POL-MUX System for Noncoherent Optical Networks
Abstract
This paper is focused on applying a polarization multiplex to passive optical networks to double their transmission bandwidth without significant changes in the distribution network. Although polarization multiplexes are already employed for high-speed optical transport networks with digital signal processing and coherent detection, we propose a system that could be used in existing older optical networks using a dynamic polarization controller in combination with a wavelength division multiplex.
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applied sciences Article POL-MUX System for Noncoherent Optical Networks Radim Sifta *,†, Michal Latal †, Petr Munster †and Tomas Horvath † Citation: Sifta, R.; Latal, M.; Munster, P.; Horvath, T. POL-MUX System for Noncoherent Optical Networks. Appl. Sci. 2021,11, 5582. https://doi.org/ 10.3390/app11125582 Academic Editor: Amalia Miliou Received: 15 May 2021 Accepted: 13 June 2021 Published: 16 June 2021 Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. Copyright: c 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). Department of Telecommunication, Brno University of Technology, Technicka 12, 616 00 Brno, Czech Republic; [email protected] (M.L.); [email protected].cz (P.M.); [email protected].cz (T.H.) *Correspondence: [email protected]; Tel.: +420-736-625-794 † These authors contributed equally to this work. Abstract: This paper is focused on applying a polarization multiplex to passive optical networks to double their transmission bandwidth without significant changes in the distribution network. Although polarization multiplexes are already employed for high-speed optical transport networks with digital signal processing and coherent detection, we propose a system that could be used in existing older optical networks using a dynamic polarization controller in combination with a wavelength division multiplex. Keywords: WDM; polarization; PDM; POL-MUX; PON; crosstalk; BER; DPC 1. Introduction The demand for wider bandwidth in transport optical networks, as well as in optical access networks, increases every year. For this purpose, many multiplexing techniques have been developed, and some of them have been deployed for real data traffic. The most important multiplexing techniques in transport optical networks are the dense wavelength division multiplex (DWDM) and time division multiplex (TDM) [ 1 ]. The second generation of passive optical networks (PONs) uses both WDMs and TDMs [ 2 ]. Optical transport networks combine a DWDM with a polarization division multiplex (PDM) and coherent detection, thereby doubling the bandwidth. Although these systems are effective, it is not possible to use them for PONs due to digital coherent detection (DCD), which is the most expensive part. Nevertheless, there is a way to use a polarization multiplex without coherent detection. Other multiplexing technologies have prospects for future deployment, but many of them are difficult to enforce because of the difficulty of implementation and necessity of intervention for the active components and distribution networks. This does not apply for polarization multiplexes, which can double the bandwidth without any intervention regarding the existing optical network, and in addition, such a multiplex is partially immune to polarization mode dispersion (PMD) [ 3 ]. The polarization multiplex (POLMUX) is based on the transmission of two different optical signals in one optical fiber using polarization division. The optical beam in a single-mode fiber spreads in two polarization planes xand ythat are orthogonal to each other. With a polarization beam splitter (PBS), it is possible to align independent optical signals into both polarization planes and transmit two different polarization-divided optical signals in one fiber. The principle of polarization multiplexes can be compared with technologies used in radio systems, where radio signals are also transmitted in two orthogonal polarization planes and for receivers, two differently oriented antennas are used. Detection is possible only if the orthogonality of both signals is preserved. This is not possible in real optical fibers due to fiber imperfections (circular asymmetry of the fiber) and birefringence [ 4 ]. The basic scheme of the POL-MUX is shown in Figure 1. An important advantage of the POL-MUX is that the distribution network does not need to be changed by any special component, as is this case for other multiplexing Appl. Sci. 2021,11, 5582. https://doi.org/10.3390/app11125582 https://www.mdpi.com/journal/applsci
Appl. Sci. 2021,11, 5582 2 of 17 techniques. On the transmitter side, two optical signals are aligned into a fiber by a polarization beam splitter (PBS), which has two inputs with polarization filters. The first input aligns the signal into the xplane, and the second input aligns the signal into the y polarization plane. Therefore, it is necessary to adjust the polarization angle so that each signal is parallel to the polarization axis of a given port. The polarization angle and state of polarization are set by a polarization controller (PC) [5]. TX1 TX2 PBS PBS RX1 RX2 Optical fiber λ1 λ1 λ1 λ1 t y z E Bx t y zx t y zxt y zx t y zx PC 1PC 1 PC 2PC 2 PC 3PC 3 x y x y Figure 1. Principle of the polarization multiplex. Multiplexed signals contain two differently modulated optical signals, which may have the same wavelength. These signals pass through an optical distribution network, at the end of which another polarization controller is used for rotation of the polarization process—each signal must be parallel to the polarization planes of the second polarization beam splitter, which is used for polarization demultiplexing. This ensures that the desired output signal is included in each polarization output [6]. Increasing the bitrate in optical networks tightens the requirements for polarization mode dispersion (PMD), which is the main limit of high-speed optical systems. Because a POL-MUX uses two separate polarization planes, a POL-MUX is not as influenced by PMD, as opposed to common telecommunication systems. This is very important for bitrates ≥ 10 Gbps. A POL-MUX can thus be used not only for doubling the bandwidth but also for reducing the influence of PMD, which has a negative effect in the form of polarization crosstalk [7]. POL-MUX system was the subject of research mostly in the 1990s and plenty of research groups were interested in this topic. Although it allows doubling of bandwidth and brings many advantages in comparison with other known multiplexing techniques, due to difficult demultiplexing, it was no longer prospective for further development, and WDM systems played the main role in the field of optical networks for many years [ 8 – 13 ]. The renaissance came after 2000, when the group of Yao et al. [ 5 , 6 ] engaged in research of POL-MUX systems using an all-optic scheme for polarization demultiplexing. Nevertheless, it was not employed in optical data networks and real a comeback occurred with the development of coherent high-speed networks with direct detection system, digital signal processing and multistate modulation formats. Many groups were interested in this topic [ 14 – 18 ], e.g., Bermani et al. studied synchronous demodulation of coherent 16-QAM with feedforward carrier recovery [ 19 ], El-Nahal et al. described coherent 16 quadrature amplitude modulation (16QAM) Optical Communication Systems [ 20 ], Gnauck et al. examined spectrally-efficient long-haul WDM transmission using 224-Gb/s polarizationmultiplexed 16-QAM [ 21 ]. Finally, direct detection systems with digital signal processing and X-QAM modulations were deployed into real high-speed transport optical networks, with high tolerance to negative dispersions effects [22]. On the other hand, there is also a disadvantage: difficult demultiplexing caused by changing the polarization angle and state of polarization. The principle of the POL-MUX system, shown in Figure 1works only in laboratory environments. Under real conditions, the system must react to real-time polarization changes, such as those regarding the angle of polarization. For this purpose, a dynamic polarization controller could be used. In
Appl. Sci. 2021,11, 5582 3 of 17 coherent high-speed networks, a direct detection system is used, and demultiplexing is performed directly in the receiver via digital signal processing (DSP). Currently, 100 G transmission systems use POL-MUXs with coherent detection and multistate modulation formats [23]. The important parameters of the polarization multiplex are as follows [24]: •Degree of polarization (DOP): The degree of polarization is given by: DOP =Ipol/Ipol +Iunp[−], (1) where Ipol and Iunp are intensities of polarized and nonpolarized light, respectively. If DOP = 0, we can say that the light is nonpolarized; if DOP = 1, the light is fully polarized. If the light is between 0–1, it is partially polarized. • Polarization extinction (PER): The polarization extinction ratio is an important parameter given by the ratio between the optical powers in both polarization planes. It is defined by the ratio of the power in the principal polarization mode to the power in the orthogonal polarization mode after propagation through an optical system, expressed in dB [24]. PER =10log10 Pprincipal Porthogonal .[dB], (2) • Polarization dependent loss (PDL): The polarization-dependent loss is a parameter that specifies the maximal change in attenuation caused by polarization changes in optical fibers; this parameter is given also in dB. 2. Temperature Influence on the POL-MUX Signal The angle and state of polarization are changed by mechanical stress and/or temperature. If the POL-MUX is deployed on an existing optical network, where the optical cables are fixed, then the temperature mainly rotates with the polarization angle, which is critical for the PER. For this reason, we measured the temperature influence on the change in the polarization angle of the optical network. To change the temperature of the testbed, a Vötch VC3 7018 thermo chamber was used. The aim of the experiment was to determine the influence of temperature on birefringence and the change in the angle of polarization planes, e.g., how the power aligned with each polarization plane changes due to the rotation of polarization. 2.1. Principle of Measurement The measurement testbed is shown in Figure 2. As a tested sample, a 10 m long optical patch cord with G.652.D fiber was used. The ambient temperature was kept at 20 ±1◦C. TX1 PBS1 PBS2 Optical fiber λ1 λ2 λ1 λ2 PC 1PC 1 PC 2PC 2 PC 3PC 3 x y x y Thermo chamber 10 m G.652.D TX2 OSA OSA Figure 2. Block scheme of the measurement test bed. As a light source, two laser diodes with different wavelengths ( λ1=1550.1 nm and λ2=1555.2 nm) were used. Although it is possible to use the same wavelengths, we
Appl. Sci. 2021,11, 5582 4 of 17 used different wavelengths to enable the distinction of optical signals aligned with both polarization planes by a standard optical spectral analyzer (OSA). The optical signals from lasers TX1 and TX2 were set by polarization controllers PC1 and PC2, respectively, for optimal multiplexing by polarization beam splitter PBS1, e.g., the signal from one laser must be parallel to one of the polarization plane axes x, and the signal from the second laser must be parallel with polarization plane yof polarization beam splitter PBS1. The multiplexed signal is shown in Figure 3a. The optical powers of both lasers were set to TX1=5.61 dBm and TX2=5.65 dBm. A multiplexed signal was fed into the testing optical patch cord, which was placed in a thermo chamber. The output of the tested fiber was connected to polarization controller PC3 and then to polarization beam splitter PBS2. Both outputs were checked by an optical spectral analyzer (OSA). The optimal setup of the state and especially the angle of polarization at the end of the measured optical link was carried out by PC3, so the polarization extension ratio was set to ≥ 22 dB according to the PBS datasheet. The demultiplexed signal is shown in Figure 3b. The default difference between the optical powers in each polarization plane was set to 23.22 dBm (measured by OSA λ 1). We can say that it is optional to determine the noise ratio or crosstalk between polarization planes, which is given by the PER of PBS2. (a) (b) Figure 3. Spectra of the multiplexed (a) and demultiplexed (b) signals. 2.2. Experimental Analysis The measurement process was divided into two parts. First, the measured fiber was cooled from 20 ◦ C to − 40 ◦ C and subsequently warmed back to 20 ◦ C. Second, the fiber was warmed from 20 ◦ C to 70 ◦ C and cooled back to 20 ◦ C. The 3D model in Figure 4 shows how the temperature changed the power in both polarization planes. A wavelength of 1550.1 nm corresponds to the output of the polarization splitter, which was monitored by the OSA. We mark this polarization plane as x. During the cooling process, the temperature in the second polarization plane (y) gradually increased up to − 40 ◦ C when the power level increased from the original value − 21.17 dBm to 0.74 dBm. With further temperature increases, the power level decreased, and for 20 ◦ C, − 15.33 dBm was achieved. After 30 min of tempering, the power level decreased to − 24 dBm. At the same time, it can be seen that in the polarization plane x, the power level was minimally decreased by approximately tenths of 1 dB. However, from − 20 ◦ C to − 40 ◦ C, it is possible to see a decrease in the power level with the highest minimum value ( − 4.15 dBm) at − 40 ◦ C, which is adequate as the maximal power level inplane y. At this time, the angle of polarization was rotated almost 90 ◦ due to the changing ambient temperature. After further warming, the power level returned to the original level.
Appl. Sci. 2021,11, 5582 5 of 17 Figure 4. Power dependence on temperature in both polarization planes. In the second part of the measurement, the fiber was warmed to + 70 ◦ C. The power level in the polarization plane ysignificantly increased as the temperature increased, with a maximum of − 4.31 dBm at 70 ◦ C. After that, the fiber was cooled to 20 ◦ C, and the power level decreased gradually to −21 dBm. In polarization plane x, the power level decreased very slightly. Regarding the maximal power in plane ythe power level in ydecreased by only approximately 1 dB. Figure 5shows a comparison between the influences of cooling and warming on the change in the signal ratio between the polarization planes (in Figure 5, this is marked as the OSNR). It is obvious that the polarization angle is much more sensitive to temperatures below 0 ◦ C than to higher temperatures. The polarization planes were rotated almost 90 ◦ during the cooling process because the warming signal ratio between both signals was decreased; nevertheless, the polarization planes did not rotate like they did during cooling. Based on the analysis, we can say that if the temperature of the optical distribution network is kept within 10 ◦ C, the functionality of the POL-MUX system will be preserved even without the use of dynamic polarization control or DSP. A temperature change of 10 ◦ C caused the signal ratio between the polarization planes to be lower than 5 dB. Practical measurement confirmed that this value does not cause bit error rate (BER) degradation [ 25 ]. (a) (b) Figure 5. Influences of fiber (a) cooling and (b) warming. 3. POL-MUX on a Real Optical Network After successfully demonstrating the POL-MUX in a laboratory environment, a bidirectional POL-MUX setup was tested on an optical network based on real academic data. In this case, the POL-MUX was used for the separation of 10 Gbps of downstream and upstream data traffic. The optical link consisted of a 12.8 km optical fiber between Brno University of Technology (BUT) and Masaryk University (MU), as shown in Figure 6. The
Appl. Sci. 2021,11, 5582 6 of 17 optical link was formed by five segments between six academy buildings and goes through a city with almost 400,000 residents and dense traffic. In the laboratory of transmission media, the Department of Telecommunication at BUT was placed on the first transmission and receiver side. As a transmitter, the EXFO FTB-1 platform with an EXFO NetBlazer 880G module and a 10G SFP+ module (Optoway SPS-2385MW-D440G) was used. The 880G module can generate high-speed 10 Gbps data traffic and measure the BER and quality of services (QoS) parameters. The wavelength was tuned to a 50 GHz DWDM grid with 1542.14 nm. OSA2 G.652.D RX TX TX RX SFP+ SFP+ Downstream Upstream PC1PC1 PBS1PBS2 OSA1 90/10 90/10 PC2PC2 ISOL1 ISOL2 10% 90% 10% 90% PC3PC3 FTB1 FTB-860G FTB1 FTB-880G Technicka 12 Kolejni 2 Technicka 2 Jana Babaka 1960 Kounicova 67 Botanicka 68 1156 m 1211 m 5984 m 3020 m 1448 m Laboratory of optical networks BUT Optical link 12,8 km Laboratory of Informatics MUNI Figure 6. Measurement on a real optical link The output signal from the SFP+ module went through an optical insulator ISOL1 (to avoid damage caused by back reflection) to a polarization controller PBS1 , where the angle of polarization was optimally rotated so that the optical signal of the output of PBS1 was at the maximum level (as measured by the OSA), which was then disconnected, and PBS1 was connected to a real optical link. The opposite transmission and receiver side was realized by the Faculty of Informatics at Masaryk University, Brno. The output signal from the optical link was controlled by PC3 to obtain the maximum power level of the output signal. This signal was monitored by an optical spectrum analyzer OSA2. As a transmitter on the opposite side, an EXFO FTB-1 platform with an EXFO NetBlazer 860G module and a 10 Gbps SFP+ module (Optoway SPS-2385MW-D440G) was also used. The 860G module has similar functionalities to those of 880G. The transmitted 10 Gbps signal went through ISOL2 to polarization controller PC2, which was used to set the maximum optical level of an output of PBS2 (monitored by the OSA). The optical links consisted of many connector connections in each building. It is obvious that optical links are very prone to changes in polarization due to temperature changes. The proposed POL-MUX network was measured for the bit error rate, which is one of the most important parameters with respect to QoS. The reason for this measurement was to determine how the time, temperature and possible mechanical stress changed the state and angle of polarization, which had a major impact on the power level in both polarization planes and of course on the bit error rate. Because the proposed system did not contain a dynamic polarization controller, we can say that the system was ‘static’ and was not able to react to changes in ambient conditions. The BER was tested for five days, and at the beginning of the test, the value of the BER was not measurable (too low) (>10 −12 ). In the following days, the values were: •1st day–BER ≈0 •2nd day–BER ≈10−12 •3rd day–BER ≈10−11 •4th day–BER ≈10−10 •5th day–BER ≈10−8
Appl. Sci. 2021,11, 5582 7 of 17 Time changes of BER and data throughput are shown on Figure 7. As we can see, BER change in time was almost linear, very slowly reduced about one order per day. BER was in five days measurement reduced from 0 to ≈10−8 . Data throughput is more resistant to polarization changes and was slightly reduced from 10 Gbps to 9.816 Gbps in five days. Table 1also shows the change of power level measured by the optical spectral analyzer (10% of optical signal). As we can see, signal strength was reduced by about 9 dBm in five days. This practical measurement confirmed that polarization changes in the real optical network are slow and thus dynamic polarization controllers could keep the polarization angle of the transmitted signal. Table 1. BER and throughput changes in time. Time [Hours] RX [dBm] ∆[dBm] BER [–] T [Gbps] 0−25.7 0 0 10 12 −28.7 3 0 10 24 −30.7 5 0 10 36 −31.2 5.5 1.60 ×10 −12 10 48 −31.7 6 9.50 ×10−12 10 60 −32.2 6.5 1.1 ×10−11 10 72 −32.7 7 3.10 ×10−10 9.999 84 −33.2 7.5 8.70 ×10−10 9.997 96 −33.7 8 1.40 ×10−99.986 108 −34.2 8.5 6.60 ×10−99.94 120 −34.7 9 1.90 ×10−89.816 140 I I I I I 10.05 120 10 100 9.95 ,......., V) ,......., ::J 80 9.9 V) a. ..c ..c ......... (.!) QJ 60 9.85 ......... E I-BER [ — ] I40 9.8 T [Gbps] 20 9.75 o 9.7 o o N N ,---1 o o ,---1 ,---1 ,---1 ,---1 ,---1 °' °' CX) — o o o o o o o o ,---1 ,---1 ,---1 ,---1 ,---1 ,---1 ,---1 ,---1 X X X X X X X X \.O Ln ,---1 ,---1 r---. v \.O °' ■ ■ ■ ■ ■ ■ ■ ■ ,---1 °' ,---1 M CX),---1\.O ,---1 BER [ — ] — — — — — — — Figure 7. BER and data throughout on real optical network. It is necessary to note that for both workplaces, the temperature was kept at a constant temperature by air conditioning, so the change in polarization was caused only by ambient conditions around the optical link between both workplaces. The measurement result is very important because although the system did not possess a dynamic polarization controller, there were no dynamic (fast) polarization changes. This means that if we employed a dynamic polarization controller, it should react to gradual temperature changes. 4. Proposal of a Wide-Band Passive Optical Network (WDM-PDM-PON) Based on knowledge gained from previous measurements, a simulation model of a wide-band passive optical network based on a polarization multiplex in combination with
Appl. Sci. 2021,11, 5582 8 of 17 a well-known wavelength division multiplex was designed. The system was designed in the VPItransmissionMaker(tm) Optical Systems simulation software [26]. 4.1. Theoretical Description The POL-MUX system allows for the doubling of the transmission bandwidth, as mentioned before. However, the practical application of the POL-MUX is more effective in combination with other multiplexing systems. The polarization multiplex is transparent for other multiplexing technologies, so it can be easily used with a WDM, a TDM or other multiplexing technologies. Our model was designed as a combination of a PDM and a DWDM. This hybrid combination is called WDM-PDM-PON and allows the usage of n channels in the C or L band. Due to the polarization multiplex, it is possible to use the same wavelengths and thus double the bandwidth. The total bandwidth is given by the density of the wavelength multiplex and the number of possible DWDM channels according to the DWDM grid. The principal polarization multiplex has been known for many years. The problem is utilizing effective demultiplexing to achieve an optimal ratio between the polarization planes and the corresponding crosstalk, which is harmed by polarization mode dispersion and polarization-dependent loss. Currently, 100 Gbps and 400 Gbps systems are demultiplexed by digital signal processing. This method has great demands for the use of state-of-the-art technologies and thus has high financial complexity. A dynamic polarization controller could be an effective way to maximize the fiber bandwidth with low-cost components. The proposed WDM-PDM-PON is shown in Figure 8. n -channel multiplexed signals from wavelength multiplexers WDM-MUX1 and WDM-MUX2 are multiplexed by the polarization splitter PBS1. The multiplexed signals from both multiplexers carry different data at the same wavelengths. At the end of the optical link, using polarization demultiplexer PBS2, the two wavelength-multiplexed signals are split and fed to the corresponding demultiplexers WDM-DEMUX1 and WDM-DEMUX2. The advantage of this model is that a random number of wavelength channels could be multiplexed by one polarization multiplexer and demultiplexer; thus, only one dynamic polarization controller has to be used. On the other hand, the disadvantage of the proposed model is the necessity of utilizing polarization-maintaining (PM) fibers between all SFP transceivers and WDM multiplexers to maintain the polarization state and angle. The SFP transceivers are linearly polarized. PBS1PBS2 WDMMUX 1 WDMDEMUX 1 Optical link PDMMUX PDMDEMUX λ1λ1 λnλn WDMMUX 2 λn λ1 λn DPC WDMDEMUX 2 λ1 Figure 8. Block scheme of WDM-PDM-PON. 4.2. Design of the Dynamic Polarization Controller–DPC Due to the constantly changing angle of polarization in an optical transmission line, it is essential for the practical implementation of the POL-MUX to demultiplex signals in
Appl. Sci. 2021,11, 5582 9 of 17 a suitable way. As mentioned before, a dynamic polarization controller is able to quickly control changes in the polarization angle of the optical fiber and keep demultiplexed outputs automatically with minimal polarization crosstalk. Based on these requirements, a dynamic polarization controller was designed based on the patent in [ 3 ]. The block diagram of this controller is shown in Figure 9. DPC PBS DPC PDM signal 99 % 1 % 99 % 1 % PD1 PD2 RX1 RX2 99:1 99:1 Optical signal Electrical signal U1 U2 Comparator U1-U2 Figure 9. Block scheme of the dynamic polarization controller. The input polarization multiplexed signal goes through the DPC to the PBS. The demultiplexed signal goes through the coupler with a division ratio of 99:1, where 99 % of the signal goes to receivers RX1 and RX2 and 1 % goes to monitoring photodiodes PD1 and PD2. The optical signal is converted to an electrical signal and amplified. The electronic comparator compares the voltage levels of both photodiodes PD1 and PD2 and regulates the DPC via servo-engines that rotate polarization by wave plates. The control signal from the comparator provides feedback that maintains the polarization in an ideal setup. The described system is independent of the bit rate and the modulated formats utilized. The next advantage is that the system does not need to interrupt the distribution network, transmitters, receivers and many other components used on optical links [3]. Optical signals with orthogonal polarization TX1 and TX2 could be generated by one laser diode or by two different diodes that transmit on the same wavelength. Both signals are multiplexed by a polarization multiplex. During the transmission of the multiplexed signal in the optical fiber, the state of polarization is changed from linear to elliptical. Importantly, both signals are orthogonal to each other. Let us choose polarization planes on the input of the polarization beam splitter as xand y. Mueller’s matrix of the polarization splitters is [6]: Mx=1 2 1100 1100 0000 0000 , (3) My=1 2 1−100 −1 1 0 0 0 0 0 0 0 0 0 0 . (4) An optical signal iwith an arbitrary state of polarization (SOP) can be expressed in Stoke’s space as [6]: → Si= Si0 Si1 Si2 Si3 = Pi Picos2χicos2ϕi Picos2χisin2ϕi Pisin2χi , (5)
Appl. Sci. 2021,11, 5582 16 of 17 Author Contributions: Conceptualization, R.S., P.M., T.H.; methodology, R.S., M.L., P.M., T.H., validation, P.M., T.H.; formal analysis, R.S., M.L., P.M., T.H.; investigation, R.S., M.L., P.M., T.H., resources, P.M., T.H.; data curation, R.S., M.L., P.M., T.H.; writing—original draft preparation, R.S., M.L., P.M., T.H.; visualization, R.S., T.H.; supervision, P.M.; project administration, T.H.; funding acquisition, T.H. All authors have read and agreed to the published version of the manuscript. Funding: The research described in this paper was financed by a grant from the Ministry of the Interior of the Czech Republic, Program of Security Research, VI20192022135, for “Deep hardware detection of network traffic of next generation passive optical network in critical infrastructures”. Conflicts of Interest: The authors declare no conflict of interest. References 1. Kaminov, I. 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