ULMC-BSF: Underwater Laser Misalignment Channel Modeling Based on Beam Spread Function

Underwater wireless optical communication (UWOC) plays a crucial role in the Underwater Internet of Things (UIoT), offering exceptional bandwidth, extended communication ranges, and robust security capabilities through laser-based communication. However, it is imperative to account for the complex a...

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Bibliographic Details
Published in:IEEE internet of things journal Vol. 11; no. 12; pp. 22590 - 22602
Main Authors: Yang, Fan, Yi, Miaomiao, Yang, Xiao
Format: Journal Article
Language:English
Published: Piscataway IEEE 15.06.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Absorption
Algorithms
Beam spread function (BSF)
Bit error rate
Bouguer law
channel modeling
Communication
Cybersecurity
Internet of Things
Laser applications
Laser beams
Laser modes
Lasers
Mathematical models
Misalignment
Modelling
Multiple scatter
Network topologies
Oceans
Optical scattering
Orthogonal Frequency Division Multiplexing
performance analysis
Scattering
Signal quality
Underwater communication
underwater Internet of Things (UIoT)
underwater wireless optical communication (UWOC)
Wireless communications
ISSN:2327-4662, 2327-4662
Online Access:Get full text
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Summary:Underwater wireless optical communication (UWOC) plays a crucial role in the Underwater Internet of Things (UIoT), offering exceptional bandwidth, extended communication ranges, and robust security capabilities through laser-based communication. However, it is imperative to account for the complex and dynamic underwater environment, particularly the impact of multiple scattering phenomena. To address this challenge, we introduce the underwater laser misalignment channel based on beam spread function (ULMC-BSF). This model comprehensively considers various factors such as absorption, multiple scattering, misalignment, and mixed exponential-generalized gamma (EGG) turbulence. To enhance modeling efficiency, we propose a semi-analytical exponential fitting approach. Compared to the traditional triple integration of the beam spread function (BSF) and Monte Carlo (MC) simulation methods, this approach significantly improves the computational efficiency of channel coefficients by approximately 4-5 orders of magnitude. Additionally, we apply the ULMC-BSF model to assess the outage probability and average bit error rate (ABER) of the asymmetrically clipped optical orthogonal frequency-division multiplexing (ACO-OFDM) system. Extensive MC simulations verify that the theoretical performance based on ULMC-BSF closely aligns with the MC results. Notably, in coastal oceans where an ABER level of 10−4 is achieved, the ULMC-BSF model exhibits superior modeling accuracy. Specifically, it predicts a lower transmit power by approximately 3 dBm compared to the traditional laser misalignment channel based on Beer-Lambert law (TLMC-BL). This advantage is crucial for accurately assessing UWOC signal quality and provides a more precise and reliable foundation for optimizing network topologies and routing strategies, enhancing network connectivity, and designing efficient security algorithms.
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ISSN:2327-4662
2327-4662
DOI:10.1109/JIOT.2024.3381753