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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

As 5G and Internet-of-Things (IoT) are deeply integrated into vertical industries such as autonomous driving and industrial robotics, timely status update is crucial for remote monitoring and control. In this regard, Age of Information…

信息论 · 计算机科学 2020-02-20 Xi Zheng , Sheng Zhou , Zhisheng Niu

Internet of Things (IoT) has been emerging as one of the use cases permeating our daily lives in 5th Generation wireless networks, where status update packages are usually required to be timely delivered for many IoT based intelligent…

信息论 · 计算机科学 2019-01-29 Chao Xu , Howard H. Yang , Xijun Wang , Tony Q. S. Quek

We consider a cognitive radio-based Internet-of-Things (CR-IoT) network consisting of one primary IoT (PIoT) system and one secondary IoT (SIoT) system. The IoT devices of both the PIoT and the SIoT respectively monitor one physical process…

信号处理 · 电气工程与系统科学 2019-08-21 Yifan Gu , He Chen , Chao Zhai , Yonghui Li , Branka Vucetic

In this paper, for the discrete time status updating system with infinite size, we derive the explicit expression of average age of information (AoI), and the AoI's stationary distribution. Based on the discussions of difference between…

信息论 · 计算机科学 2022-04-26 Jixiang Zhang , Yinfei Xu

In this paper, we analyze the impact of data freshness on remote inference systems, where a pre-trained neural network blue infers a time-varying target (e.g., the locations of vehicles and pedestrians) based on features (e.g., video…

网络与互联网体系结构 · 计算机科学 2024-06-21 Md Kamran Chowdhury Shisher , Yin Sun , I-Hong Hou

Dense indoor WLANs increasingly rely on multiple access points (APs) operating over partially overlapping spectrum to support latency-sensitive applications. In such deployments, simultaneous transmissions across APs create co-channel and…

网络与互联网体系结构 · 计算机科学 2026-04-28 Ananth Ram Rajagopalan , Jiahui Ni , Vishrant Tripathi

In this paper, we consider a scenario where a source continuously monitors an object and sends time-stamped status updates to a destination through a rate-limited link. We assume updates arrive randomly at the source according to a…

信息论 · 计算机科学 2019-05-14 Boyu Wang , Songtao Feng , Jing Yang

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

Age of information is a new concept that characterizes the freshness of information at end devices. This paper studies the age of information from a scheduling perspective. We consider a wireless broadcast network where a base-station…

最优化与控制 · 数学 2018-04-18 Yu-Pin Hsu

In this paper, we consider performing packet managements in discrete time status updating system, focusing on determining the stationary AoI-distribution of the system. Firstly, let the queue model be Ber/G/1/1, we obtain the…

信息论 · 计算机科学 2022-04-29 Jixiang Zhang

In this paper, we consider a discrete-time information-update system, where a service provider can proactively retrieve information from the information source to update its data and users query the data at the service provider. One example…

信息论 · 计算机科学 2023-01-11 Zhongdong Liu , Bin Li , Zizhan Zheng , Y. Thomas Hou , Bo Ji

We focus on the Age of Information (AoI) performance in a system where each user generates packets periodically to send to a common access point (AP) for status updating. To avoid heavy overhead, we assume that channel sensing, feedback…

信息论 · 计算机科学 2024-11-15 Fang Liu , Wing Shing Wong , Yuan-Hsun Lo , Yijin Zhang , Chung Shue Chen

Motivated by the recent trend of integrating artificial intelligence into the Internet-of-Things (IoT), we consider the problem of scheduling packets from multiple sensing sources to a central controller over a wireless network. Here,…

性能 · 计算机科学 2021-01-05 Bin Li

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

Internet of Things (IoT) has emerged as one of the key features of the next generation wireless networks, where timely delivery of status update packets is essential for many real-time IoT applications. To provide users with context-aware…

信息论 · 计算机科学 2019-10-15 Chao Xu , Howard H. Yang , Xijun Wang , Tony Q. S. Quek

Age of information (AoI) is a time-evolving measure of information freshness, that tracks the time since the last received fresh update was generated. Analyzing peak and average AoI, two time average metrics of AoI, for various continuous…

信息论 · 计算机科学 2019-01-31 Vishrant Tripathi , Rajat Talak , Eytan Modiano

We consider a multi-source status update system, where each source generates status update packets according to a Poisson process which are then served according to a generally distributed service time. For this multi-source M/G/1/1…

信息论 · 计算机科学 2022-01-27 Mohammad Moltafet , Markus Leinonen , Marian Codreanu

The surging demand for fresh information from various Internet of Things (IoT) applications requires oceans of data sampled from the physical environment to be transmitted and processed timely, which would lead to huge energy consumption.…

信息论 · 计算机科学 2023-05-16 Jin Xu , Xinyuan Wu , Qisheng Huang , Peng Sun

Consider a message processing system whose objective is to produce the most current information as measured by the quantity known as "age of information". We have argued in previous papers that if we are allowed to design the message…

性能 · 计算机科学 2021-06-17 George Kesidis , Takis Konstantopoulos , Michael Zazanis