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...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2019-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8764354/ |
id |
doaj-aad8d01e755146dfadafb63d36f412da |
---|---|
record_format |
Article |
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/ |
work_keys_str_mv |
AT elmehdiilli animprovedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT faissalelbouanani animprovedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT kihongpark animprovedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT fouadayoub animprovedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT mohamedslimalouini animprovedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT elmehdiilli improvedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT faissalelbouanani improvedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT kihongpark improvedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT fouadayoub improvedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications AT mohamedslimalouini improvedaccuratesolverforthetimedependentrteinunderwateropticalwirelesscommunications |
_version_ |
1721540162443280384 |