani , Shirin Saeedi Bidokhti

In this paper, we consider a single-source multi-server generate-at-will discrete-time non-preemptive status update system where update packets are transmitted using {\em only one} of the available servers, according to a server selection…

信息论 · 计算机科学 2025-12-23 Nail Akar , Ismail Cosandal , Sennur Ulukus

Age of information (AoI), a notion that measures the information freshness, is an essential performance measure for time-critical applications in Internet of Things (IoT). With the surge of computing resources at the IoT devices, it is…

信息论 · 计算机科学 2021-08-10 Xijun Wang , Minghao Fang , Chao Xu , Howard H. Yang , Xinghua Sun , Xiang Chen , Tony Q. S. Quek

In this paper, we introduce a new data freshness metric, relative Age of Information (rAoI), and examine it in a single server system with various packet management schemes. The (classical) AoI metric was introduced to measure the staleness…

信息论 · 计算机科学 2019-07-02 Peng Zou , Omur Ozel , Suresh Subramaniam

Age-of-Information (AoI), or simply age, which measures the data freshness, is essential for real-time Internet-of-Things (IoT) applications. On the other hand, energy saving is urgently required by many energy-constrained IoT devices. This…

信息论 · 计算机科学 2021-08-16 Jie Gong , Jianhang Zhu , Xiang Chen , Xiao Ma

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

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

Efficient sampling and remote estimation are critical for a plethora of wireless-empowered applications in the Internet of Things and cyber-physical systems. Motivated by such applications, this work proposes decentralized policies for the…

系统与控制 · 电气工程与系统科学 2022-06-09 Xingran Chen , Xinyu Liao , Shirin Saeedi Bidokhti

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

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

The emergence of new intelligent applications has fostered the development of a task-oriented communication paradigm, where a comprehensive, universal, and practical metric is crucial for unleashing the potential of this paradigm. To this…

信息论 · 计算机科学 2025-08-21 Shuying Gan , Xijun Wang , Chao Xu , Xiang Chen