An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications

Underwater optical wireless communication (UOWC) has been widely advocated as a viable way to satisfy these high-speed links constraints in the marine medium through the use of the visible spectrum. Nevertheless, UOWC faces several limitations, such as the path-loss due to the absorption and scatter...

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Main Authors: Elmehdi Illi, Faissal El Bouanani, Ki-Hong Park, Fouad Ayoub, Mohamed-Slim Alouini
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8764354/
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spelling doaj-aad8d01e755146dfadafb63d36f412da2021-04-05T17:11:48ZengIEEEIEEE Access2169-35362019-01-017964789649410.1109/ACCESS.2019.29291228764354An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless CommunicationsElmehdi Illi0Faissal El Bouanani1https://orcid.org/0000-0001-8141-6793Ki-Hong Park2https://orcid.org/0000-0002-6867-4277Fouad Ayoub3Mohamed-Slim Alouini4ENSIAS College of Engineering, Mohammed V University, Rabat, MoroccoENSIAS College of Engineering, Mohammed V University, Rabat, MoroccoComputer, Electrical, and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi ArabiaCRMEF, Kenitra, MoroccoComputer, Electrical, and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi ArabiaUnderwater optical wireless communication (UOWC) has been widely advocated as a viable way to satisfy these high-speed links constraints in the marine medium through the use of the visible spectrum. Nevertheless, UOWC faces several limitations, such as the path-loss due to the absorption and scattering phenomena, caused by underwater particles. Thus, quantifying this path-loss is of paramount importance in the design of futuristic UOWC systems. To this end, several approaches have been used in this regard, namely the Beer-Lambert's law, Monte Carlo simulation, as well as radiative transfer equation (RTE). This last mentioned evaluates the optical path-loss of the light wave in an underwater channel in terms of the absorption and scattering coefficients as well as the scattering phase function (SPF). In this paper, an improved numerical solver to evaluate the time-dependent RTE for UOWC is proposed. The proposed numerical algorithm was improved based on the previously proposed ones, by making use of an improved finite difference scheme, a modified scattering angular discretization, as well as an enhancement of the quadrature method by involving a more accurate seven-point quadrature scheme in order to calculate the weight coefficients corresponding to the RTE integral term. Importantly, we applied the RTE solver to three different volume scattering functions, namely the single-term Henyey-Greenstein (HG) phase function, the two-term HG phase function, and the Fournier-Forand phase function, over both Harbor-I and Harbor-II water types. Based on the normalized received power evaluated through the proposed algorithm, the bit error rate performance of the UOWC system is investigated in terms of system and channel parameters. The enhanced algorithm gives a tightly close performance to its Monte Carlo counterpart by adjusting the numerical cumulative distribution function computation method as well as optimizing the number of scattering angles.https://ieeexplore.ieee.org/document/8764354/Absorptionfinite difference equationinherent optical propertiesnumerical resolutionphase scattering functionsquadrature method
collection DOAJ
language English
format Article
sources DOAJ
author Elmehdi Illi
Faissal El Bouanani
Ki-Hong Park
Fouad Ayoub
Mohamed-Slim Alouini
spellingShingle Elmehdi Illi
Faissal El Bouanani
Ki-Hong Park
Fouad Ayoub
Mohamed-Slim Alouini
An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
IEEE Access
Absorption
finite difference equation
inherent optical properties
numerical resolution
phase scattering functions
quadrature method
author_facet Elmehdi Illi
Faissal El Bouanani
Ki-Hong Park
Fouad Ayoub
Mohamed-Slim Alouini
author_sort Elmehdi Illi
title An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
title_short An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
title_full An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
title_fullStr An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
title_full_unstemmed An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications
title_sort improved accurate solver for the time-dependent rte in underwater optical wireless communications
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Underwater optical wireless communication (UOWC) has been widely advocated as a viable way to satisfy these high-speed links constraints in the marine medium through the use of the visible spectrum. Nevertheless, UOWC faces several limitations, such as the path-loss due to the absorption and scattering phenomena, caused by underwater particles. Thus, quantifying this path-loss is of paramount importance in the design of futuristic UOWC systems. To this end, several approaches have been used in this regard, namely the Beer-Lambert's law, Monte Carlo simulation, as well as radiative transfer equation (RTE). This last mentioned evaluates the optical path-loss of the light wave in an underwater channel in terms of the absorption and scattering coefficients as well as the scattering phase function (SPF). In this paper, an improved numerical solver to evaluate the time-dependent RTE for UOWC is proposed. The proposed numerical algorithm was improved based on the previously proposed ones, by making use of an improved finite difference scheme, a modified scattering angular discretization, as well as an enhancement of the quadrature method by involving a more accurate seven-point quadrature scheme in order to calculate the weight coefficients corresponding to the RTE integral term. Importantly, we applied the RTE solver to three different volume scattering functions, namely the single-term Henyey-Greenstein (HG) phase function, the two-term HG phase function, and the Fournier-Forand phase function, over both Harbor-I and Harbor-II water types. Based on the normalized received power evaluated through the proposed algorithm, the bit error rate performance of the UOWC system is investigated in terms of system and channel parameters. The enhanced algorithm gives a tightly close performance to its Monte Carlo counterpart by adjusting the numerical cumulative distribution function computation method as well as optimizing the number of scattering angles.
topic Absorption
finite difference equation
inherent optical properties
numerical resolution
phase scattering functions
quadrature method
url https://ieeexplore.ieee.org/document/8764354/
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