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Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System

In smart antenna applications, the adaptive beamforming technique is used to cancel interfering signals (placing nulls) and produce or steer a strong beam toward the target signal according to the calculated weight vectors. Minimum variance distortionless response (MVDR) beamforming is capable of de...

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Autores principales: Kiong, Tiong Sieh, Salem, S. Balasem, Paw, Johnny Koh Siaw, Sankar, K. Prajindra, Darzi, Soodabeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4070486/
https://www.ncbi.nlm.nih.gov/pubmed/25003136
http://dx.doi.org/10.1155/2014/164053
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author Kiong, Tiong Sieh
Salem, S. Balasem
Paw, Johnny Koh Siaw
Sankar, K. Prajindra
Darzi, Soodabeh
author_facet Kiong, Tiong Sieh
Salem, S. Balasem
Paw, Johnny Koh Siaw
Sankar, K. Prajindra
Darzi, Soodabeh
author_sort Kiong, Tiong Sieh
collection PubMed
description In smart antenna applications, the adaptive beamforming technique is used to cancel interfering signals (placing nulls) and produce or steer a strong beam toward the target signal according to the calculated weight vectors. Minimum variance distortionless response (MVDR) beamforming is capable of determining the weight vectors for beam steering; however, its nulling level on the interference sources remains unsatisfactory. Beamforming can be considered as an optimization problem, such that optimal weight vector should be obtained through computation. Hence, in this paper, a new dynamic mutated artificial immune system (DM-AIS) is proposed to enhance MVDR beamforming for controlling the null steering of interference and increase the signal to interference noise ratio (SINR) for wanted signals.
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spelling pubmed-40704862014-07-07 Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System Kiong, Tiong Sieh Salem, S. Balasem Paw, Johnny Koh Siaw Sankar, K. Prajindra Darzi, Soodabeh ScientificWorldJournal Research Article In smart antenna applications, the adaptive beamforming technique is used to cancel interfering signals (placing nulls) and produce or steer a strong beam toward the target signal according to the calculated weight vectors. Minimum variance distortionless response (MVDR) beamforming is capable of determining the weight vectors for beam steering; however, its nulling level on the interference sources remains unsatisfactory. Beamforming can be considered as an optimization problem, such that optimal weight vector should be obtained through computation. Hence, in this paper, a new dynamic mutated artificial immune system (DM-AIS) is proposed to enhance MVDR beamforming for controlling the null steering of interference and increase the signal to interference noise ratio (SINR) for wanted signals. Hindawi Publishing Corporation 2014 2014-06-05 /pmc/articles/PMC4070486/ /pubmed/25003136 http://dx.doi.org/10.1155/2014/164053 Text en Copyright © 2014 Tiong Sieh Kiong et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kiong, Tiong Sieh
Salem, S. Balasem
Paw, Johnny Koh Siaw
Sankar, K. Prajindra
Darzi, Soodabeh
Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title_full Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title_fullStr Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title_full_unstemmed Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title_short Minimum Variance Distortionless Response Beamformer with Enhanced Nulling Level Control via Dynamic Mutated Artificial Immune System
title_sort minimum variance distortionless response beamformer with enhanced nulling level control via dynamic mutated artificial immune system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4070486/
https://www.ncbi.nlm.nih.gov/pubmed/25003136
http://dx.doi.org/10.1155/2014/164053
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