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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">732236</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2021.732236</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cost-Efficient Hybrid WDM-MDM-Ro-FSO System for Broadband Services in Hospitals</article-title>
<alt-title alt-title-type="left-running-head">Liang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">WDM-MDM-Ro-FSO System for Broadband Services</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liang</surname>
<given-names>Peidong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Chentao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nebhen</surname>
<given-names>Jamel</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1389177/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chaudhary</surname>
<given-names>Sushank</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1387987/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tang</surname>
<given-names>Xuan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Fujian (Quanzhou) &#x2013; HIT Research Institute of Engineering and Technology, <addr-line>Quanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Instrumental and Electrical Engineering, Xiamen University, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Prince Sattam bin Abdulaziz University, College of Computer Science and Engineering, <addr-line>Alkharj</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, <addr-line>Jinjiang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/983271/overview">Santosh Kumar</ext-link>, Liaocheng University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1391676/overview">Akhilesh Pathak</ext-link>, Chulalongkorn University, Thailand</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1392253/overview">Sudhanshu Arya</ext-link>, Pukyong National University, South Korea</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chentao Zhang, <email>zctyyy@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Optics and Photonics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>07</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>732236</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Liang, Zhang, Nebhen, Chaudhary and Tang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Liang, Zhang, Nebhen, Chaudhary and Tang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The expansion of high-speed communication needs due to explosive growth of subscribers each year has led the researchers to design the next generation communication systems which can cope with the current growing demand. Millimeter waves, operated within the range of 30&#xa0;GHz to 300&#xa0;GHz, can become potential carrier for delivering large amount of data. However, in hospital scenarios, these radio waves are subjected to strict regulations due to direct impact on patients&#x2019; health as well as high interference with other medical devices which again imposes critical challenge on patients. Thus, it is a challenge for the researchers to provide communication/broadband services for transmission of such sensitive biomedical sensor data in hospitals locations. Radio over Free space (Ro-FSO) systems may become the attractive solution to deliver millimeter waves over free space link with high speed. Further, to expand the capacity of Ro-FSO systems, mode division multiplexing (MDM) plays a vital role in addition to wavelength division multiplexing (WDM) scheme. In this work, we have demonstrated the MDM-WDM scheme to deliver four channels with each one having the capacity of 10 Gbps up-converted to 40&#xa0;GHz over FSO link which is suitable for providing broadband and communication services within the hospital premises. Moreover, the proposed WDM-MDM-Ro-FSO link is evaluated under different fog conditions.</p>
</abstract>
<kwd-group>
<kwd>broadband services</kwd>
<kwd>radio over free space optics</kwd>
<kwd>mode division multiplexing</kwd>
<kwd>hospital scenarios</kwd>
<kwd>health monitoring</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The demand of wireless communication has increased rapidly since last decade which led to the development of optical wireless communication systems. International Telecom Union (ITU) [<xref ref-type="bibr" rid="B1">1</xref>] reported that the total number of mobile broadband subscribers increases every year by 20% that crossed four billion by the end of 2017. This growth further levitates the challenges for ITU to assign radio frequency (RF) spectrum for different cellular operators, both in rural and urban areas. However, in hospital scenarios it is not always feasible to provide broadband services due to interference of radio signals with sensitive medical appliances as well as having high impact on patients&#x2019; health [<xref ref-type="bibr" rid="B2">2</xref>]. Thus, the use of radio waves is prohibited in hospital locations. However, broadband services are necessary in hospitals to transmit valuable data such as patients&#x2019; monitoring reports from one location to another. Not only this, with high-speed broadband services doctors can connect with one another at any time and access the medical data bases from any location. This potential usage of broadband services further posits a big challenge for broadband providers to provide in the hospitals without compromising the health of patients. Ro-FSO or radio over free space can provide broadband services in hospitals as it integrates radio and optical networks as shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Ro-FSO system in Hospital Infrastructure.</p>
</caption>
<graphic xlink:href="fphy-09-732236-g001.tif"/>
</fig>
<p>Ro-FSO permits the multiple transmission of RF signals without any expensive optical fiber infrastructure as well as license to RF operators [<xref ref-type="bibr" rid="B3">3</xref>]. Also, as data transmission in Ro-FSO is in the form of light signals which has no impact on patients&#x2019; health as well as no interference with the medical devices, it becomes an attractive solution for providing broadband services in hospitals. Moreover, in hospital areas, it is not feasible to dig for installing optical fiber cables due to need of continuous working operations and less space, thus Ro-FSO becoming an apt substitute for replacing the optical fiber infrastructures. It also combines RoF or radio over fiber and FSO or free space optics. RoF allows sharing of various expensive RF operations like up-conversion and down-conversion, handoff, switching, etc. from central location to all the base stations which results in reduction of deployment cost [<xref ref-type="bibr" rid="B4">4</xref>]. Moreover, it can share large-bandwidth RF signals with low attenuation and power consumption. Whereas, FSO does not use optical fibers. Instead, it enables atmospheric data transmission with rapid adoption [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. Also, in contrast to RF transmission, it does not need any license. These combined features of RoF and FSO make Ro-FSO a compatible technology for providing broadband services in hospitals. Therefore, Ro-FSO is a relevant technology for seamless, rapid and cost-effective integration with RF wireless networks [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>]. However, Ro-FSO faces challenges of atmospheric turbulences such as scintillations, fog, rain, snow, etc. affecting the signal to noise ratio [<xref ref-type="bibr" rid="B9">9</xref>]. These atmospheric turbulences increase attenuation in the transmission path which results in shutdown of the network. Thus, researchers should consider these turbulences while designing the Ro-FSO network. Another emerging technology is MDM or mode division multiplexing that transmits through multiple channels using different modes. Apart from wavelength [<xref ref-type="bibr" rid="B10">10</xref>], polarization [<xref ref-type="bibr" rid="B11">11</xref>] and time [<xref ref-type="bibr" rid="B12">12</xref>] multiplexing schemes, MDM enables multimode data transmission by multiplexing through a single optical channel. In MDM, modes can be excited through various mechanisms such as spatial light modulators [<xref ref-type="bibr" rid="B13">13</xref>], offset launch [<xref ref-type="bibr" rid="B14">14</xref>], high-speed VCSEL arrays [<xref ref-type="bibr" rid="B15">15</xref>] and photonic crystal fibers (PCF) [<xref ref-type="bibr" rid="B16">16</xref>]. Researchers have used four OAM beams (1 &#x3d; &#xb1;1 and 1&#x20;&#x3d; &#xb1;3) to transmit 400 Gbps data through an FSO link of 120&#xa0;m in 2016 [<xref ref-type="bibr" rid="B17">17</xref>]; MDM-OFDM scheme to transmit 80 Gbps data through an FSO link of 50&#xa0;km in 2017 [<xref ref-type="bibr" rid="B7">7</xref>]; and MDM-based polarisation phase shift key scheme to transmit 80 Gbps data through an FSO link of 90&#xa0;km in 2020 [<xref ref-type="bibr" rid="B18">18</xref>]. Researchers have also proposed hybrid multiplexing-based multi-channel communication systems including wavelength division multiplexing (WDM)-MDM [<xref ref-type="bibr" rid="B19">19</xref>], Optical code division multiplexing (OCDMA)-MDM [<xref ref-type="bibr" rid="B20">20</xref>] and WDM-PDM [<xref ref-type="bibr" rid="B21">21</xref>]. Combining MDM with WDM can increase aggregate capacity and improve spectral efficiency of Ro-FSO infrastructures which has potential application in hospital infrastructures. In this work, we have demonstrated Ro-FSO topology specially designed for medical locations by incorporating the WDM-MDM scheme which can transmit four channels with the each one having capacity of 10 Gbps up-converted to 40&#xa0;GHz radio signal each over FSO&#x20;link.</p>
</sec>
<sec id="s2">
<title>MDM-Ro-FSO Modeling</title>
<p>The schematic diagram of the proposed MDM-Ro-FSO is shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. Four channels are transmitted by using the hybrid WDM-MDM scheme. For the WDM scheme, two wavelengths (850&#xa0;nm and 851&#xa0;nm), each with 1&#xa0;nm channel space, are used. The MDM scheme uses modal multiplexing of LG (Laguerre Gaussian) 00 and HG (Hermite Gaussian) 00. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, first and second channels are operated on LG 00 and HG 00 modes respectively with the wavelength of 850&#xa0;nm while third and fourth channels are operated on LG 00 and HG 00 modes respectively with the wavelength of 851&#xa0;nm. LG and HG modes are described by following <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> and <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> [<xref ref-type="bibr" rid="B22">22</xref>]:<disp-formula id="e1">
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<mml:mi>y</mml:mi>
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<mml:mi mathvariant="normal">x</mml:mi>
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<mml:mrow>
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<mml:mfrac>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
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<mml:mrow>
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</mml:mrow>
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</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mfrac>
<mml:mrow>
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<mml:msup>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>In the above equation, the X and Y indexes represent mode dependencies on their axes denoted by <italic>m</italic> and <italic>n</italic>, respectively. The radius of curvature is denoted by <italic>R</italic>
<sub>
<italic>o</italic>
</sub> and <italic>wo</italic> is the spot size. Hermite polynomials are denoted by Hm and&#x20;<italic>Hn</italic>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Proposed 4 x 10 Gbps Ro-FSO Link.</p>
</caption>
<graphic xlink:href="fphy-09-732236-g002.tif"/>
</fig>
<p>Each channel has a non-return to zero (NRZ) data of 10 Gbps mixed with 40&#xa0;GHz&#xa0;mm wave generated by sine generator with the help of mixer for the process of up-conversion. This 40&#xa0;GHz&#xa0;mm wave is modulated over optical carrier by using Machzehnder modulator (MZM) derived from spatial continuous wavelength laser. The schematic diagram of MZM modulator is shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. The working principle <italic>of MZM modulator</italic>of MZM modulator is given by the following equation [<xref ref-type="bibr" rid="B23">23</xref>]: <disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>j</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3a6;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>E</italic>
<sub>
<italic>ou</italic>t</sub> (t) is the electrical field at output port of modulator, E<sub>in</sub> (t) is the electrical field at input port of modulator, phase difference between two branches are represented by<inline-formula id="inf1">
<mml:math id="m4">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> which can be further represented as:<disp-formula id="e4">
<mml:math id="m5">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>&#x3a0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>0.5</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>E</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.5</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>Modulation (t)</italic> is the electrical input signal.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Schematic model of MZM modulator.</p>
</caption>
<graphic xlink:href="fphy-09-732236-g003.tif"/>
</fig>
<p>In the above equation, the term <italic>ER</italic> can be defined as:<disp-formula id="e5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mn>4</mml:mn>
<mml:mi>&#x3a0;</mml:mi>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>arctan</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>x</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <italic>extract</italic> is the extinction factor which is set to be 30&#xa0;dB. Similarly, signal phase change is defined as:<disp-formula id="e6">
<mml:math id="m7">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3a6;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where the value of <italic>SC</italic> is 1 if the negative chirp value is enabled; otherwise, it will be -1 and <italic>SF</italic> is the symmetry factor.</p>
<p>The output of optical modulator is combined with the output of three modulators from different channels and transmitted over FSO link followed by optical amplifier with a gain of 16&#xa0;dB. The link can be defined by the following equation [<xref ref-type="bibr" rid="B24">24</xref>]:<disp-formula id="e7">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mtext>Re</mml:mtext>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>d</mml:mi>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>R</mml:mi>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>The equation above represents receiver aperture diameter (<inline-formula id="inf2">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>R</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), transmitter aperture diameter (<inline-formula id="inf3">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), beam divergence (<inline-formula id="inf4">
<mml:math id="m11">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>), range (<italic>R</italic>) and atmospheric attenuation (<inline-formula id="inf5">
<mml:math id="m12">
<mml:mi>&#x3b1;</mml:mi>
</mml:math>
</inline-formula>). Gamma distribution model is used to model the atmospheric fading. The probability of given intensity (<italic>I</italic>) is described in the following equation [<xref ref-type="bibr" rid="B25">25</xref>]:<disp-formula id="e8">
<mml:math id="m13">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>I</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msup>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>2</mml:mn>
<mml:msqrt>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>I</mml:mi>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>In the above equation, small-scale eddies are represented by<inline-formula id="inf6">
<mml:math id="m14">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, large-scale eddies are represented by <inline-formula id="inf7">
<mml:math id="m15">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf8">
<mml:math id="m16">
<mml:mrow>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>...</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>is the Gamma function and <inline-formula id="inf9">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>is the modified Bessel function of second kind. <inline-formula id="inf10">
<mml:math id="m18">
<mml:mi>&#x3b1;</mml:mi>
</mml:math>
</inline-formula>and <inline-formula id="inf11">
<mml:math id="m19">
<mml:mi>&#x3b2;</mml:mi>
</mml:math>
</inline-formula> can be derived mathematically as shown in <xref ref-type="disp-formula" rid="e9">Eq. 9</xref> and <xref ref-type="disp-formula" rid="e10">Eq. 10</xref>:<disp-formula id="e9">
<mml:math id="m20">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>0.49</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
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<mml:mo>&#x2b;</mml:mo>
<mml:mn>1.11</mml:mn>
<mml:msubsup>
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<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mn>12</mml:mn>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m21">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>0.51</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
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<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.69</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mn>12</mml:mn>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
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</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where <inline-formula id="inf12">
<mml:math id="m22">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the Rytov variance which can be calculated from the following equation:<disp-formula id="e11">
<mml:math id="m23">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.23</mml:mn>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:msup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mn>7</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>z</mml:mi>
<mml:mrow>
<mml:mn>11</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where <inline-formula id="inf13">
<mml:math id="m24">
<mml:mrow>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the index refraction structure, <italic>k</italic> is the optical wavenumber and <italic>z</italic> is the&#x20;range.</p>
<p>Atmospheric attenuation for FSO link is considered as 0.14&#xa0;dB/km in clear weather, 12&#xa0;dB/km in low fog, 16&#xa0;dB/km in medium fog and 22&#xa0;dB/km in heavy fog [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>]. A splitter is used to split the FSO output into four receivers. Each receiver consists of a mode selector which selects the particular mode and wavelength. APD or avalanche photo diode is used for converting the optical signal to an electrical signal.</p>
<p>The shot noise and thermal noise is enabled in the APD whereas other background noises are assumed to be ideal in this work. After 40&#xa0;GHz is mixed for the down-conversion process, the original baseband signal is recovered by using low pass filter.</p>
<p>The other key parameters are mentioned in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Key parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Item</th>
<th align="center">Parameter</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PRBS</td>
<td align="left">Data rate</td>
<td align="center">10 Gbps</td>
</tr>
<tr>
<td align="left">Sine generator</td>
<td align="left">RF carrier</td>
<td align="center">40&#xa0;GHz</td>
</tr>
<tr>
<td rowspan="3" align="left">Spatial laser</td>
<td align="left">Wavelength</td>
<td align="center">850 and 851&#xa0;nm</td>
</tr>
<tr>
<td align="left">Power</td>
<td align="center">0 dBm</td>
</tr>
<tr>
<td align="left">Linewidth</td>
<td align="center">10&#xa0;MHz</td>
</tr>
<tr>
<td rowspan="2" align="left">Machzhender modulator</td>
<td align="left">Extinction ratio</td>
<td align="center">30&#xa0;dB</td>
</tr>
<tr>
<td align="left">Symmetry factor</td>
<td align="center">1</td>
</tr>
<tr>
<td rowspan="3" align="left">FSO link</td>
<td align="left">Transmitter aperture diameter</td>
<td align="center">10&#xa0;cm</td>
</tr>
<tr>
<td align="left">Receiver aperture diameter</td>
<td align="center">20&#xa0;cm</td>
</tr>
<tr>
<td align="left">Beam divergence</td>
<td align="center">2&#x20;<inline-formula id="inf14">
<mml:math id="m25">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mtext>rad</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td rowspan="7" align="left">Spatial APD photo diode</td>
<td align="left">Width</td>
<td align="center">10&#xa0;<inline-formula id="inf15">
<mml:math id="m26">
<mml:mrow>
<mml:mtext>&#x3bc;m</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Responsivity</td>
<td align="center">1.2 A/W</td>
</tr>
<tr>
<td align="left">Gain</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Dark current</td>
<td align="center">10&#xa0;nA</td>
</tr>
<tr>
<td align="left">Responsivity</td>
<td align="center">1 A/W</td>
</tr>
<tr>
<td align="left">Thermal noise power spectral density</td>
<td align="center">100e-024&#xa0;W/Hz</td>
</tr>
<tr>
<td align="left">Ionization ratio</td>
<td align="center">0.9</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<p>The modeling of the proposed MDM-Ro-FSO model is done in OptiSystem&#x2122; software due to its accuracy. In this section, results obtained from the modeling are presented and discussed. First, Ro-FSO link is operated in clear weather conditions which mean no atmospheric turbulences are considered. The BER or bit error rate for all channels is measured as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. At the distance of 1,200&#xa0;m, the BER value for Channel 1 transmitted by using LG mode at 850&#xa0;nm wavelength is computed as <inline-formula id="inf16">
<mml:math id="m27">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>7</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> whereas for Channel 2, which is transmitted by using HG 00 mode, it is computed as <inline-formula id="inf17">
<mml:math id="m28">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Measurement of BER <bold>(A)</bold> Channels 1 and 2&#x20;<bold>(B)</bold> Channels 3 and 4.</p>
</caption>
<graphic xlink:href="fphy-09-732236-g004.tif"/>
</fig>
<p>The result shows that HG mode is slightly more attenuated in FSO link as compared to LG mode. Similarly, the value of BER for Channel 3 transmitted by using LG 00 mode with 851&#xa0;nm is also computed as <inline-formula id="inf18">
<mml:math id="m29">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>7</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> whereas for Channel 4, which is transmitted by using HG 00 mode, it is computed as <inline-formula id="inf19">
<mml:math id="m30">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>. This shows that all the channels are transmitted successfully over 1,200&#xa0;m Ro-FSO link with acceptable BER (<inline-formula id="inf20">
<mml:math id="m31">
<mml:mrow>
<mml:mo>&#x2264;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
<p>After that, the proposed MDM-Ro-FSO link is operated under the influence of different fog conditions that is low, medium and high. For low fog conditions, the value of atmospheric attenuation is considered as 12&#xa0;dB/km whereas for medium fog conditions it is considered as 16&#xa0;dB/km and for heavy fog conditions, it is considered as 22&#xa0;dB/km. <xref ref-type="fig" rid="F5">Figure&#x20;5</xref> (a), (b) and (c) show the measurement of BER of all channels under low, medium and heavy fog. When the Ro-FSO link is operated under low fog, the BER value for channel 1 and 3 is computed as <inline-formula id="inf21">
<mml:math id="m32">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> whereas for channel 2 and 4, it is measured as <inline-formula id="inf22">
<mml:math id="m33">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> at the Ro-FSO link distance of 570&#xa0;m. However, when the Ro-FSO link is operated under medium fog, the BER value for channel 1 and 3 is computed as <inline-formula id="inf23">
<mml:math id="m34">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> whereas for channel 2 and 4, it is measured as <inline-formula id="inf24">
<mml:math id="m35">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> at the Ro-FSO link distance of 500&#xa0;m. Similarly, when the Ro-FSO link is operated under heavy fog, the BER value for channel 1 and 3 is measured as <inline-formula id="inf25">
<mml:math id="m36">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> whereas for channel 2 and 4, it is measured as <inline-formula id="inf26">
<mml:math id="m37">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> at the Ro-FSO link distance of 440&#xa0;m&#x20;only.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Measurement of BER <bold>(A)</bold> low fog <bold>(B)</bold> medium fog <bold>(C)</bold> heavy&#x20;fog.</p>
</caption>
<graphic xlink:href="fphy-09-732236-g005.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this work, low-cost high-speed Ro-FSO system is proposed for providing broadband services in hospital scenarios. WDM and MDM schemes are incorporated to transmit four channels with the capacity of 10 Gbps each up-converted to 40&#xa0;GHz&#xa0;mm wave over Ro-FSO link. The MDM scheme uses LG 00 and HG 00 modes whereas WDM uses 850 and 851&#xa0;nm wavelengths. The reported results indicate successful transmission of all channels. When the RO-FSO link is operated in clear weather, all the channels are successfully transmitted up to 1,200&#xa0;m. However, when the Ro-FSO link is operated in low, medium and heavy fog, the transmission distance is limited to 570, 500 and 440&#xa0;m, respectively with acceptable (&#x2264;<inline-formula id="inf27">
<mml:math id="m38">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Further research of the current work can include real-time experiments and performance evaluation of MDM-Ro-FSO under different atmospheric conditions.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>PL: Conceptualization, methodology, investigation, writing&#x2014;original draft, supervision, resources, project administration, funding acquisition. CZ: Methodology, investigation, writing&#x2014;original draft, supervision, funding acquisition. JN: Methodology, investigation, data curation, visualization. SC: Investigation, data curation, writing&#x2014;original draft. XT: Writing&#x2014;review andediting, validation, conceptualization.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work is supported by National Key Research and Development Program of China under Grant no. 2018YFB1305700 and Scientific and Technological Program of Quanzhou City under Grant No. 2019CT009.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
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