Age of Information: A New Metric for Information Freshness
暫譯: 資訊時代:資訊新鮮度的新指標

Sun, Yin, Kadota, Igor, Talak, Rajat

  • 出版商: Morgan & Claypool
  • 出版日期: 2019-12-12
  • 售價: $3,210
  • 貴賓價: 9.5$3,050
  • 語言: 英文
  • 頁數: 224
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1681736780
  • ISBN-13: 9781681736785
  • 海外代購書籍(需單獨結帳)

商品描述

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 future investigation.

商品描述(中文翻譯)

**資訊通常在新鮮時具有最高的價值。**

例如,關於汽車的位置、方向和速度的即時知識在自動駕駛中是至關重要的,而及時獲取股價和利率變動的資訊對於在股市上制定交易策略也是必不可少的。資訊新鮮度(Age of Information, AoI)概念及其最近的擴展提供了一種量化資訊新鮮度的方法,並為改善即時系統和網路的性能提供了機會。最近在AoI方面的研究進展表明,許多傳統數據網路的設計原則(例如,提供高吞吐量和低延遲)需要重新檢視,以增強在快速發展的即時應用中的資訊新鮮度。本書提供了一套分析工具和有見地的結果,針對源節點生成資訊更新封包以及設計將封包轉發到其目的地的網路協議。本書還指出了AoI概念與資訊理論、信號處理和控制理論之間有趣的聯繫,這些都是未來研究的值得探索的方向。

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