A packet scheduling algorithm in HSDPA system based on hopfield neural network

Hongpeng Wang; Qi Zhao

doi:10.1109/KAMW.2008.4810432

A packet scheduling algorithm in HSDPA system based on hopfield neural network

Hongpeng Wang^*
, Qi Zhao

^*Corresponding author for this work

Harbin Institute of Technology Shenzhen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

High Speed Downlink Packet Access system can support wide range of data rate service for diverse QoS. Each user has individual minimum data rate constraint. HSDPA scheduling scheme needs to provide certain data rate service for them as well as maximize the cell throughput. This paper proposes an algorithm based on the Hopfield Neural Network, called HNNMR, to achieve fast and suboptimal solution of this optimization problem. Some illustrative simulation results present to evaluate the performance of the new algorithm as compared with other strategies.

Original language	English
Title of host publication	2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008
Pages	92-95
Number of pages	4
DOIs	https://doi.org/10.1109/KAMW.2008.4810432
State	Published - 2008
Externally published	Yes
Event	2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, KAM 2008 - Wuhan, China Duration: 21 Dec 2008 → 22 Dec 2008

Publication series

Name	2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008

Conference

Conference	2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, KAM 2008
Country/Territory	China
City	Wuhan
Period	21/12/08 → 22/12/08

Keywords

HSDPA
Hopfield neural network
Scheduling

Access to Document

10.1109/KAMW.2008.4810432

Cite this

Wang, H., & Zhao, Q. (2008). A packet scheduling algorithm in HSDPA system based on hopfield neural network. In 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008 (pp. 92-95). Article 4810432 (2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008). https://doi.org/10.1109/KAMW.2008.4810432

@inproceedings{5b990bca2bef41e3b702f57b7bb478a6,

title = "A packet scheduling algorithm in HSDPA system based on hopfield neural network",

abstract = "High Speed Downlink Packet Access system can support wide range of data rate service for diverse QoS. Each user has individual minimum data rate constraint. HSDPA scheduling scheme needs to provide certain data rate service for them as well as maximize the cell throughput. This paper proposes an algorithm based on the Hopfield Neural Network, called HNNMR, to achieve fast and suboptimal solution of this optimization problem. Some illustrative simulation results present to evaluate the performance of the new algorithm as compared with other strategies.",

keywords = "HSDPA, Hopfield neural network, Scheduling",

author = "Hongpeng Wang and Qi Zhao",

year = "2008",

doi = "10.1109/KAMW.2008.4810432",

language = "英语",

isbn = "9781424435296",

series = "2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008",

pages = "92--95",

booktitle = "2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008",

note = "2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, KAM 2008 ; Conference date: 21-12-2008 Through 22-12-2008",

}

Wang, H & Zhao, Q 2008, A packet scheduling algorithm in HSDPA system based on hopfield neural network. in 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008., 4810432, 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008, pp. 92-95, 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, KAM 2008, Wuhan, China, 21/12/08. https://doi.org/10.1109/KAMW.2008.4810432

A packet scheduling algorithm in HSDPA system based on hopfield neural network. / Wang, Hongpeng; Zhao, Qi.
2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008. 2008. p. 92-95 4810432 (2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - High Speed Downlink Packet Access system can support wide range of data rate service for diverse QoS. Each user has individual minimum data rate constraint. HSDPA scheduling scheme needs to provide certain data rate service for them as well as maximize the cell throughput. This paper proposes an algorithm based on the Hopfield Neural Network, called HNNMR, to achieve fast and suboptimal solution of this optimization problem. Some illustrative simulation results present to evaluate the performance of the new algorithm as compared with other strategies.

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A packet scheduling algorithm in HSDPA system based on hopfield neural network

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Keywords

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