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Optimized Combination of Local Beams for Wireless Sensor Networks

This paper proposes an optimization algorithm to determine the optimal coherent combination candidates of distributed local beams in a wireless sensor network. The beams are generated from analog uniform linear arrays of nodes and headed toward the random directions due to the irregular surface wher...

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Detalles Bibliográficos
Autores principales: Oh, Semyoung, Kim, Young-Dam, Park, Daejin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387081/
https://www.ncbi.nlm.nih.gov/pubmed/30717354
http://dx.doi.org/10.3390/s19030633
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author Oh, Semyoung
Kim, Young-Dam
Park, Daejin
author_facet Oh, Semyoung
Kim, Young-Dam
Park, Daejin
author_sort Oh, Semyoung
collection PubMed
description This paper proposes an optimization algorithm to determine the optimal coherent combination candidates of distributed local beams in a wireless sensor network. The beams are generated from analog uniform linear arrays of nodes and headed toward the random directions due to the irregular surface where the nodes are mounted. Our algorithm is based on one of the meta-heuristic schemes (i.e., the single-objective simulated annealing) and designed to solve the objective of minimizing the average interference-to-noise ratio (INR) under the millimeter wave channel, which leads to the reduction of sidelobes. The simulation results show that synthesizing the beams on the given system can form a deterministic mainlobe with considerable and unpredictable sidelobes in undesired directions, and the proposed algorithm can decrease the average INR (i.e., the average improvement of 12.2 dB and 3.1 dB are observed in the directions of [Formula: see text] and [Formula: see text] , respectively) significantly without the severe loss of signal-to-noise ratio (SNR) in the desired direction.
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spelling pubmed-63870812019-02-26 Optimized Combination of Local Beams for Wireless Sensor Networks Oh, Semyoung Kim, Young-Dam Park, Daejin Sensors (Basel) Article This paper proposes an optimization algorithm to determine the optimal coherent combination candidates of distributed local beams in a wireless sensor network. The beams are generated from analog uniform linear arrays of nodes and headed toward the random directions due to the irregular surface where the nodes are mounted. Our algorithm is based on one of the meta-heuristic schemes (i.e., the single-objective simulated annealing) and designed to solve the objective of minimizing the average interference-to-noise ratio (INR) under the millimeter wave channel, which leads to the reduction of sidelobes. The simulation results show that synthesizing the beams on the given system can form a deterministic mainlobe with considerable and unpredictable sidelobes in undesired directions, and the proposed algorithm can decrease the average INR (i.e., the average improvement of 12.2 dB and 3.1 dB are observed in the directions of [Formula: see text] and [Formula: see text] , respectively) significantly without the severe loss of signal-to-noise ratio (SNR) in the desired direction. MDPI 2019-02-02 /pmc/articles/PMC6387081/ /pubmed/30717354 http://dx.doi.org/10.3390/s19030633 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Oh, Semyoung
Kim, Young-Dam
Park, Daejin
Optimized Combination of Local Beams for Wireless Sensor Networks
title Optimized Combination of Local Beams for Wireless Sensor Networks
title_full Optimized Combination of Local Beams for Wireless Sensor Networks
title_fullStr Optimized Combination of Local Beams for Wireless Sensor Networks
title_full_unstemmed Optimized Combination of Local Beams for Wireless Sensor Networks
title_short Optimized Combination of Local Beams for Wireless Sensor Networks
title_sort optimized combination of local beams for wireless sensor networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387081/
https://www.ncbi.nlm.nih.gov/pubmed/30717354
http://dx.doi.org/10.3390/s19030633
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