Research on flow field perception based on artificial lateral line sensor system

dc.contributor.authorLiu, Guijie
dc.contributor.authorWang, Mengmeng
dc.contributor.authorWang, Anyi
dc.contributor.authorWang, Shirui
dc.contributor.authorYang, Tingting
dc.contributor.authorMalekian, Reza
dc.contributor.authorLi, Zhixiong
dc.date.accessioned2018-06-01T08:34:07Z
dc.date.available2018-06-01T08:34:07Z
dc.date.issued2018-03-11
dc.description.abstractIn 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 distributionmodels of the lateral surfacewere established in uniformflowand 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.en_ZA
dc.description.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.librarianam2018en_ZA
dc.description.sponsorshipThe National Natural Science Foundation of China (Grant No. 61540010), Key Science and Technology Program of Shandong Province, China (Grant No. 2014GH Y115032), People’s Livelihood Science and Technology Plan of Qingdao (Grant No. 14-2-3-63-nsh), Shandong Provincial Natural Science Foundation, China (Grant No. ZR201709240210) and UOW VC Fellowship.en_ZA
dc.description.urihttp://www.mdpi.com/journal/sensorsen_ZA
dc.identifier.citationLiu, G., Wang, M., Wang, A. et al. 2018, 'Research on flow field perception based on artificial lateral line sensor system', Sensors, vol. 18, no. 3, art. no. 838, pp. 1-24.en_ZA
dc.identifier.issn1424-8220 (online)
dc.identifier.other10.3390/s18030838
dc.identifier.urihttp://hdl.handle.net/2263/65066
dc.language.isoenen_ZA
dc.publisherMDPI Publishingen_ZA
dc.rights© 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 license (http://creativecommons.org/licenses/by/4.0/).en_ZA
dc.subjectArtificial lateral line systemen_ZA
dc.subjectHydrodynamic simulationen_ZA
dc.subjectFlow field perceptionen_ZA
dc.subjectVelocity estimationen_ZA
dc.subjectNeutral networken_ZA
dc.titleResearch on flow field perception based on artificial lateral line sensor systemen_ZA
dc.typeArticleen_ZA

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