Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system

Tiong Sieh Kiong, Mahamod Ismail, Azmi Hassan

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

5 Citations (Scopus)

Abstract

In this paper, a modified Genetic Algorithm named as Dynamic Characterized Genetic Algorithm (DCGA) is proposed. The new DCGA is then integrated into adaptive beam forming technique to reduce the power usage of adaptive antenna at WCDMA base station (Node B) for serving instantaneous mobile needs. As contradict to conventional GA, DCGA is able to adapt itself in chromosome representation and number of crossover points in order to reduce unnecessary searching space and thus, increase convergence rate efficiently. Power usage at Node B is used as fitness function to compare the performance of DCGA and GA. Simulation result has shown that DCGA converges faster and is superior in adaptive beam forming in the aspect of power usage at Node B as compared to conventional GA.

Original languageEnglish
Title of host publication2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings
Pages219-224
Number of pages6
DOIs
Publication statusPublished - 01 Dec 2005
Event2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications - Kuala Lumpur, Malaysia
Duration: 16 Nov 200518 Nov 2005

Publication series

Name2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings
Volume1

Other

Other2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications
CountryMalaysia
CityKuala Lumpur
Period16/11/0518/11/05

Fingerprint

Genetic algorithms
Chromosomes
Base stations
Antennas

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Kiong, T. S., Ismail, M., & Hassan, A. (2005). Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system. In 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings (pp. 219-224). [1635472] (2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings; Vol. 1). https://doi.org/10.1109/ICON.2005.1635472
Kiong, Tiong Sieh ; Ismail, Mahamod ; Hassan, Azmi. / Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system. 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings. 2005. pp. 219-224 (2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings).
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abstract = "In this paper, a modified Genetic Algorithm named as Dynamic Characterized Genetic Algorithm (DCGA) is proposed. The new DCGA is then integrated into adaptive beam forming technique to reduce the power usage of adaptive antenna at WCDMA base station (Node B) for serving instantaneous mobile needs. As contradict to conventional GA, DCGA is able to adapt itself in chromosome representation and number of crossover points in order to reduce unnecessary searching space and thus, increase convergence rate efficiently. Power usage at Node B is used as fitness function to compare the performance of DCGA and GA. Simulation result has shown that DCGA converges faster and is superior in adaptive beam forming in the aspect of power usage at Node B as compared to conventional GA.",
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Kiong, TS, Ismail, M & Hassan, A 2005, Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system. in 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings., 1635472, 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings, vol. 1, pp. 219-224, 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Kuala Lumpur, Malaysia, 16/11/05. https://doi.org/10.1109/ICON.2005.1635472

Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system. / Kiong, Tiong Sieh; Ismail, Mahamod; Hassan, Azmi.

2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings. 2005. p. 219-224 1635472 (2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings; Vol. 1).

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

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Kiong TS, Ismail M, Hassan A. Dynamic characterized genetic algorithm for adaptive beam forming in WCDMA system. In 2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings. 2005. p. 219-224. 1635472. (2005 13th IEEE International Conference on Networks jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, Proceedings). https://doi.org/10.1109/ICON.2005.1635472