Advances in Multi-Channel Resource Allocation : Throughput, Delay, and Complexity / by Bo Ji, Xiaojun Lin, Ness Shroff
By: Ji, Bo, autor
Contributor(s): Lin, Xiaojun, autor
| Shroff, Ness, autor
Material type:
E-bookSeries: (Synthesis Lectures on Learning Networks and Algorithms, 2690-4314).Publisher: Cham : Springer International Publishing, 2017Edition: 1st edition 2017.Description: 1 recurso en línea (XIV, 116 páginas).ISBN: 9783031792724.Subject: Sistemas de comunicación inalámbricos
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | TK5103.4873 2017 EB (Browse shelf(Opens below)) | Acceso electrónico | eBook.01113156 |
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| TK5103.4873 2017 EB Robust resource allocation in future wireless networks | TK5103.4873 2017 EB Resource management for energy and spectrum harvesting sensor networks | TK5103.4873 2017 EB Radio Resource Allocation over Fading Channels Under Statistical Delay Constraints. | TK5103.4873 2017 EB Advances in Multi-Channel Resource Allocation : Throughput, Delay, and Complexity | TK5103.4873 2018 EB Resource Management for Heterogeneous Wireless Networks | TK5103.4873 2018 EB Spectrum Sharing Between Radars and Communication Systems : A MATLAB Based Approach | TK5103.4873 2020 EB Resource Allocation for OFDMA Systems |
Preface -- Overview -- Intra-Cell Scheduling -- Network-Wide Scheduling -- Bibliography -- Authors' Biographies .
The last decade has seen an unprecedented growth in the demand for wireless services. These services are fueled by applications that often require not only high data rates, but also very low latency to function as desired. However, as wireless networks grow and support increasingly large numbers of users, these control algorithms must also incur only low complexity in order to be implemented in practice. Therefore, there is a pressing need to develop wireless control algorithms that can achieve both high throughput and low delay, but with low-complexity operations. While these three performance metrics, i.e., throughput, delay, and complexity, are widely acknowledged as being among the most important for modern wireless networks, existing approaches often have had to sacrifice a subset of them in order to optimize the others, leading to wireless resource allocation algorithms that either suffer poor performance or are difficult to implement. In contrast, the recent results presented in this book demonstrate that, by cleverly taking advantage of multiple physical or virtual channels, one can develop new low-complexity algorithms that attain both provably high throughput and provably low delay. The book covers both the intra-cell and network-wide settings. In each case, after the pitfalls of existing approaches are examined, new systematic methodologies are provided to develop algorithms that perform provably well in all three dimensions.
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