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Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass

Animals, such as Savannah sparrows and North American monarch butterflies, are able to obtain compass information from skylight polarization patterns to help them navigate effectively and robustly. Inspired by excellent navigation ability of animals, this paper proposes a novel image-based polarized...

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Autores principales: Han, Guoliang, Hu, Xiaoping, Lian, Junxiang, He, Xiaofeng, Zhang, Lilian, Wang, Yujie, Dong, Fengliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713120/
https://www.ncbi.nlm.nih.gov/pubmed/29135927
http://dx.doi.org/10.3390/s17112623
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author Han, Guoliang
Hu, Xiaoping
Lian, Junxiang
He, Xiaofeng
Zhang, Lilian
Wang, Yujie
Dong, Fengliang
author_facet Han, Guoliang
Hu, Xiaoping
Lian, Junxiang
He, Xiaofeng
Zhang, Lilian
Wang, Yujie
Dong, Fengliang
author_sort Han, Guoliang
collection PubMed
description Animals, such as Savannah sparrows and North American monarch butterflies, are able to obtain compass information from skylight polarization patterns to help them navigate effectively and robustly. Inspired by excellent navigation ability of animals, this paper proposes a novel image-based polarized light compass, which has the advantages of having a small size and being light weight. Firstly, the polarized light compass, which is composed of a Charge Coupled Device (CCD) camera, a pixelated polarizer array and a wide-angle lens, is introduced. Secondly, the measurement method of a skylight polarization pattern and the orientation method based on a single scattering Rayleigh model are presented. Thirdly, the error model of the sensor, mainly including the response error of CCD pixels and the installation error of the pixelated polarizer, is established. A calibration method based on iterative least squares estimation is proposed. In the outdoor environment, the skylight polarization pattern can be measured in real time by our sensor. The orientation accuracy of the sensor increases with the decrease of the solar elevation angle, and the standard deviation of orientation error is [Formula: see text] at sunset. Results of outdoor experiments show that the proposed polarization navigation sensor can be used for outdoor autonomous navigation.
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spelling pubmed-57131202017-12-07 Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass Han, Guoliang Hu, Xiaoping Lian, Junxiang He, Xiaofeng Zhang, Lilian Wang, Yujie Dong, Fengliang Sensors (Basel) Article Animals, such as Savannah sparrows and North American monarch butterflies, are able to obtain compass information from skylight polarization patterns to help them navigate effectively and robustly. Inspired by excellent navigation ability of animals, this paper proposes a novel image-based polarized light compass, which has the advantages of having a small size and being light weight. Firstly, the polarized light compass, which is composed of a Charge Coupled Device (CCD) camera, a pixelated polarizer array and a wide-angle lens, is introduced. Secondly, the measurement method of a skylight polarization pattern and the orientation method based on a single scattering Rayleigh model are presented. Thirdly, the error model of the sensor, mainly including the response error of CCD pixels and the installation error of the pixelated polarizer, is established. A calibration method based on iterative least squares estimation is proposed. In the outdoor environment, the skylight polarization pattern can be measured in real time by our sensor. The orientation accuracy of the sensor increases with the decrease of the solar elevation angle, and the standard deviation of orientation error is [Formula: see text] at sunset. Results of outdoor experiments show that the proposed polarization navigation sensor can be used for outdoor autonomous navigation. MDPI 2017-11-14 /pmc/articles/PMC5713120/ /pubmed/29135927 http://dx.doi.org/10.3390/s17112623 Text en © 2017 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
Han, Guoliang
Hu, Xiaoping
Lian, Junxiang
He, Xiaofeng
Zhang, Lilian
Wang, Yujie
Dong, Fengliang
Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title_full Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title_fullStr Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title_full_unstemmed Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title_short Design and Calibration of a Novel Bio-Inspired Pixelated Polarized Light Compass
title_sort design and calibration of a novel bio-inspired pixelated polarized light compass
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713120/
https://www.ncbi.nlm.nih.gov/pubmed/29135927
http://dx.doi.org/10.3390/s17112623
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