Queen-bee evolution approach to prc-based papr reduction for ofdm systems
The thesis proposed the adoption of Queen-bee Evolution approach for Genetic Algorithm (QBEGA) concept to improve the Genetic Algorithm for generating suboptimum peak reduction carriers (PRCs) for the orthogonal frequency division multiplexing (OFDM) systems employing a large number of sub-channels...
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Universiti Malaysia Sarawak (UNIMAS)
2011
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Online Access: | http://ir.unimas.my/id/eprint/27991/2/Queen-Bee%20evolution%20approach%20to%20PRC-based%20PAPR%20reduction%20for%20OFDM%20Systems%20%28fulltext%29.pdf http://ir.unimas.my/id/eprint/27991/ |
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my.unimas.ir.279912023-03-06T09:05:26Z http://ir.unimas.my/id/eprint/27991/ Queen-bee evolution approach to prc-based papr reduction for ofdm systems Laila, Binti Abg Ahmad TK Electrical engineering. Electronics Nuclear engineering The thesis proposed the adoption of Queen-bee Evolution approach for Genetic Algorithm (QBEGA) concept to improve the Genetic Algorithm for generating suboptimum peak reduction carriers (PRCs) for the orthogonal frequency division multiplexing (OFDM) systems employing a large number of sub-channels as contributed by Tan (2003a). The investigations were carried out through simulation and the results and analysis obtained are discussed. The investigation concluded that the QBEGA concept performs better than the conventional GA proposed by Tan both in terms of percentage reduction and computational complexity. Irrespective of the algorithms, the findings also indicated that the performance trend improves as the initial population size increases. Nevertheless, in this regards, QBEGA concept has shown a dramatic improvement as compared to the GA. Universiti Malaysia Sarawak (UNIMAS) 2011 Thesis NonPeerReviewed text en http://ir.unimas.my/id/eprint/27991/2/Queen-Bee%20evolution%20approach%20to%20PRC-based%20PAPR%20reduction%20for%20OFDM%20Systems%20%28fulltext%29.pdf Laila, Binti Abg Ahmad (2011) Queen-bee evolution approach to prc-based papr reduction for ofdm systems. Masters thesis, Universiti Malaysia Sarawak (UNIMAS). |
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TK Electrical engineering. Electronics Nuclear engineering Laila, Binti Abg Ahmad Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
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The thesis proposed the adoption of Queen-bee Evolution approach for Genetic Algorithm (QBEGA) concept to improve the Genetic Algorithm for generating suboptimum peak reduction carriers (PRCs) for the orthogonal frequency division multiplexing (OFDM) systems employing a large number of sub-channels as contributed by Tan (2003a).
The investigations were carried out through simulation and the results and analysis obtained are discussed. The investigation concluded that the QBEGA concept performs
better than the conventional GA proposed by Tan both in terms of percentage reduction and computational complexity. Irrespective of the algorithms, the findings also indicated that the performance trend improves as the initial population size increases. Nevertheless, in this regards, QBEGA concept has shown a dramatic improvement as compared to the GA. |
format |
Thesis |
author |
Laila, Binti Abg Ahmad |
author_facet |
Laila, Binti Abg Ahmad |
author_sort |
Laila, Binti Abg Ahmad |
title |
Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
title_short |
Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
title_full |
Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
title_fullStr |
Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
title_full_unstemmed |
Queen-bee evolution approach to prc-based papr reduction for ofdm systems |
title_sort |
queen-bee evolution approach to prc-based papr reduction for ofdm systems |
publisher |
Universiti Malaysia Sarawak (UNIMAS) |
publishDate |
2011 |
url |
http://ir.unimas.my/id/eprint/27991/2/Queen-Bee%20evolution%20approach%20to%20PRC-based%20PAPR%20reduction%20for%20OFDM%20Systems%20%28fulltext%29.pdf http://ir.unimas.my/id/eprint/27991/ |
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1759693310431068160 |
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13.159267 |