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Research on Flow Field Perception Based on Artificial Lateral Line Sensor System

In nature, the lateral line of fish is a peculiar and important organ for sensing the surrounding hydrodynamic environment, preying, escaping from predators and schooling. In this paper, by imitating the mechanism of fish lateral canal neuromasts, we developed an artificial lateral line system compo...

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Detalles Bibliográficos
Autores principales: Liu, Guijie, Wang, Mengmeng, Wang, Anyi, Wang, Shirui, Yang, Tingting, Malekian, Reza, Li, Zhixiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877381/
https://www.ncbi.nlm.nih.gov/pubmed/29534499
http://dx.doi.org/10.3390/s18030838
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author Liu, Guijie
Wang, Mengmeng
Wang, Anyi
Wang, Shirui
Yang, Tingting
Malekian, Reza
Li, Zhixiong
author_facet Liu, Guijie
Wang, Mengmeng
Wang, Anyi
Wang, Shirui
Yang, Tingting
Malekian, Reza
Li, Zhixiong
author_sort Liu, Guijie
collection PubMed
description In nature, the lateral line of fish is a peculiar and important organ for sensing the surrounding hydrodynamic environment, preying, escaping from predators and schooling. In this paper, by imitating the mechanism of fish lateral canal neuromasts, we developed an artificial lateral line system composed of micro-pressure sensors. Through hydrodynamic simulations, an optimized sensor structure was obtained and the pressure distribution models of the lateral surface were established in uniform flow and turbulent flow. Carrying out the corresponding underwater experiment, the validity of the numerical simulation method is verified by the comparison between the experimental data and the simulation results. In addition, a variety of effective research methods are proposed and validated for the flow velocity estimation and attitude perception in turbulent flow, respectively and the shape recognition of obstacles is realized by the neural network algorithm.
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spelling pubmed-58773812018-04-09 Research on Flow Field Perception Based on Artificial Lateral Line Sensor System Liu, Guijie Wang, Mengmeng Wang, Anyi Wang, Shirui Yang, Tingting Malekian, Reza Li, Zhixiong Sensors (Basel) Article In nature, the lateral line of fish is a peculiar and important organ for sensing the surrounding hydrodynamic environment, preying, escaping from predators and schooling. In this paper, by imitating the mechanism of fish lateral canal neuromasts, we developed an artificial lateral line system composed of micro-pressure sensors. Through hydrodynamic simulations, an optimized sensor structure was obtained and the pressure distribution models of the lateral surface were established in uniform flow and turbulent flow. Carrying out the corresponding underwater experiment, the validity of the numerical simulation method is verified by the comparison between the experimental data and the simulation results. In addition, a variety of effective research methods are proposed and validated for the flow velocity estimation and attitude perception in turbulent flow, respectively and the shape recognition of obstacles is realized by the neural network algorithm. MDPI 2018-03-11 /pmc/articles/PMC5877381/ /pubmed/29534499 http://dx.doi.org/10.3390/s18030838 Text en © 2018 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
Liu, Guijie
Wang, Mengmeng
Wang, Anyi
Wang, Shirui
Yang, Tingting
Malekian, Reza
Li, Zhixiong
Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title_full Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title_fullStr Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title_full_unstemmed Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title_short Research on Flow Field Perception Based on Artificial Lateral Line Sensor System
title_sort research on flow field perception based on artificial lateral line sensor system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877381/
https://www.ncbi.nlm.nih.gov/pubmed/29534499
http://dx.doi.org/10.3390/s18030838
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