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Titlebook: Age of Information; A New Metric for Inf Yin Sun,Igor Kadota,Eytan Modiano Book 2020 Springer Nature Switzerland AG 2020

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期刊全称Age of Information
期刊简称A New Metric for Inf
影响因子2023Yin Sun,Igor Kadota,Eytan Modiano
视频video
学科分类Synthesis Lectures on Learning, Networks, and Algorithms
图书封面Titlebook: Age of Information; A New Metric for Inf Yin Sun,Igor Kadota,Eytan Modiano Book 2020 Springer Nature Switzerland AG 2020
影响因子Information usually has the highest value when it is fresh. For example, real-time knowledge about the location, orientation, and speed of motor vehicles is imperative in autonomous driving, and the access to timely information about stock prices and interest rate movements is essential for developing trading strategies on the stock market. The Age of Information (AoI) concept, together with its recent extensions, provides a means of quantifying the freshness of information and an opportunity to improve the performance of real-time systems and networks. Recent research advances on AoI suggest that many well-known design principles of traditional data networks (for, e.g., providing high throughput and low delay) need to be re-examined for enhancing information freshness in rapidly emerging real-time applications. This book provides a suite of analytical tools and insightful results on the generation of information-update packets at the source nodes and the design of network protocols forwarding the packets to their destinations. The book also points out interesting connections between AoI concept and information theory, signal processing, and control theory, which are worthy of futu
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Critical Learning in Digital Networksh a base station and a number of nodes sharing time-sensitive information through unreliable wireless links. We formulate a discrete-time decision problem and develop transmission scheduling policies that attempt to minimize AoI in the network. We evaluate the performance of those policies using ana
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Introduction,tion domains, such as autonomous vehicles, command and control systems, industrial control, virtual reality, and sensor networks, heavily rely upon the distribution of time-critical information. Autonomous vehicles need to exchange critical safety information with other vehicles in their vicinity, a
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