Distribution of Age of Information
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Beschreibung
This book provides the first comprehensive treatment of the marginal and joint distributions of Age of Information (AoI), which is a key performance metric for Internet of Things (IoT)-enabled real-time applications. The authors apply their general distributional results of AoI to derive marginal or joint higher-order statistics of age processes, such as the variance of each age process and the correlation coefficients between all possible pairwise combinations of age processes. The book includes examples under a variety of queuing disciplines and status updating systems settings, including those powered by energy harvesting. The authors also highlight promising directions for future research in the area. This book is an essential resource for researchers working on AoI, as well as advanced graduate students.
In addition, this book:
- Presents a systematic treatment of the marginal and joint distributions of the Age of Information
- Provides insights relevant to IoT-enabled status update systems such as remote sensing and real-time monitoring
- Fills a gap in current literature as the first book to provide a comprehensive examination of the distribution of AoI
This book provides the first comprehensive treatment of the marginal and joint distributions of Age of Information (AoI), which is a key performance metric for Internet of Things (IoT)-enabled real-time applications. The authors apply their general distributional results of AoI to derive marginal or joint higher-order statistics of age processes, such as the variance of each age process and the correlation coefficients between all possible pairwise combinations of age processes. The book includes examples under a variety of queuing disciplines and status updating systems settings, including those powered by energy harvesting. The authors also highlight promising directions for future research in the area. This book is an essential resource for researchers working on AoI, as well as advanced graduate students.
Presents a systematic treatment of the marginal and joint distributions of the Age of Information Provides insights relevant to IoT-enabled status update systems such as remote sensing and real-time monitoring Fills a gap in current literature as the first book to provide a comprehensive examination of the distribution of AoI
Autor*in
Mohamed A. Abd-Elmagid
Themen in »Distribution of Age of Information«
Age of Information Information Freshness Communication Networks Queueing Systems Stochastic Hybrid Systems Internet of Things (IOT) Energy Harvesting Status Updating Systems Multi-source Updating Systems