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							<persName><forename type="first">Andriy</forename><surname>Semenov</surname></persName>
							<email>semenova.o.o@vntu.edu.ua</email>
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								<orgName type="institution">Vinnytsia National Technical University</orgName>
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									<addrLine>Khmelnytske highway, 95</addrLine>
									<postCode>21021</postCode>
									<settlement>Vinnytsia</settlement>
									<country key="UA">Ukraine</country>
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							<persName><forename type="first">Serhii</forename><surname>Tsyrulnyk</surname></persName>
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								<orgName type="institution">Vinnytsia Technical College</orgName>
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									<addrLine>Khmelnytske highway, 91/2</addrLine>
									<postCode>21021</postCode>
									<settlement>Vinnytsia</settlement>
									<country key="UA">Ukraine</country>
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								<orgName type="institution">Vinnytsia National Agrarian University</orgName>
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									<addrLine>str. Sonyachna, 3</addrLine>
									<postCode>21008</postCode>
									<settlement>Vinnytsia</settlement>
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							<persName><forename type="first">Olena</forename><surname>Semenova</surname></persName>
							<email>semenov.a.o@vntu.edu.ua</email>
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								<orgName type="institution">Vinnytsia National Technical University</orgName>
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									<addrLine>Khmelnytske highway, 95</addrLine>
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							<persName><forename type="first">Serhii</forename><surname>Baraban</surname></persName>
							<email>serhii.baraban@put.poznan.pl</email>
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								<orgName type="institution">Poznan University of Technology</orgName>
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									<addrLine>plac Marii Skłodowskiej-Curie 5</addrLine>
									<postCode>60965</postCode>
									<settlement>Poznan</settlement>
									<country key="PL">Poland</country>
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							<persName><forename type="first">Anton</forename><surname>Khloba</surname></persName>
							<email>hlobaanton@gmail.com</email>
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								<orgName type="institution">Vinnytsia National Technical University</orgName>
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									<settlement>Lviv</settlement>
									<country key="UA">Ukraine</country>
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						<title level="a" type="main">Dynamic Random Access Memory Based on Fiber Optic Lines for Optical Computers. Computer Modeling</title>
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					<term>Optical RAM, NZDSF type SMF-LS, SOA amplifier, mode dispersion compensation, wave coding. 1 0000-0001-9580-6602 (A. Semenov)</term>
					<term>0000-0002-5703-9761 (S. Tsyrulnyk)</term>
					<term>0000-0001-5312-9148 (O. Semenova)</term>
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<div xmlns="http://www.tei-c.org/ns/1.0"><p>The study proposes the structure of construction and technical implementation of an optical operational storage device based on fiber-optic lines for optical computers. The basic element is a ring-type storage device on fiber-optic lines, in which information circulates as a wave packet of optical pulses along a closed fiber circuit. The operating range of 1550 nm is used to reduce optical losses. Using NZDSF fiber of the SMF-LS type is justified to compensate for the polarisation mode dispersion. An SOA amplifier is used to restore the optical signal level. An electro-optical directional splitter is used to input/output optical signals. To work with optoelectronic memory on fiber-optic lines, it is recommended to use a femtosecond fiber laser and the wave-coding method. The study found that using fiber-optic lines can increase the speed of information flow up to ten times by reducing the time spent on the RAM operation.</p></div>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1.">Introduction</head><p>The appearance of optical fibers with low losses and a large product of length by bandwidth is opening up prospects in optical signal processing. It becomes possible to create fiber-optic devices when performing operations such as convolution, calculation of correlation functions, matrix operations, filtering, pulse generation, code combinations, pulse compression, and matched filtering <ref type="bibr" target="#b0">[1,</ref><ref type="bibr" target="#b1">2]</ref>.</p><p>However, the dynamic storage of light pulses for optical computers and optical information transmission systems is very relevant. Potentially, a light beam can have a spectral width comparable to its carrier frequency, i.e., can be of the order of 10 -13 ~ 10 -14 seconds. Paper <ref type="bibr" target="#b2">[3]</ref> considers the basic element of an optical dynamic operational storage device that can store both analog and digital optical information. The basic element is a ring-type storage device on a fiberoptic line, in which information circulates in the form of a burst of optical pulses along a closed fiber circuit <ref type="bibr" target="#b3">[4]</ref>.</p><p>Paper <ref type="bibr" target="#b4">[5]</ref> presents the results of a study of n-bit optical dynamic RAM. The cells of this optical dynamic RAM have arbitrary access for writing, reading, and updating operations during optical computing. In the proposed RAM <ref type="bibr" target="#b4">[5]</ref>, the authors implemented a 1-bit memory element based on a semiconductor optical amplifier with random asynchronous access. Also, <ref type="bibr" target="#b4">[5]</ref> presents the study results of this 1-bit memory element. In <ref type="bibr" target="#b5">[6]</ref>, the authors proposed the structure of an optoelectronic dynamic RAM. Optical information is stored in the memory element using a fiberoptic delay line. This made it possible to develop a high-speed buffer memory without losing optical information <ref type="bibr" target="#b5">[6]</ref>. In <ref type="bibr" target="#b6">[7]</ref>, a structure of n-bit optical dynamic RAM was proposed, which consists of a matrix of 1-bit optical dynamic RAM elements. The single-bit cells of the optical dynamic RAM are built based on a semiconductor optical amplifier using a fiber optic loop <ref type="bibr" target="#b6">[7]</ref>.</p><p>All the variants of optical dynamic RAM proposed in publications <ref type="bibr" target="#b2">[3]</ref><ref type="bibr" target="#b3">[4]</ref><ref type="bibr" target="#b4">[5]</ref><ref type="bibr" target="#b5">[6]</ref><ref type="bibr" target="#b6">[7]</ref> have a limited speed of about 10 Gbit/s. The aim of this work is a model study of the physical parameters and characteristics of a variant of the implementation of a dynamic optical random access memory device based on fiber-optic lines for optical computers with a speed of more than 10 Gbit/s.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.">Models and Methods</head><p>The block diagram of the basic element of the dynamic optical operational storage device (DOOSD) on fiber-optic lines (FOLs), shown in Figure <ref type="figure" target="#fig_0">1</ref>, allows you to input an optical signal either through</p><formula xml:id="formula_0">1 bx U or 2 bx</formula><p>U . Similarly, the information can be read out either through Considering the presence of two electro-optical switches, the polarization mode dispersion coefficient should be increased to 1. The polarization mode dispersion is determined from the formula <ref type="bibr" target="#b8">[9]</ref>:</p><formula xml:id="formula_1">1 bux U or 2 bux U .</formula><formula xml:id="formula_2">pmd TL   .<label>(1)</label></formula><p>The distance L at which the chromatic and polarization dispersion become equal:</p><formula xml:id="formula_3">  2 2 0 1 32.65 3.5 0.05 T L cm D             . (<label>2</label></formula><formula xml:id="formula_4">)</formula><p>Liouville's theorem <ref type="bibr" target="#b9">[10,</ref><ref type="bibr" target="#b10">11]</ref> shows that single-mode fiber optic fibers are compatible with single-mode planar, channel, and strip optical fibers in an integrated design. Paper <ref type="bibr" target="#b11">[12]</ref> discusses the peculiarities of the transition of homogeneous media to a wafer (silicon substrate with a diameter of 300~400 mm), which allows the implementation of optical computing systems for various purposes on their basis. The dimensions of the wafer actually determine the size of the optical fiber ring <ref type="bibr" target="#b12">[13]</ref>. If we assume the length of the optical fiber optic ring of the basic element of the DOOSD to be 32.65 cm, the ring diameter is equal to: 32.65 10.4 3.14</p><formula xml:id="formula_5">L D cm     . (<label>3</label></formula><formula xml:id="formula_6">)</formula><p>The selected size of the optical fiber ring allows it and additional elements (electro-optical switches) to be placed on the wafer. Thus, the optical pulse must make 100000 revolutions to cover a distance of 32.65 cm.</p><p>Let's calculate the attenuation of the optical signal in the basic element of the DOOSP. The signal attenuation depends on the signal attenuation in the optical fiber, the signal loss introduced by the electro-optical switch, and the bending loss of the fiber. According to <ref type="bibr" target="#b13">[14]</ref>, bending losses can be neglected if the bending radius is of the order of 10 mm, which is the case (the bending radius of the optical fiber ring is 52 mm). The signal attenuation in an optical fiber is equal to: 0 0.25 32.65 8.16</p><formula xml:id="formula_7">fib K L dB        ,<label>(4)</label></formula><p>where K  is the maximum attenuation of the SMF-LS fiber <ref type="bibr" target="#b7">[8]</ref>; 0 L is the distance at which the chromatic and polarization dispersion is equal to each other.</p><p>According to <ref type="bibr" target="#b3">[4]</ref>, the loss of an electro-optical switch is 4 dB, and since two of them are required (Figure <ref type="figure" target="#fig_0">1</ref>), the total loss from electro-optical switches is 8 dB. Thus, the total loss is equal to:</p><formula xml:id="formula_8">8.16 8.0 16.16 dB     . (<label>5</label></formula><formula xml:id="formula_9">)</formula><p>The wave coding method is used to encode the information sequence and store it in the DOOSP. The frequency plan of WDM systems provides for 37 nominal central wavelengths for 100 GHz increments in the range 1538.77 nm...1560.61 nm, so there are no complications with the choice of wavelengths 1  and 2  [15].</p><p>Femtosecond fiber lasers can generate pulses with tens of tens of femtoseconds to 5~6 fs, which implies stable and steady operation without needing constant system adjustment. The low cost and stability of femtosecond fiber lasers make it possible to use them to generate an information sequence of optical pulses for the DOOSD <ref type="bibr" target="#b15">[16]</ref>.</p><p>The information capacity is equal to the number of pulses with a duration of 100 fs that can be placed in the time T that a light pulse will travel through an optical ring of 32.65 cm in length:  </p><formula xml:id="formula_10">L Ts c       ,<label>(6)</label></formula><formula xml:id="formula_11">T I Kbit t          . (<label>7</label></formula><formula xml:id="formula_12">)</formula><p>The storage time can be defined as the time for a light pulse to travel a distance 0 L :</p><formula xml:id="formula_13">4 0 1.088 10 100 st L t s ms c      . (<label>8</label></formula><formula xml:id="formula_14">)</formula><p>The duration of the read and write cycle is determined by the length of the optical fiber ring and is equal to T :</p><formula xml:id="formula_15">9 1.088 10 RW t t T s      . (<label>9</label></formula><formula xml:id="formula_16">)</formula><p>The speed of the electro-optical switch determines the access time at the first access (Latency) and is equal to</p><formula xml:id="formula_17">10 L t ps </formula><p>. The maximum data throughput (baud rate) is defined as the ratio of the number of pulses located in the optical fiber ring with a length of 32.65 cm to the time of their passage through the ring: </p><formula xml:id="formula_18">l BW Tbit s T       . (<label>10</label></formula><formula xml:id="formula_19">)</formula><p>The parameters of the basic element of the DOOSD are given in Table <ref type="table" target="#tab_0">1</ref>. When optical pulses pass through the FOC, nonlinear phenomena occur: stimulated Brillouin scattering (SBS), stimulated Raman scattering (SRS), self-phase modulation (SPM), quarter-wave shift, etc. <ref type="bibr" target="#b7">[8]</ref>. Nonlinear interaction between the optical signal and the optical fiber transmission medium occurs when the optical signal power is increased. To preserve the optical pulses, it is necessary to use the linear mode of optical pulse propagation in the fiber. At the optical signal power 10 in P mW  , the nonlinear interaction between the optical signal and the optical fiber does not occur.</p><p>As the pulses circulate along the circuit, the shape, amplitude, and position of the pulses change <ref type="bibr" target="#b16">[17]</ref>. To reduce optical losses, the operating range of 1550 nm is used in the DOOSD, and to compensate for polarization mode dispersion, NZDSF fiber of SMF-LS type is used; however, according to calculations (Table <ref type="table" target="#tab_0">1</ref>), the pulse amplitude is reduced by 16 dB. Therefore, in order to restore or further use the optical information sequence, it must be restored (regenerated). For this purpose, an optical amplifier with a gain of 16 dB should be used, which introduces as little noise as possible and allows it to be made in an integrated design for combining in one housing with the DOOSD cell.</p><p>Semiconductor optical amplifiers are small in size and weight <ref type="bibr" target="#b17">[18]</ref>; they use direct conversion of electrical energy into optical energy, which results in significantly lower power consumption <ref type="bibr" target="#b18">[19]</ref>; they are cheaper and have come close to fiber optic amplifiers in terms of their technical characteristics <ref type="bibr" target="#b19">[20]</ref>. The amplifying medium in SOA is a semiconductor structure made of (GaAl)As crystal with geometric dimensions of no more than a few millimeters, which makes it possible to integrate such amplifiers together with other elements of integrated circuits, for example, with the basic element of a DOOSD <ref type="bibr" target="#b20">[21]</ref>.</p><p>In <ref type="bibr" target="#b21">[22]</ref>, the description and main characteristics of the SOA amplifier for the range of 1530...1560 nm are given. It can be used as an optical signal amplifier to restore its level after storage in the DOOSD.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">Results and Discussion</head><p>Computer modeling aims to confirm the possibility of implementing the DOOSD on FOCL <ref type="bibr" target="#b4">[5]</ref>. The software package Synopsys OptSim for Optical Communication, which is a CAD program for modeling fiber-optic systems, was used for the research. In the course of the research, the following tasks were set:</p><p>• Determination of the optical signal loss with a wavelength of 1.55 µm when passing through the NZDSF fiber of SMF-LS type at a distance of 33~35 km;</p><p>• Determination of the influence of polarization mode dispersion on the waveform and the possibility of its compensation;</p><p>• Determination of the optical input power value at which the linear mode of signal transmission in the FOCL is ensured.</p><p>As a result of the experimental studies, the following results were obtained. Figure <ref type="figure">2</ref> shows a PRBS generator that forms a digital information sequence, an NRZ transmitter, an optical filter, an attenuator, a receiver, a BER tester, a spectrum analyzer, and an oscilloscope. The NRZ transmitter consists of a CW laser, an electric generator (NRZ driver), an external Mach-Zehnder modulator, and an attenuator. The waveform and spectrum of the signal input to the fiber are shown in Figure <ref type="figure">3</ref>. At the output of the optical signal receiver (RX_NRZ), we observe the picture (Figure <ref type="figure" target="#fig_6">4</ref>). To measure the losses during the passage of an optical information sequence (see Figure <ref type="figure">3</ref>) through a 35 km long NZDSF fiber, the scheme shown in Figure <ref type="figure" target="#fig_7">5</ref>     <ref type="figure" target="#fig_9">7</ref> show the waveforms of the transmitter and receiver respectively (the effect of polarization is not considered). Figure <ref type="figure" target="#fig_8">6</ref> and Figure <ref type="figure" target="#fig_9">7</ref> shows that the optical signal loss equals   , corresponding to the parameters (Table <ref type="table" target="#tab_0">1</ref>).  Accordingly, the eye diagram will look like the one shown in Figure <ref type="figure" target="#fig_11">8</ref>. The effect of polarization mode dispersion is studied according to the scheme shown in Figure <ref type="figure" target="#fig_12">9</ref>. The fiber length is chosen to be 33 km; the PMD polarization coefficient is   The signal characteristics are shown in Figure <ref type="figure" target="#fig_0">10</ref>. Figure <ref type="figure" target="#fig_0">11</ref> shows that the NZDSF fiber of SMF-LS type with a negative chromatic dispersion compensates for the effect of polarization mode dispersion at a distance of 33-35 km, which can be used to build a DOOSD on the FOCL. To study the power level to be input to the DOOSD, we use the scheme shown in Figure <ref type="figure" target="#fig_0">12</ref>. Figures <ref type="figure" target="#fig_7">14 and 15</ref> show that at an input power of more than 10 mW, a nonlinear mode of operation occurs in the fiber, which leads to distortion of the information stored in the DUT. Therefore, the input power of the optical information sequence input to the storage device should be less than 10 mW. </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.">Conclusions</head><p>The results of computer modeling confirmed the possibility of implementing a dynamic random access optical storage device based on fiber-optic lines for optical computers. To reduce optical losses in a dynamic optical random access memory, it is advisable to use the operating range of 1550 nm. To compensate for PMD, NZDSF type SMF-LS should be used. An SOA amplifier can be used to restore the optical signal level. Optical signals are input/output through an electro-optical directional coupler. To work with optoelectronic memory on fiber optic lines, it is recommended to use a femtosecond fiber laser and the wave coding method. In further research, the authors will develop an experimental model of a dynamic optical random access storage device based on fiber optic lines for optical computers. The authors will perform experimental studies. The authors will compare the results of experimental studies with the results of computer modeling and draw conclusions about the prospects of the proposed dynamic optical random access storage device based on fiber optic lines for optical computers.</p></div><figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_0"><head>Figure 1 :</head><label>1</label><figDesc>Figure 1: Block diagram of the basic element DOOSD According to [8], the polarization mode dispersion coefficient for NZDSF fiber of SMF-LS type is equal to 0.5 / T ps km  , and the chromatic dispersion coefficient 3.5 / D nm km  . Considering the presence of two electro-optical switches, the polarization mode dispersion coefficient should be increased to 1. The polarization mode dispersion is determined from the formula [9]:</figDesc><graphic coords="2,159.90,261.19,275.20,158.15" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_4"><head>Figure 2 :Figure 3 :</head><label>23</label><figDesc>Figure 2: Structure-function diagram of the optical information sequence source shape study</figDesc><graphic coords="5,107.75,188.06,379.50,106.50" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_5"><head></head><label></label><figDesc>is used.</figDesc></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_6"><head>Figure 4 :</head><label>4</label><figDesc>Figure 4: Eye diagram at the output of the optical signal receiver</figDesc><graphic coords="6,173.38,110.69,248.25,195.00" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_7"><head>Figure 5 :</head><label>5</label><figDesc>Figure 5: Scheme for the study of losses in the fiber Figure 6 and Figure7show the waveforms of the transmitter and receiver respectively (the effect of polarization is not considered). Figure6and Figure7shows that the optical signal loss equals</figDesc><graphic coords="6,123.88,331.48,347.25,145.50" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_8"><head>Figure 6 :</head><label>6</label><figDesc>Figure 6: The transmitted optical signal</figDesc><graphic coords="6,158.75,559.01,277.50,183.00" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_9"><head>Figure 7 :</head><label>7</label><figDesc>Figure 7: The received optical signal (the length of the fiber is 35 km)</figDesc><graphic coords="7,158.00,72.00,279.00,180.00" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_11"><head>Figure 8 :</head><label>8</label><figDesc>Figure 8: Eye diagram of the received signal</figDesc><graphic coords="7,159.50,332.94,276.00,183.75" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_12"><head>Figure 9 :</head><label>9</label><figDesc>Figure 9: OPTSIM software window with a diagram for studying the effect of polarization mode dispersion on the optical signal shape when passing through DSF, NZDSF fiber</figDesc><graphic coords="7,95.00,543.98,406.50,182.25" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_13"><head>Figure 10 :Figure 11 :</head><label>1011</label><figDesc>The result of the effect of polarization mode dispersion on signal propagation in DSF fiber, oscillogram of the signal at the fiber output a); eye diagram of the photodetector b) For the linear mode of operation of the FOCs, it was recommended to use an input optical power of less than 10 mW [5]. The tests were carried out twice: at 10 mW, the modulator output was 10 dB, and at 50 mW, 17.5 dB. The initial parameters of the signal source are shown in Figure 13. The result of the effect of polarization mode dispersion on signal propagation in NZDSF (SMF-LS) fiber, waveform of the signal at the fiber output a); eye diagram of the photodetector b)</figDesc></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_14"><head>Figure 12 :Figure 13 :Figure 14 :Figure 15 :</head><label>12131415</label><figDesc>Figure 12: Scheme for studying the level of optical power to be introduced into the fiber</figDesc><graphic coords="10,105.88,72.00,383.25,227.25" type="bitmap" /></figure>
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<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_0"><head>Table 1 Limit operating parameters of the basic element of the DOOSD</head><label>1</label><figDesc></figDesc><table><row><cell>Parameter</cell><cell>Unit of measurement</cell><cell>Value</cell></row><row><cell>Information capacity</cell><cell>Kbit</cell><cell>10</cell></row><row><cell>Organization</cell><cell></cell><cell>10Kbit×1</cell></row><row><cell>Information storage time</cell><cell>µs</cell><cell>100</cell></row><row><cell>Read cycle time</cell><cell>ns</cell><cell>1</cell></row><row><cell>Write cycle time</cell><cell>ns</cell><cell>1</cell></row><row><cell>Access time at the first access</cell><cell>ps</cell><cell>10</cell></row><row><cell>Transmission rate</cell><cell>Tbit/s</cell><cell>10</cell></row><row><cell>Signal attenuation</cell><cell>dB</cell><cell>16</cell></row><row><cell>The wavelength of the optical signal</cell><cell>nm</cell><cell>1560 + 10</cell></row><row><cell>Optical power of the input signal</cell><cell>mW</cell><cell>&lt;10</cell></row></table></figure>
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