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A Sea-Surface-Zoning Method Based on Fractal Characteristics

In this paper, a criterion for sea surface zoning based on the fractal characteristics of disturbances is demonstrated. To improve radar detection performance in heavy-tailed sea clutter, a multitude of sea clutter models and corresponding optimum and suboptimum detectors have been designed in recen...

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Autores principales: Kuang, Huaxing, Yang, Luxi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269306/
https://www.ncbi.nlm.nih.gov/pubmed/35808258
http://dx.doi.org/10.3390/s22134761
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author Kuang, Huaxing
Yang, Luxi
author_facet Kuang, Huaxing
Yang, Luxi
author_sort Kuang, Huaxing
collection PubMed
description In this paper, a criterion for sea surface zoning based on the fractal characteristics of disturbances is demonstrated. To improve radar detection performance in heavy-tailed sea clutter, a multitude of sea clutter models and corresponding optimum and suboptimum detectors have been designed in recent years. However, there are cases where these models and detectors become insufficient to describe the coexistence of noise and sea clutter. The commonly used signal-to-clutter ratio (SCR) can hardly serve as an indicator revealing which kind of disturbances dominate in a certain area since it is difficult to decide the level of SCR at which sea clutter or noise exceeds the other. Therefore, it is necessary that a set of rules reflecting essential differences between sea clutter and noise are proposed to tell areas where sea clutter dominates, areas where sea clutter and noise coexist and areas where noise dominates. Analyzing fractal characteristics of disturbances, we consider the Hurst exponent H as a feature distinguishing sea clutter and noise from each other. A modified Sigmoid function is employed to model the variation in H with range bins, and the derivative of the function helps to formulate a set of rules for sea surface zoning.
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spelling pubmed-92693062022-07-09 A Sea-Surface-Zoning Method Based on Fractal Characteristics Kuang, Huaxing Yang, Luxi Sensors (Basel) Communication In this paper, a criterion for sea surface zoning based on the fractal characteristics of disturbances is demonstrated. To improve radar detection performance in heavy-tailed sea clutter, a multitude of sea clutter models and corresponding optimum and suboptimum detectors have been designed in recent years. However, there are cases where these models and detectors become insufficient to describe the coexistence of noise and sea clutter. The commonly used signal-to-clutter ratio (SCR) can hardly serve as an indicator revealing which kind of disturbances dominate in a certain area since it is difficult to decide the level of SCR at which sea clutter or noise exceeds the other. Therefore, it is necessary that a set of rules reflecting essential differences between sea clutter and noise are proposed to tell areas where sea clutter dominates, areas where sea clutter and noise coexist and areas where noise dominates. Analyzing fractal characteristics of disturbances, we consider the Hurst exponent H as a feature distinguishing sea clutter and noise from each other. A modified Sigmoid function is employed to model the variation in H with range bins, and the derivative of the function helps to formulate a set of rules for sea surface zoning. MDPI 2022-06-24 /pmc/articles/PMC9269306/ /pubmed/35808258 http://dx.doi.org/10.3390/s22134761 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Kuang, Huaxing
Yang, Luxi
A Sea-Surface-Zoning Method Based on Fractal Characteristics
title A Sea-Surface-Zoning Method Based on Fractal Characteristics
title_full A Sea-Surface-Zoning Method Based on Fractal Characteristics
title_fullStr A Sea-Surface-Zoning Method Based on Fractal Characteristics
title_full_unstemmed A Sea-Surface-Zoning Method Based on Fractal Characteristics
title_short A Sea-Surface-Zoning Method Based on Fractal Characteristics
title_sort sea-surface-zoning method based on fractal characteristics
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269306/
https://www.ncbi.nlm.nih.gov/pubmed/35808258
http://dx.doi.org/10.3390/s22134761
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