The key technology and application of parameter optimization combined CUBE and surface filter

CUBE (combined uncertainty and bathymetry estimator) is a widespread algorithm in the world to automatically detect and process multi-beam sounding outliers. While, little is known about its core algorithms and parameters, which is not good for the localization of this technology. In this paper, the...

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Main Authors: ZHAO Dineng, WU Ziyin, LI Jiabiao, ZHOU Jieqiong, ZHANG Tiansheng, LIU Yang, ZHU Chao, YU Wei
Format: Article
Language:zho
Published: Surveying and Mapping Press
Series:Acta Geodaetica et Cartographica Sinica
Subjects:
Online Access:http://html.rhhz.net/CHXB/html/2019-2-245.htm
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spelling doaj-914d9f8f2f5842a7ad5268ca5f40e9362020-11-25T01:34:29ZzhoSurveying and Mapping PressActa Geodaetica et Cartographica Sinica1001-15951001-159548224525510.11947/j.AGCS.2019.201800822019020082The key technology and application of parameter optimization combined CUBE and surface filterZHAO Dineng0WU Ziyin1LI Jiabiao2ZHOU Jieqiong3ZHANG Tiansheng4LIU Yang5ZHU Chao6YU Wei7Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaSecond Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, ChinaEnvironment Monitoring Center of the South China Sea, South China Sea Branch of State Oceanic Administration, Guangzhou 510300, ChinaCUBE (combined uncertainty and bathymetry estimator) is a widespread algorithm in the world to automatically detect and process multi-beam sounding outliers. While, little is known about its core algorithms and parameters, which is not good for the localization of this technology. In this paper, the basic principle, mathematical model, key parameters and processing steps of CUBE algorithm are elaborated. Then a method of parameter optimization selection combining CUBE and surface filter is established. And an example is presented, in which optimized parameters are selected by choosing typical bathymetric area, parameter test, comparative analysis and etc. And the optimized parameters are verified with the observed data in the Taiwan Banks. The results show that the optimized parameters can effectively improve the accuracy and efficiency of automatic processing of multi-beam data. The technology in this paper can provide reference for deepening research and development of domestic multi-beam sounding processing software and multi-beam data processing.http://html.rhhz.net/CHXB/html/2019-2-245.htmmulti-beam bathymetryCUBE algorithmparameter optimizationalgorithm principlemathematical model
collection DOAJ
language zho
format Article
sources DOAJ
author ZHAO Dineng
WU Ziyin
LI Jiabiao
ZHOU Jieqiong
ZHANG Tiansheng
LIU Yang
ZHU Chao
YU Wei
spellingShingle ZHAO Dineng
WU Ziyin
LI Jiabiao
ZHOU Jieqiong
ZHANG Tiansheng
LIU Yang
ZHU Chao
YU Wei
The key technology and application of parameter optimization combined CUBE and surface filter
Acta Geodaetica et Cartographica Sinica
multi-beam bathymetry
CUBE algorithm
parameter optimization
algorithm principle
mathematical model
author_facet ZHAO Dineng
WU Ziyin
LI Jiabiao
ZHOU Jieqiong
ZHANG Tiansheng
LIU Yang
ZHU Chao
YU Wei
author_sort ZHAO Dineng
title The key technology and application of parameter optimization combined CUBE and surface filter
title_short The key technology and application of parameter optimization combined CUBE and surface filter
title_full The key technology and application of parameter optimization combined CUBE and surface filter
title_fullStr The key technology and application of parameter optimization combined CUBE and surface filter
title_full_unstemmed The key technology and application of parameter optimization combined CUBE and surface filter
title_sort key technology and application of parameter optimization combined cube and surface filter
publisher Surveying and Mapping Press
series Acta Geodaetica et Cartographica Sinica
issn 1001-1595
1001-1595
description CUBE (combined uncertainty and bathymetry estimator) is a widespread algorithm in the world to automatically detect and process multi-beam sounding outliers. While, little is known about its core algorithms and parameters, which is not good for the localization of this technology. In this paper, the basic principle, mathematical model, key parameters and processing steps of CUBE algorithm are elaborated. Then a method of parameter optimization selection combining CUBE and surface filter is established. And an example is presented, in which optimized parameters are selected by choosing typical bathymetric area, parameter test, comparative analysis and etc. And the optimized parameters are verified with the observed data in the Taiwan Banks. The results show that the optimized parameters can effectively improve the accuracy and efficiency of automatic processing of multi-beam data. The technology in this paper can provide reference for deepening research and development of domestic multi-beam sounding processing software and multi-beam data processing.
topic multi-beam bathymetry
CUBE algorithm
parameter optimization
algorithm principle
mathematical model
url http://html.rhhz.net/CHXB/html/2019-2-245.htm
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