Radio resource management scheme for HAPS using genetic algorithms

Muhamad Asvial

doi:10.1109/PACRIM.2005.1517322

Radio resource management scheme for HAPS using genetic algorithms

Muhamad Asvial

Department of Electrical Engineering

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

1 Citation (Scopus)

Abstract

In this paper, the potential of a real code genetic algorithms (GAs) for radio resource management scheme for use in High Altitude Platform Station (HAPS) networks is proposed. An analytical model of the mobility management task is derived from the cell dimension that is formed by the antenna beams of the HAPS and user's location. As an example of the scheme, a simulation is proposed where the traffic load in each spotbeam/ cell of the HAPS is estimated in Erlangs for each area as a function of time. Simulations are provided to examine the QoS performance of the system. The performance evaluation shows that the proposed model outperforms conventional schemes in terms of call blocking and call dropping probability.

Original language	English
Title of host publication	2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings
Pages	446-449
Number of pages	4
DOIs	https://doi.org/10.1109/PACRIM.2005.1517322
Publication status	Published - 2005
Event	2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Victoria, BC, Canada Duration: 24 Aug 2005 → 26 Aug 2005

Publication series

Name	IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings
Volume	2005

Conference

Conference	2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM
Country/Territory	Canada
City	Victoria, BC
Period	24/08/05 → 26/08/05

Keywords

Channel allocation
Genetic Algorithms
HAPS Networks

Access to Document

10.1109/PACRIM.2005.1517322

Cite this

Asvial, M. (2005). Radio resource management scheme for HAPS using genetic algorithms. In 2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings (pp. 446-449). [1517322] (IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings; Vol. 2005). https://doi.org/10.1109/PACRIM.2005.1517322

@inproceedings{b51c3dfa17cf4ff7983da48de81e4ae1,

title = "Radio resource management scheme for HAPS using genetic algorithms",

abstract = "In this paper, the potential of a real code genetic algorithms (GAs) for radio resource management scheme for use in High Altitude Platform Station (HAPS) networks is proposed. An analytical model of the mobility management task is derived from the cell dimension that is formed by the antenna beams of the HAPS and user's location. As an example of the scheme, a simulation is proposed where the traffic load in each spotbeam/ cell of the HAPS is estimated in Erlangs for each area as a function of time. Simulations are provided to examine the QoS performance of the system. The performance evaluation shows that the proposed model outperforms conventional schemes in terms of call blocking and call dropping probability.",

keywords = "Channel allocation, Genetic Algorithms, HAPS Networks",

author = "Muhamad Asvial",

year = "2005",

doi = "10.1109/PACRIM.2005.1517322",

language = "English",

isbn = "0780391950",

series = "IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings",

pages = "446--449",

booktitle = "2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings",

note = "2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM ; Conference date: 24-08-2005 Through 26-08-2005",

}

Asvial, M 2005, Radio resource management scheme for HAPS using genetic algorithms. in 2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings., 1517322, IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings, vol. 2005, pp. 446-449, 2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM, Victoria, BC, Canada, 24/08/05. https://doi.org/10.1109/PACRIM.2005.1517322

Radio resource management scheme for HAPS using genetic algorithms. / Asvial, Muhamad.

2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings. 2005. p. 446-449 1517322 (IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings; Vol. 2005).

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

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AB - In this paper, the potential of a real code genetic algorithms (GAs) for radio resource management scheme for use in High Altitude Platform Station (HAPS) networks is proposed. An analytical model of the mobility management task is derived from the cell dimension that is formed by the antenna beams of the HAPS and user's location. As an example of the scheme, a simulation is proposed where the traffic load in each spotbeam/ cell of the HAPS is estimated in Erlangs for each area as a function of time. Simulations are provided to examine the QoS performance of the system. The performance evaluation shows that the proposed model outperforms conventional schemes in terms of call blocking and call dropping probability.

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BT - 2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM - Proceedings

T2 - 2005 IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing, PACRIM

Y2 - 24 August 2005 through 26 August 2005

ER -

Radio resource management scheme for HAPS using genetic algorithms

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