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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Advances in Multi-Channel Resource Allocation: Throughput, Delay, and Complexity

Advances in Multi-Channel Resource Allocation: Throughput, Delay, and Complexity

Ji, Bo
Lin, Xiaojun
Shroff, Ness B.

Paperback

Series: Synthesis Lectures on Learning, Networks, and Algorithms

Technology & EngineeringGeneral Computers

ISBN10: 3031792718
ISBN13: 9783031792717
Publisher: Springer Nature
Published: Nov 10 2016
Pages: 116
Weight: 0.53
Height: 0.28 Width: 7.50 Depth: 9.25
Language: English
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 inthis 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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