Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems

Maduranga Liyanage, Iwao Sasase

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, we propose an effective subcarrier allocation scheme for multiuser orthogonal frequency division multiple access (OFDMA) system in the downlink transmission with low computational complexity. In the proposed scheme, by taking multiple attributes of a user channel, such as carrier gain decrease rate and variation from the mean channel gain of the system, to determine a rank for the user, subcarriers are then allocated depending on the individual users' rank. Different channel characteristics are used to better understand a users' need to subcarriers and hence determine a priority to user. We also adopt an attribute weighing scheme to enhance the performance of the proposed scheme. The scheme is efficiently computational, by avoiding using iterations for the algorithm convergence and also common water-filling calculations which might become complex with increasing system parameters. Low complexity is achieved by allocating subcarriers to users depending on their determined rank. Our proposed scheme is simulated in comparison with other mathematically efficient subcarrier allocation schemes as well as with a conventional greedy allocation scheme. It is shown that proposed method demonstrates better results than the simulated schemes.

Original languageEnglish
Title of host publicationHUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings
Pages213-218
Number of pages6
VolumePART 1
DOIs
Publication statusPublished - 2006
EventHUT-ICCE 2006 1st International Conference on Communications and Electronics - Hanoi, Viet Nam
Duration: 2006 Oct 102006 Oct 11

Other

OtherHUT-ICCE 2006 1st International Conference on Communications and Electronics
CountryViet Nam
CityHanoi
Period06/10/1006/10/11

Fingerprint

Frequency division multiple access
Weighing
Resource allocation
Computational complexity
Water

Keywords

  • Multiuser
  • Orthogonal-frequency-divisionmultiple-access (OFDMA)
  • Subcarrier allocation

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Liyanage, M., & Sasase, I. (2006). Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems. In HUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings (Vol. PART 1, pp. 213-218). [4156470] https://doi.org/10.1109/CCE.2006.350819

Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems. / Liyanage, Maduranga; Sasase, Iwao.

HUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings. Vol. PART 1 2006. p. 213-218 4156470.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Liyanage, M & Sasase, I 2006, Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems. in HUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings. vol. PART 1, 4156470, pp. 213-218, HUT-ICCE 2006 1st International Conference on Communications and Electronics, Hanoi, Viet Nam, 06/10/10. https://doi.org/10.1109/CCE.2006.350819
Liyanage M, Sasase I. Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems. In HUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings. Vol. PART 1. 2006. p. 213-218. 4156470 https://doi.org/10.1109/CCE.2006.350819
Liyanage, Maduranga ; Sasase, Iwao. / Low complexity resource allocation algorithm by multiple attribute weighing and user ranking for OFDMA systems. HUT-ICCE 2006 First International Conference on Communications and Electronics, Proceedings. Vol. PART 1 2006. pp. 213-218
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