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Advances in multi-channel resource allocation[electronic resource] :throughput, delay, and complexity /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	384.54524
書名/作者:	Advances in multi-channel resource allocation : throughput, delay, and complexity // Bo Ji, Xiaojun Lin, Ness B. Shroff.
作者:	Ji, Bo.
其他作者:	Lin, Xiaojun,
出版者:	San Rafael, California : : Morgan & Claypool Publishers,, 2016.
面頁冊數:	1 online resource (132 p.)
標題:	Resource allocation.
標題:	Data Transmission Systems.
標題:	Wireless.
標題:	Mobile & Wireless Communications.
ISBN:	1627054618
ISBN:	1627059830
ISBN:	9781627054614
ISBN:	9781627059831
書目註:	Includes bibliographical references and index.
內容註:	Advances in multi-channel resource allocation: throughput, delay, and complexity -- Abstract; Keywords -- Contents -- Preface -- Chapter 1: Overview -- Chapter 2: Intra-Cell Scheduling -- Chapter 3: Network-Wide Scheduling -- Bibliography -- Authors' Biographies.
摘要、提要註:	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.
電子資源:	click for full text

Advances in multi-channel resource allocation[electronic resource] :throughput, delay, and complexity /
Ji, Bo.

Advances in multi-channel resource allocationthroughput, delay, and complexity /[electronic resource] :Bo Ji, Xiaojun Lin, Ness B. Shroff. - San Rafael, California :Morgan & Claypool Publishers,2016. - 1 online resource (132 p.) - Synthesis Lectures on Communication Networks.. - Synthesis Lectures on Communication Networks..

Includes bibliographical references and index.

Advances in multi-channel resource allocation: throughput, delay, and complexity -- Abstract; Keywords -- Contents -- Preface -- Chapter 1: Overview -- Chapter 2: Intra-Cell Scheduling -- Chapter 3: 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.

ISBN: 1627054618Subjects--Topical Terms:

404227
Resource allocation.

LC Class. No.: T57.77

Dewey Class. No.: 384.54524

Advances in multi-channel resource allocation[electronic resource] :throughput, delay, and complexity /
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520 3 $a 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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