SlideShare a Scribd company logo
1 of 8
Download to read offline
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Vol. 18, No. 6, December 2020, pp. 2878~2885
ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018
DOI: 10.12928/TELKOMNIKA.v18i6.16136  2878
Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA
Mitigation of non-linear four-wave mixing phenomenon in
a fully optical communication system
Petr Ivaniga1
, TomΓ‘Ε‘ Ivaniga2
1
Department of Information Networks, Faculty of Management Science and Informatics, University of Ε½ilina, Slovakia
2
Department of Electronics and Multimedia Communications, Faculty of Electrical Engineering and Informatics,
University of Technology KoΕ‘ice, Slovakia
Article Info ABSTRACT
Article history:
Received Mar 25, 2020
Revised May 23, 2020
Accepted Jun 25, 2020
This paper aims to point out the nonlinear phenomenon occurring in coarse/dense
wavelength division multiplex (C/D-WDM) systems. This phenomenon has to be
taken into account during the design of the optical network itself, as wavelengths
in the optical fiber are constantly densified. The paper points out the emergence
of the non-linear four-wave mixing (FWM) phenomenon and how it relates to the
dispersion in the optical fiber together with the transmit power. The output of the
paper is a proposed design of the system that points to the improvement of the bit
error rate (BER) with a suitable choice of dispersion and suitable transmission
power.
Keywords:
Bit error rate
DWDM
Four-wave mixing
Q-factor
This is an open access article under the CC BY-SA license.
Corresponding Author:
Petr Ivaniga,
Department of Information Networks, Faculty of Management Science and Informatics,
University of Ε½ilina,
UniverzitnΓ‘ 8215/1, 010 26 Ε½ilina, Slovakia.
Email: petr.ivaniga@fri.uniza.sk
1. INTRODUCTION
Optical system providers are forced continuously to increase the overall transmission capacity of
the system by increasing the volume of data transferred. The increase in data transmission is mainly due to
the increasing popularity of cloud and multimedia services [1-3]. It is a logical and economically manageable
step for providers to make a gradual transition to higher data rates when increasing the capacity of systems,
provided that the existing infrastructure, in which considerable money has been invested, is used as much as
possible. In optical wavelength division multiplex (WDM) multiplexing systems, a suitable option is to replace
several original lower bit rate channels with a higher bit rate channel system. Thus, several optical systems
coexist and the newly deployed system is required to be backward compatible with the original system.
2. DENSE WAVELENGTH DIVISION MULTIPLEX
The idea of the realization of the wave division multiplex WDM was described and theoretically
processed in the last century in the early sixties. At the end of the seventies, two signals with different optical
wavelengths were practically transmitted through one optical fiber (OF). From now on, intensive development has
been underway to improve WDM. In the twenty-first century, these systems are an integral part of the backbone
optical transmission networks, as they can transmit thousands of optical signals with different optical wavelengths,
TELKOMNIKA Telecommun Comput El Control 
Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga)
2879
one fiber by one. The whole system comprises n optical sources and n optical detectors, wherein an optical signal
is modulated for each wavelength used in the transmitting unit. Figure 1 ilustrates WDM system.
Transmitters are made up of optical radiation sources, with distributed feedback (DFB) lasers being
used most often because their spectral width is in units of MHz. The DFB uses a resonator that is made up of
a Bragg lattice with a periodic refractive index change, generating narrow spectral radiation whose width
does not exceed the width of a single dense wavelength division multiplex (DWDM) channel. Merging of all
wavelengths into one OF takes place in the multiplexer block. The opposite function, that is, dividing the
individual wavelengths, takes place in the demultiplexer block. There are diffraction multiplexers with Bragg
lattices or interference multiplexers arrayed waveguide grating (AWG) [4, 5]. AWGs are made of two
waveguides at the inlet and at the outlet of an ordered waveguide grid that is composed of long asymmetric
parallel waveguides. AWG technology allows us to do 50 GHz multiplexing of multiple channels, while it
can be integrated on the silicon layer and does not suffer from chromatic dispersion. However, its
disadvantage is its dependence on temperature. Multiplexers with Bragg grids achieve high accuracy and less
loss. It is also a disadvantage that they need additional components (circulators, couplers) to function, which
mainly introduces a chromatic dispersion into the system. It is also possible to add and allocate individual
wavelengths using optical add-drop multiplexer (OADM) or reconfigurable optical add-drop multiplexer
(ROADM), depending on customer requirements.
When the optical path is transmitted, the optical signal is attenuated and for this reason, it is
necessary to refresh the signal in individual sections. An optical amplifier can be inserted into the optical path
in three ways: as a booster, which is placed directly behind the optical transmitter and serves to amplify
the signal to the highest possible level that can be tied to the OF [6-8]. It can also be placed as an IN-Line,
which is inserted continuously into the optical path (80-120 km) or as a preamplifier, which is placed in front
of the receiver and amplifies the signal to a value acceptable to the receiver unit (bit error rate (BER)
acceptable). In practice, optical amplifiers such as erbium-doped fiber amplifier (EDFA), semiconductor
optical amplifier (SOA) and Raman optical amplifier (ROA) are used.
Upstream of the demultiplexer, the signal is converted from the optical domain to the electrical
domain using a PIN (P-I-N photodiode) or avalanche photodiode (APD) photodiode. Although
the photodetector converts only the intensity of the optical radiation into an electrical signal, in the case of
more advanced modulation formats, the receiver is equipped with additional elements such as a
Mach-Zhender interferometer or a 90Β° hybrid optical coupler. Currently, coarse wavelength division
multiplex (CWDM) and dense wavelength division multiplex (DWDM) standards are used. When choosing
which standard to use in practice, we decide on the end price, the number of users, the bit rate, and how the
network will grow.
Figure 1. Design of DWDM system [4]
The primary parameter of WDM systems is their total transmission capacity, also identified as
CWDM, which we calculate as follows:
𝐢 π‘Šπ·π‘€ = βˆ‘ 𝑣 π‘π‘˜
𝑛
π‘˜=1 , (1)
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885
2880
where vpk is the transmission rate of the k-th channel and n is the total number of channels of the WDM
system. Each channel is assigned a certain spectrum width, regardless of whether the channel uses it or not. If
the channel spacing is unnecessarily large, the system achieves worse overall spectral efficiencies, which can
be defined by the following relation:
πœ‚ π‘Šπ·π‘€ =
𝐢 π‘Šπ·π‘€
𝐡 π‘Šπ·π‘€
(2)
where BWDM is the total bandwidth taken by the WDM system [8]. Nowadays, WDM technology can be used
directly in switches using small form-factor pluggable (SFP) or compact small form-factor pluggable (CSFP)
slot in the form of MiniGBIC modules.
3. FOUR WAVE MIXING
Four-wave mixing is a process that has a physical nature in non-linear polarization. A minimum
3-channel demultiplexer with frequencies i, j and k is required to create this phenomenon [9].
The condition is that the three frequency components are evenly distributed. Of all the signals that arise in
this mixing process, the ijk signal is the most disturbing signal is the signal of ijk
πœ”π‘–π‘—π‘˜ = πœ”π‘– + πœ”π‘— βˆ’ πœ” π‘˜,pre 𝑖 β‰  π‘˜ β‹€ 𝑗 β‰  π‘˜. (3)
Depending on the particular frequencies, this signal (frequency) may be close to one of the original
frequencies and thus cause intense inter-channel interference [10-12]. In multi-channel WDM systems with
N-channels, the individual channels mix, resulting in a large number of interfering frequency components N
x (N – 1)2
. Figure 2 illustrates an example of mixing three initiation signals. According to the conversion,
1 to 12 undesirable frequency components may be created. FWM, unlike self phase modulation (SPM) and
cross phase modulation (XPM), is a process independent on transmission speed in the channel but is strongly
dependent on channel spacing periodicity and chromatic dispersion.
Figure 2. Principle of FWM
For dispersion shifted fiber (DSF) fibers, the phenomenon of four-wave mixing in WDM systems is a
severe issue. On the contrary, it does not act as a severe obstacle to the standard FWM OF. This motivated the
development of a non-zero dispersed shifted non-zero-dispersion shifted fiber (NZ-DSF) fiber. The effect of
four-wave mixing depends on the relationship between the phases of the interacting signals. Assuming there
was no chromatic dispersion phenomenon, all signals would be spread at the same group rated speed. In this
case, the FWM itself would be amplified [13, 14]. In real WDM systems, however, the chromatic dispersion
applies and therefore the individual signal components have different group rate speeds. The phases of these
frequency components alternate (overlap) and mix. The speed difference is more significant in systems where
channel spacing is more significant (in systems with chromatic dispersion). The following relationship
expresses the optical power loss caused by the FWM; in other words, the power of newly formed frequency
component Pijk:
π‘ƒπ‘–π‘—π‘˜ = (
πœ” π‘–π‘—π‘˜ 𝑛̅𝑑 π‘–π‘—π‘˜
3𝑐𝐴 𝑒
)
2
𝑃𝑖 𝑃𝑗 π‘ƒπ‘˜ 𝐿2
, (4)
where L is the length of the line without increasing losses and chromatic dispersion. Pi, Pj, Pk correspond
to the power of the waves (frequency components) entering from the FWM process itself, n which is
TELKOMNIKA Telecommun Comput El Control 
Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga)
2881
the non-linear component of the refractive index (3 x 10-8
m2
/W) and dijk is the so-called degradation factor
[15-18]. Since losses and chromatic dispersion cannot be avoided in real systems, the length of line L is
replaced by the effective length Le and with amplifiers distributed every n km
𝐿 𝑒 =
1βˆ’π‘’βˆ’π›ΌπΏ
𝛼
(5)
The chromatic dispersion compensates for the effect of four-wave mixing. The actual Pijk value can be
modeled using the nijk mixing efficiency coefficient
π‘ƒπ‘–π‘—π‘˜ = πœ‚π‘–π‘—π‘˜ (
πœ” π‘–π‘—π‘˜ 𝑛̅𝑑 π‘–π‘—π‘˜
3𝑐𝐴 𝑒
)
2
𝑃𝑖 𝑃𝑗 π‘ƒπ‘˜ 𝐿 𝑒
2
, (6)
π‘›π‘–π‘—π‘˜ =
𝛼2
𝛼2+(Δ𝛽)2 [1 +
4π‘’βˆ’π›Όπ‘™ 𝑠𝑖𝑛2(Δ𝛽𝑙/2)
(1βˆ’π‘’βˆ’π›Όπ‘™)
2 ], (7)
where  is the difference between the transmitting constants of the signals i, j, k a ijk:
Δ𝛽 = 𝛽𝑖 + 𝛽𝑗 βˆ’ π›½π‘˜ βˆ’ π›½π‘–π‘—π‘˜. (8)
In an optical network designed according to the DWDM standard, for which the channels are
100 GHz (0.8 nm) apart, there is a maximum of 1 dB of power loss per channel due to FWM. That is, if
the power attributed to all channels has a P-value, then the power loss for each channel must be less than P.
The FWM effect increases as the length of the transmission line increases and this limits the performance of
the individual channels [19]. The dependence of the maximum transmitted power per channel (mW) versus
distance (km) for standard SMF fiber and DSF fiber is shown in Figure 3 [20]. For the single SMF fiber,
the dispersion reference value is 17 ps/nm/km. In the case of dispersed displaced DSF, the chromatic
dispersion is zero.
Figure 3. Dependence of maximum transmitted power per channel depending on the distance
A comparison of SMF and DSF shows that DSF comes with significantly worse peak power than
the SMF fiber. This is due to the higher efficiency of DSF fiber mixing due to the low chromatic dispersion
value [21-23]. The power balance per channel deteriorates as the number of channels increases. There are
several ways to eliminate the adverse effect of FWM:
βˆ’ Uneven channel placing. This solution is possible mainly in WDM systems with a small number of channels.
βˆ’ Increase the frequency separation between channels, resulting in a more significant group speed
difference. This solution has the disadvantage of amplifying a disproportionately large portion of
the frequency spectrum and also amplifying the effect of the SRS.
βˆ’ Utilization of larger wavelengths beyond 1560 nm using DSF [24, 25]. Despite the use of DSF,
a significant amount of chromatic dispersion is employed in such a WDM system, and this reduces the
FWM effect.
βˆ’ Generally, in this type of non-linearity, FWM suppression is achieved by reducing the transmitted input
power and reducing the distance between the amplifiers.
If from an application point of view, the channels can be multiplexed or re-multiplexed at
approximately half the transmission path, or demultiplexing, in this case, it is possible to introduce different
delays for each channel. This step ensures some randomness between the phases of the information channels.
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885
2882
4. DWDM IMPLEMENTATION FOR FWM EXAMINATION
DWDM technology is used for the FWM demonstration, its schematic model bases from Figure 1.
DWDM proposed system with different input values has been published in [26]. For a simulation is designed
model of an 8-channel DWDM system where input blocks of pseudo-random data are modulated by external
NRZ modulation with transmission speed 10 Gbit/s. The channel spacing between the channels is 100 GHz
and ranges from 192.8 THz to 193.5 THz. The data is multiplexed after modulation and the amplification
occurs before entering the OF through an EDFA amplifier. This is followed by 100 km of OF with an optical
grid to compensate for chromatic dispersion and an optical amplifier. After demultiplexing of the optical
signal, the signal is filtered according to the required channel by a PIN photodiode and the evaluation takes
place in the spectral and electrical analyzer from which we detect the signal spectrum, eye diagram, BER and
Q-factor. Two simulations are performed. In the first simulation, the dispersion in OF is changed and in the
second one, the optical signal with the dispersion is changed.
4.1. Changing dispersion in OF to alleviate FWM
The whole system will be evaluated based on BER and related Q-factor. Mathematical derivation of
BER and Q-factor has been published in [15, 22]. We varied the dispersion from 0 to 1 ps/nm/km with
an increment of 0.2 and from 1 to 9 ps/nm/km with an increment of 2. The resulting values are shown in
Table 1. In Figure 4, Figure 5 and Figure 6 are the resulting spectra with an eye diagram for dispersion values
of 0, 1 and 9 ps/nm/km.
From Table 1, we can conclude that the non-linear FWM phenomenon decreases with increasing
dispersion in OF, but at the same time, the signal is scattered at high dispersion in OF. For this reason, it is
necessary to choose the correct dispersion value at the design of the optical system itself in order to avoid
the generation of a side signal and thus not to decrease the BER at the output. In our system, the dispersion
value is only acceptable up to 5 ps/nm/km to maintain BER (1.92Β·10βˆ’14
).
Figure 4. Output spectrum and eye diagram for D = 0 ps/nm/km
Figure 5. Output spectrum and eye diagram for D = 1 ps/nm/km
TELKOMNIKA Telecommun Comput El Control 
Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga)
2883
Figure 6. Output spectrum and eye diagram for D = 9 ps/nm/km
Table 1. The resulting BER values with changed dispersion in the OF
Dispersion [ps/nm/km] BER [-] Q[-] Q[dB]
0 1.87Β·10βˆ’04
3.574 11.065
0.2 3.53Β·10βˆ’11
6.675 16.489
0.4 6.25Β·10βˆ’40
13.826 22.814
0.6 2.67Β·10βˆ’38
13.036 22.303
0.8 1.00Β·10βˆ’40
15.702 23.919
1 5.22Β·10βˆ’36
12.569 21.986
3 6.87Β·10βˆ’13
7.229 17.182
5 1.92Β·10βˆ’14
7.673 17.699
7 1.87Β·10βˆ’08
5.641 15.027
9 2.99Β·10βˆ’04
3.308 10.392
4.2. Changing the input signal to mitigate the FWM
In this simulation, we point out the relation of the input signal to the FWM (the need for a suitable
transmit power at the input). In this system, D = 5 ps/nm/km from the previous simulation was set. The laser
power is varied from -5 to 9 dBm with an increment of 2 (The resulting BER and Q-factor for a particular
power are shown in Table 2). When the transmit power is set from -6 dBm to -9 dBm, the BER increases
from 2.91Β·10βˆ’12
to 4.99Β·10βˆ’7
. For this reason, it makes no sense to use a low input power value because using
optical amplifiers would distort the signal. In Figure 7, Figure 8 and Figure 9, we can see the resulting
spectrums with an eye diagram for a particular optical power.
Figure 7. Output spectrum and eye diagram for Tx = -5 dBm
As can be seen from Table 2, BER can be influenced by a suitable choice of Tx at the input. We can
conclude that the higher the signal level is above the noise, the better the BER. From the simulation, we can
further say that the lower value of the input signal causes less influence of FWM. The lowest power
Tx = -5 dBm produces the lowest FWM value as shown in Figure 7. Of the individual simulations, the best
signal value is when Tx is in the range of -5 to 3 dBm, which corresponds to BER values (<-10-12
).
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885
2884
Figure 8. Output spectrum and eye diagram for Tx = 3 dBm
Figure 9. Output spectrum and eye diagram for Tx = 9 dBm
Table 2. The resulting BER values when the Tx is changed in the transmitting portion
Tx [dBm] BER [-] Q[-] Q[dB]
-5 3.87Β·10βˆ’12
7.009 16.914
-3 5.06Β·10βˆ’11
7.075 16.989
-1 2.90Β·10βˆ’15
7.820 17.865
1 2.04Β·10βˆ’12
7.047 16.960
3 3.40Β·10βˆ’11
6.627 16.426
5 6.50Β·10βˆ’08
5.386 14.626
7 2.29Β·10βˆ’05
3.697 11.358
9 7.02Β·10βˆ’03
2.613 8.343
5. CONCLUSION
The paper aimed to describe the non-linear phenomenon of FWM since it is nowadays necessary to
consider it in the design itself. The paper described the basic mathematical principle of the phenomenon in
the DWDM system and its possible elimination at the output. In experimental simulations, we pointed out its
origin and how it relates to dispersion in optical fiber. We also pointed out that a suitable choice of dispersion
can minimize FWM. In the next simulation, with the appropriate dispersion choice D = 5 ps/nm/km, we
changed the transmit power at the input. From Table 1 and Table 2, we can create an optical system with
acceptable values at the output, unless the bit error rate rises above the value 10-9
when it is no longer
possible to distinguish the individual optical pulses of the output.
REFERENCES
[1] F. Khair, I. W. Mustika, Fahmi, D. Zulherman and F. Hario, "Comparative Analysis of Dispersion Compensating
Fiber in DWDM System Using 10 Gbps and 40 Gbps Bit Rate," 10th International Conference on Information
Technology and Electrical Engineering (ICITEE), Kuta, pp. 412-417, 2018.
TELKOMNIKA Telecommun Comput El Control 
Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga)
2885
[2] V. Kachhatiya and S. Prince, "Wavelength division multiplexing-dense wavelength division multiplexed passive
optical network (WDM-DWDM-PON) for long reach terrain connectivity," 2016 International Conference on
Communication and Signal Processing (ICCSP), Melmaruvathur, pp. 0104-0108, 2016.
[3] R. Z. Ibragimov and V. G. Fokin, "Design of Long-Haul Coherent DWDM Optical Systems," 2018 XIV
International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE),
pp. 1-3, 2018.
[4] T. Ivaniga and P. Ivaniga, "Suppression of nonlinear XPM phenomenon by selection of appropriate transmit power
levels in the DWDM systΓ©m, "International Journal of Optics, vol. 2019, pp. 1-8, 2019.
[5] N. Thakral and L. Kumar, "Performance evaluation of different hybrid optical amplifiers for DWDM system," 2016
IEEE Annual India Conference (INDICON), Bangalore, pp. 1-4, 2016.
[6] S. Sujith and K. G. Gopchandran, "A simulation study on DCF compensated SMF using OptSim," International
Congress on Ultra Modern Telecommunications and Control Systems, Moscow, pp. 851-854, 2010.
[7] H. Nain, U. Jadon and V. Mishra, "Evaluation and analysis of non-linear effect in WDM optical network," 2016
IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology
(RTEICT), Bangalore, pp. 36-39, 2016.
[8] T. Ivaniga and P. Ivaniga, "The In-Line placement of EDFA in CWDM/DWDM system for BER comparison at
1540 nm, "Journal of Engineering Science and Technology Review, vol. 12, no. 5, 1-7, 2019.
[9] J. N. Dike and D. A. Ogbe, "Optimizing the efficiency of Fiber-Optics Technology in Telecommunications
systems," 2013 IEEE International Conference on Emerging & Sustainable Technologies for Power & ICT in a
Developing Society (NIGERCON), Owerri, pp. 135-142, 2013.
[10] S. Thirumaran, S. K. Nithila Devi, P. Deepika and A. Vasanthi, "Optical phase conjugation in long haul optical
transmission," 2012 International Conference on Devices, Circuits and Systems (ICDCS), Coimbatore, pp. 34-37, 2012.
[11] T. HuszanΓ­k, J. TurΓ‘n and E. OvsenΓ­k, "Comparative analysis of optical IQ modulation in four-channel DWDM
system in the presence of fiber nonlinearities," 2018 19th International Carpathian Control Conference (ICCC),
Szilvasvarad, pp. 468-473, 2018.
[12] S. Sharma and S. Mohan, "Countering the gain behavior of Erbium Doped Fiber Amplifiers: A cross layer
approach," 2013 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS),
Kattankulathur, pp. 1-6, 2013.
[13] N. Choudhary and S. Pawar, "Time domain OCDMA PON architecture for 2048 optical network units," 2015 IEEE
Bombay Section Symposium (IBSS), Mumbai, pp. 1-6, 2015.
[14] S. Fatimah Tuanku Abdullah and S. A. Jabar, "FWM effect in FTTH over DWDM for 320 Gbps link distance
80 km," 2012 International Conference on Computer and Communication Engineering (ICCCE), Kuala Lumpur,
pp. 633-637, 2012.
[15] P. Ivaniga and T. Ivaniga, "10 Gbps optical line using EDFA for long distance lines, "Przeglad Elektrotechniczny,
vol. 93, no. 3, 193-196, 2017.
[16] W. W. M. M. Han, Y. Win, N. W. Zaw and M. M. Htwe, "Minimization of Four Wave Mixing Effect in Long-Haul
DWDM Optical Fiber Communication System," 2019 International Conference on Advanced Information
Technologies (ICAIT), Yangon, Myanmar, pp. 19-24, 2019.
[17] V. Vardanyan, "Single-fiber optical transmission system with DWDM channels effect of four-wave mixing
products," 2016 13th International Scientific-Technical Conference on Actual Problems of Electronics Instrument
Engineering (APEIE), Novosibirsk, pp. 23-25, 2016.
[18] R. Bhatia, A. K. Sharma and J. Saxena, "Optimized alternate polarization and Four Wave Mixing in 60-Gb/s
DWDM transmission system," 2014 Recent Advances in Engineering and Computational Sciences (RAECS),
Chandigarh, pp. 1-4, 2014.
[19] T. Sabapathi, S. Sundaravadivelu and A. Vairamuthu, "Analysis of optical modulation formats for DWDM
system," 2011 Third International Conference on Advanced Computing, Chennai, pp. 68-73, 2011.
[20] B. Pamukti and D. Perdana, "Non-linear effects of high rate soliton transmission on DWDM optical fiber
communication system," 2016 1st International Conference on Information Technology, Information Systems and
Electrical Engineering (ICITISEE), Yogyakarta, pp. 26-30, 2016.
[21] S. P. Majumder and S. M. R. Ali, "Crosstalk analysis of a DWDM system with FBG-based optical
multi/De-multiplexer," 2014 International Conference on Electrical Engineering and Information &
Communication Technology, Dhaka, pp. 1-5, 2014.
[22] P. Ivaniga and T. Ivaniga, "The design of EDFA with forward pumpimgat the distance line in DWDM, "Journal of
Engineering Science and Technology, vol. 14, no. 2, 531-540, 2019.
[23] Δ½. MikuΕ‘, β€œEvaluations of the error rate in backbone networks,” Elektrorevue, vol. 12, no. 2, pp. 1–10, 2010.
[24] D. ZrakovΓ‘, M. Kubina, and G. Koman, β€œInfluence of information-communication system to reputation
management of a company,” Procedia Engineering, vol. 192, pp. 1000–1005, 2017.
[25] J. Smiesko, " IP Network Management of Source for IP Traffics," Scientific Papers of the University of Pardubice.
Series D, Faculty of Economics & Administration, vol. 21, no. 32, 109-117, 2014.
[26] T. Ivaniga, L. Ovsenik and J. Turan, ”Influence of Self-Phase Modulation on 8 and 16-Channel DWDM System with
NRZ and Miller Coding,” Carpathian Journal of Electronic and Computer Engineering, vol. 8, no. 1. pp. 17-22, 2015.

More Related Content

What's hot

DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...
DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...
DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...ijwmn
Β 
Space Division Multiplexing
Space Division MultiplexingSpace Division Multiplexing
Space Division MultiplexingMahmudul Soukhin
Β 
Paper id 252014129
Paper id 252014129Paper id 252014129
Paper id 252014129IJRAT
Β 
Introduction to WDM and TDM
 Introduction to WDM and TDM Introduction to WDM and TDM
Introduction to WDM and TDMMurtadha ali shukur
Β 
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...CrimsonPublishersRDMS
Β 
Analog and digital modulation formats of optical fiber communication within a...
Analog and digital modulation formats of optical fiber communication within a...Analog and digital modulation formats of optical fiber communication within a...
Analog and digital modulation formats of optical fiber communication within a...IAEME Publication
Β 
Wavelength selection based on wavelength availability
Wavelength selection based on wavelength availabilityWavelength selection based on wavelength availability
Wavelength selection based on wavelength availabilityHrudya Balachandran
Β 
Mimoofdm based system
Mimoofdm based systemMimoofdm based system
Mimoofdm based systemRajat Dak
Β 
Report :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewReport :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewPrav_Kalyan
Β 
Optical tech
Optical techOptical tech
Optical techcoolateeq
Β 
C041021924
C041021924C041021924
C041021924IOSR-JEN
Β 
What does WDM (Wavelength Division Multiplexing )stand for?
What does WDM (Wavelength Division Multiplexing )stand for?What does WDM (Wavelength Division Multiplexing )stand for?
What does WDM (Wavelength Division Multiplexing )stand for?HYC Co., Ltd
Β 
optical space division multiplexing
optical space division multiplexingoptical space division multiplexing
optical space division multiplexingmohammedalimahdi
Β 
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION  SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION Soumen Santra
Β 
H05114457
H05114457H05114457
H05114457IOSR-JEN
Β 
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...Sukhvinder Singh Malik
Β 
MIMO Features In WiMAX and LTE
MIMO Features In WiMAX and LTEMIMO Features In WiMAX and LTE
MIMO Features In WiMAX and LTEPrav_Kalyan
Β 
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...ijcisjournal
Β 

What's hot (20)

DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...
DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...
DISCRETE COSINETRANSFORM-II FOR REDUCTION IN PEAK TO AVERAGE POWER RATIO OF O...
Β 
Wdm
WdmWdm
Wdm
Β 
Space Division Multiplexing
Space Division MultiplexingSpace Division Multiplexing
Space Division Multiplexing
Β 
Paper id 252014129
Paper id 252014129Paper id 252014129
Paper id 252014129
Β 
Introduction to WDM and TDM
 Introduction to WDM and TDM Introduction to WDM and TDM
Introduction to WDM and TDM
Β 
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...
Hybrid PAPR Reduction Scheme for Universal Filter Multi-Carrier Modulation in...
Β 
Analog and digital modulation formats of optical fiber communication within a...
Analog and digital modulation formats of optical fiber communication within a...Analog and digital modulation formats of optical fiber communication within a...
Analog and digital modulation formats of optical fiber communication within a...
Β 
UFMC
UFMCUFMC
UFMC
Β 
Wavelength selection based on wavelength availability
Wavelength selection based on wavelength availabilityWavelength selection based on wavelength availability
Wavelength selection based on wavelength availability
Β 
Mimoofdm based system
Mimoofdm based systemMimoofdm based system
Mimoofdm based system
Β 
Report :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewReport :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An Overview
Β 
Optical tech
Optical techOptical tech
Optical tech
Β 
C041021924
C041021924C041021924
C041021924
Β 
What does WDM (Wavelength Division Multiplexing )stand for?
What does WDM (Wavelength Division Multiplexing )stand for?What does WDM (Wavelength Division Multiplexing )stand for?
What does WDM (Wavelength Division Multiplexing )stand for?
Β 
optical space division multiplexing
optical space division multiplexingoptical space division multiplexing
optical space division multiplexing
Β 
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION  SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION
SPACE DIVISION MULTIPLE ACCESS (SDMA) SATELLITE COMMUNICATION
Β 
H05114457
H05114457H05114457
H05114457
Β 
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
Β 
MIMO Features In WiMAX and LTE
MIMO Features In WiMAX and LTEMIMO Features In WiMAX and LTE
MIMO Features In WiMAX and LTE
Β 
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...
Performance Analsis of Clipping Technique for Papr Reduction of MB-OFDM UWB S...
Β 

Similar to Mitigation of non-linear four-wave mixing phenomenon in a fully optical communication system

The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...
The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...
The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...inventionjournals
Β 
RZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumRZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumRamesh Patriotic
Β 
RZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumRZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumIISRT
Β 
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...IISRTJournals
Β 
dwdm_pocket_guide.pdf
dwdm_pocket_guide.pdfdwdm_pocket_guide.pdf
dwdm_pocket_guide.pdfVGabriel3
Β 
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...IJECEIAES
Β 
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...About Quality of Optical Channels in Wavelength Division Multiplexing Systems...
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...TELKOMNIKA JOURNAL
Β 
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...CSCJournals
Β 
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSK
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSKSimulation Study and Performance Comparison of OFDM System with QPSK and BPSK
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSKpaperpublications3
Β 
Empirical analysis of polarization division multiplexing-dense wavelength di...
Empirical analysis of polarization division multiplexing-dense  wavelength di...Empirical analysis of polarization division multiplexing-dense  wavelength di...
Empirical analysis of polarization division multiplexing-dense wavelength di...IJECEIAES
Β 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingIOSR Journals
Β 
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE60188th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018UVCE
Β 
Dense wavelength division multiplexing....
Dense wavelength division multiplexing....Dense wavelength division multiplexing....
Dense wavelength division multiplexing....Arif Ahmed
Β 
techInvestigations with mode division multiplexed transmission
techInvestigations with mode division multiplexed transmissiontechInvestigations with mode division multiplexed transmission
techInvestigations with mode division multiplexed transmissionelelijjournal
Β 
High-speed multi-channel long-haul coherent optical transmission system
High-speed multi-channel long-haul coherent optical transmission systemHigh-speed multi-channel long-haul coherent optical transmission system
High-speed multi-channel long-haul coherent optical transmission systemTELKOMNIKA JOURNAL
Β 
The Evolution Of Optical Networks
The Evolution Of Optical NetworksThe Evolution Of Optical Networks
The Evolution Of Optical NetworksMichelle Davis
Β 
Design and Performance Study of MMDWDM Systems
Design and Performance Study of MMDWDM SystemsDesign and Performance Study of MMDWDM Systems
Design and Performance Study of MMDWDM Systemselelijjournal
Β 
Performance evaluation of VLC system using new modulation approach
Performance evaluation of VLC system using new modulation approachPerformance evaluation of VLC system using new modulation approach
Performance evaluation of VLC system using new modulation approachjournalBEEI
Β 

Similar to Mitigation of non-linear four-wave mixing phenomenon in a fully optical communication system (20)

The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...
The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...
The Effect of PMD (Polarization Mode Dispersion) the Fibers of New and Old In...
Β 
20120140503003
2012014050300320120140503003
20120140503003
Β 
RZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumRZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrum
Β 
RZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrumRZ based dispersion compensation technique in dwdm system for broadband spectrum
RZ based dispersion compensation technique in dwdm system for broadband spectrum
Β 
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...
Iisrt 1-rz based dispersion compensation technique in dwdm system for broadba...
Β 
dwdm_pocket_guide.pdf
dwdm_pocket_guide.pdfdwdm_pocket_guide.pdf
dwdm_pocket_guide.pdf
Β 
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...
Reduction of Four-Wave Mixing in DWDM System using Electro-Optic Phase Modula...
Β 
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...About Quality of Optical Channels in Wavelength Division Multiplexing Systems...
About Quality of Optical Channels in Wavelength Division Multiplexing Systems...
Β 
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...
Integrated DWDM and MIMO-OFDM System for 4G High Capacity Mobile Communicatio...
Β 
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSK
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSKSimulation Study and Performance Comparison of OFDM System with QPSK and BPSK
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSK
Β 
Empirical analysis of polarization division multiplexing-dense wavelength di...
Empirical analysis of polarization division multiplexing-dense  wavelength di...Empirical analysis of polarization division multiplexing-dense  wavelength di...
Empirical analysis of polarization division multiplexing-dense wavelength di...
Β 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath Fading
Β 
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE60188th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018
8th Sem Subject Ofc 8th chapter notes by Lohith kumar 11GUEE6018
Β 
Dense wavelength division multiplexing....
Dense wavelength division multiplexing....Dense wavelength division multiplexing....
Dense wavelength division multiplexing....
Β 
techInvestigations with mode division multiplexed transmission
techInvestigations with mode division multiplexed transmissiontechInvestigations with mode division multiplexed transmission
techInvestigations with mode division multiplexed transmission
Β 
High-speed multi-channel long-haul coherent optical transmission system
High-speed multi-channel long-haul coherent optical transmission systemHigh-speed multi-channel long-haul coherent optical transmission system
High-speed multi-channel long-haul coherent optical transmission system
Β 
The Evolution Of Optical Networks
The Evolution Of Optical NetworksThe Evolution Of Optical Networks
The Evolution Of Optical Networks
Β 
Design and Performance Study of MMDWDM Systems
Design and Performance Study of MMDWDM SystemsDesign and Performance Study of MMDWDM Systems
Design and Performance Study of MMDWDM Systems
Β 
Performance evaluation of VLC system using new modulation approach
Performance evaluation of VLC system using new modulation approachPerformance evaluation of VLC system using new modulation approach
Performance evaluation of VLC system using new modulation approach
Β 
Wdm
WdmWdm
Wdm
Β 

More from TELKOMNIKA JOURNAL

Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...TELKOMNIKA JOURNAL
Β 
Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...TELKOMNIKA JOURNAL
Β 
Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...TELKOMNIKA JOURNAL
Β 
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...TELKOMNIKA JOURNAL
Β 
Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...TELKOMNIKA JOURNAL
Β 
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antennaEfficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antennaTELKOMNIKA JOURNAL
Β 
Design and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fireDesign and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fireTELKOMNIKA JOURNAL
Β 
Wavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio networkWavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio networkTELKOMNIKA JOURNAL
Β 
A novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bandsA novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bandsTELKOMNIKA JOURNAL
Β 
Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...TELKOMNIKA JOURNAL
Β 
Brief note on match and miss-match uncertainties
Brief note on match and miss-match uncertaintiesBrief note on match and miss-match uncertainties
Brief note on match and miss-match uncertaintiesTELKOMNIKA JOURNAL
Β 
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...TELKOMNIKA JOURNAL
Β 
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G systemEvaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G systemTELKOMNIKA JOURNAL
Β 
Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...TELKOMNIKA JOURNAL
Β 
Reagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensorReagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensorTELKOMNIKA JOURNAL
Β 
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...TELKOMNIKA JOURNAL
Β 
A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...TELKOMNIKA JOURNAL
Β 
Electroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networksElectroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networksTELKOMNIKA JOURNAL
Β 
Adaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imagingAdaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imagingTELKOMNIKA JOURNAL
Β 
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...TELKOMNIKA JOURNAL
Β 

More from TELKOMNIKA JOURNAL (20)

Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...
Β 
Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...
Β 
Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...
Β 
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Β 
Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...
Β 
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antennaEfficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Β 
Design and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fireDesign and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fire
Β 
Wavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio networkWavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio network
Β 
A novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bandsA novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bands
Β 
Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...
Β 
Brief note on match and miss-match uncertainties
Brief note on match and miss-match uncertaintiesBrief note on match and miss-match uncertainties
Brief note on match and miss-match uncertainties
Β 
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...
Implementation of FinFET technology based low power 4Γ—4 Wallace tree multipli...
Β 
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G systemEvaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
Β 
Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...
Β 
Reagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensorReagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensor
Β 
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Β 
A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...
Β 
Electroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networksElectroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networks
Β 
Adaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imagingAdaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imaging
Β 
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Β 

Recently uploaded

Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
Β 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
Β 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
Β 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfme23b1001
Β 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
Β 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
Β 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
Β 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
Β 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2RajaP95
Β 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
Β 
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube ExchangerAnamika Sarkar
Β 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
Β 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
Β 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
Β 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
Β 

Recently uploaded (20)

Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Β 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
Β 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
Β 
young call girls in Green ParkπŸ” 9953056974 πŸ” escort Service
young call girls in Green ParkπŸ” 9953056974 πŸ” escort Serviceyoung call girls in Green ParkπŸ” 9953056974 πŸ” escort Service
young call girls in Green ParkπŸ” 9953056974 πŸ” escort Service
Β 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
Β 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdf
Β 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
Β 
POWER SYSTEMS-1 Complete notes examples
POWER SYSTEMS-1 Complete notes  examplesPOWER SYSTEMS-1 Complete notes  examples
POWER SYSTEMS-1 Complete notes examples
Β 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
Β 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
Β 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Β 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
Β 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
Β 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Β 
β˜… CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
β˜… CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCRβ˜… CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
β˜… CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
Β 
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned ο»ΏTube Exchanger
Β 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
Β 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
Β 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
Β 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
Β 

Mitigation of non-linear four-wave mixing phenomenon in a fully optical communication system

  • 1. TELKOMNIKA Telecommunication, Computing, Electronics and Control Vol. 18, No. 6, December 2020, pp. 2878~2885 ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018 DOI: 10.12928/TELKOMNIKA.v18i6.16136  2878 Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA Mitigation of non-linear four-wave mixing phenomenon in a fully optical communication system Petr Ivaniga1 , TomΓ‘Ε‘ Ivaniga2 1 Department of Information Networks, Faculty of Management Science and Informatics, University of Ε½ilina, Slovakia 2 Department of Electronics and Multimedia Communications, Faculty of Electrical Engineering and Informatics, University of Technology KoΕ‘ice, Slovakia Article Info ABSTRACT Article history: Received Mar 25, 2020 Revised May 23, 2020 Accepted Jun 25, 2020 This paper aims to point out the nonlinear phenomenon occurring in coarse/dense wavelength division multiplex (C/D-WDM) systems. This phenomenon has to be taken into account during the design of the optical network itself, as wavelengths in the optical fiber are constantly densified. The paper points out the emergence of the non-linear four-wave mixing (FWM) phenomenon and how it relates to the dispersion in the optical fiber together with the transmit power. The output of the paper is a proposed design of the system that points to the improvement of the bit error rate (BER) with a suitable choice of dispersion and suitable transmission power. Keywords: Bit error rate DWDM Four-wave mixing Q-factor This is an open access article under the CC BY-SA license. Corresponding Author: Petr Ivaniga, Department of Information Networks, Faculty of Management Science and Informatics, University of Ε½ilina, UniverzitnΓ‘ 8215/1, 010 26 Ε½ilina, Slovakia. Email: petr.ivaniga@fri.uniza.sk 1. INTRODUCTION Optical system providers are forced continuously to increase the overall transmission capacity of the system by increasing the volume of data transferred. The increase in data transmission is mainly due to the increasing popularity of cloud and multimedia services [1-3]. It is a logical and economically manageable step for providers to make a gradual transition to higher data rates when increasing the capacity of systems, provided that the existing infrastructure, in which considerable money has been invested, is used as much as possible. In optical wavelength division multiplex (WDM) multiplexing systems, a suitable option is to replace several original lower bit rate channels with a higher bit rate channel system. Thus, several optical systems coexist and the newly deployed system is required to be backward compatible with the original system. 2. DENSE WAVELENGTH DIVISION MULTIPLEX The idea of the realization of the wave division multiplex WDM was described and theoretically processed in the last century in the early sixties. At the end of the seventies, two signals with different optical wavelengths were practically transmitted through one optical fiber (OF). From now on, intensive development has been underway to improve WDM. In the twenty-first century, these systems are an integral part of the backbone optical transmission networks, as they can transmit thousands of optical signals with different optical wavelengths,
  • 2. TELKOMNIKA Telecommun Comput El Control  Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga) 2879 one fiber by one. The whole system comprises n optical sources and n optical detectors, wherein an optical signal is modulated for each wavelength used in the transmitting unit. Figure 1 ilustrates WDM system. Transmitters are made up of optical radiation sources, with distributed feedback (DFB) lasers being used most often because their spectral width is in units of MHz. The DFB uses a resonator that is made up of a Bragg lattice with a periodic refractive index change, generating narrow spectral radiation whose width does not exceed the width of a single dense wavelength division multiplex (DWDM) channel. Merging of all wavelengths into one OF takes place in the multiplexer block. The opposite function, that is, dividing the individual wavelengths, takes place in the demultiplexer block. There are diffraction multiplexers with Bragg lattices or interference multiplexers arrayed waveguide grating (AWG) [4, 5]. AWGs are made of two waveguides at the inlet and at the outlet of an ordered waveguide grid that is composed of long asymmetric parallel waveguides. AWG technology allows us to do 50 GHz multiplexing of multiple channels, while it can be integrated on the silicon layer and does not suffer from chromatic dispersion. However, its disadvantage is its dependence on temperature. Multiplexers with Bragg grids achieve high accuracy and less loss. It is also a disadvantage that they need additional components (circulators, couplers) to function, which mainly introduces a chromatic dispersion into the system. It is also possible to add and allocate individual wavelengths using optical add-drop multiplexer (OADM) or reconfigurable optical add-drop multiplexer (ROADM), depending on customer requirements. When the optical path is transmitted, the optical signal is attenuated and for this reason, it is necessary to refresh the signal in individual sections. An optical amplifier can be inserted into the optical path in three ways: as a booster, which is placed directly behind the optical transmitter and serves to amplify the signal to the highest possible level that can be tied to the OF [6-8]. It can also be placed as an IN-Line, which is inserted continuously into the optical path (80-120 km) or as a preamplifier, which is placed in front of the receiver and amplifies the signal to a value acceptable to the receiver unit (bit error rate (BER) acceptable). In practice, optical amplifiers such as erbium-doped fiber amplifier (EDFA), semiconductor optical amplifier (SOA) and Raman optical amplifier (ROA) are used. Upstream of the demultiplexer, the signal is converted from the optical domain to the electrical domain using a PIN (P-I-N photodiode) or avalanche photodiode (APD) photodiode. Although the photodetector converts only the intensity of the optical radiation into an electrical signal, in the case of more advanced modulation formats, the receiver is equipped with additional elements such as a Mach-Zhender interferometer or a 90Β° hybrid optical coupler. Currently, coarse wavelength division multiplex (CWDM) and dense wavelength division multiplex (DWDM) standards are used. When choosing which standard to use in practice, we decide on the end price, the number of users, the bit rate, and how the network will grow. Figure 1. Design of DWDM system [4] The primary parameter of WDM systems is their total transmission capacity, also identified as CWDM, which we calculate as follows: 𝐢 π‘Šπ·π‘€ = βˆ‘ 𝑣 π‘π‘˜ 𝑛 π‘˜=1 , (1)
  • 3.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885 2880 where vpk is the transmission rate of the k-th channel and n is the total number of channels of the WDM system. Each channel is assigned a certain spectrum width, regardless of whether the channel uses it or not. If the channel spacing is unnecessarily large, the system achieves worse overall spectral efficiencies, which can be defined by the following relation: πœ‚ π‘Šπ·π‘€ = 𝐢 π‘Šπ·π‘€ 𝐡 π‘Šπ·π‘€ (2) where BWDM is the total bandwidth taken by the WDM system [8]. Nowadays, WDM technology can be used directly in switches using small form-factor pluggable (SFP) or compact small form-factor pluggable (CSFP) slot in the form of MiniGBIC modules. 3. FOUR WAVE MIXING Four-wave mixing is a process that has a physical nature in non-linear polarization. A minimum 3-channel demultiplexer with frequencies i, j and k is required to create this phenomenon [9]. The condition is that the three frequency components are evenly distributed. Of all the signals that arise in this mixing process, the ijk signal is the most disturbing signal is the signal of ijk πœ”π‘–π‘—π‘˜ = πœ”π‘– + πœ”π‘— βˆ’ πœ” π‘˜,pre 𝑖 β‰  π‘˜ β‹€ 𝑗 β‰  π‘˜. (3) Depending on the particular frequencies, this signal (frequency) may be close to one of the original frequencies and thus cause intense inter-channel interference [10-12]. In multi-channel WDM systems with N-channels, the individual channels mix, resulting in a large number of interfering frequency components N x (N – 1)2 . Figure 2 illustrates an example of mixing three initiation signals. According to the conversion, 1 to 12 undesirable frequency components may be created. FWM, unlike self phase modulation (SPM) and cross phase modulation (XPM), is a process independent on transmission speed in the channel but is strongly dependent on channel spacing periodicity and chromatic dispersion. Figure 2. Principle of FWM For dispersion shifted fiber (DSF) fibers, the phenomenon of four-wave mixing in WDM systems is a severe issue. On the contrary, it does not act as a severe obstacle to the standard FWM OF. This motivated the development of a non-zero dispersed shifted non-zero-dispersion shifted fiber (NZ-DSF) fiber. The effect of four-wave mixing depends on the relationship between the phases of the interacting signals. Assuming there was no chromatic dispersion phenomenon, all signals would be spread at the same group rated speed. In this case, the FWM itself would be amplified [13, 14]. In real WDM systems, however, the chromatic dispersion applies and therefore the individual signal components have different group rate speeds. The phases of these frequency components alternate (overlap) and mix. The speed difference is more significant in systems where channel spacing is more significant (in systems with chromatic dispersion). The following relationship expresses the optical power loss caused by the FWM; in other words, the power of newly formed frequency component Pijk: π‘ƒπ‘–π‘—π‘˜ = ( πœ” π‘–π‘—π‘˜ 𝑛̅𝑑 π‘–π‘—π‘˜ 3𝑐𝐴 𝑒 ) 2 𝑃𝑖 𝑃𝑗 π‘ƒπ‘˜ 𝐿2 , (4) where L is the length of the line without increasing losses and chromatic dispersion. Pi, Pj, Pk correspond to the power of the waves (frequency components) entering from the FWM process itself, n which is
  • 4. TELKOMNIKA Telecommun Comput El Control  Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga) 2881 the non-linear component of the refractive index (3 x 10-8 m2 /W) and dijk is the so-called degradation factor [15-18]. Since losses and chromatic dispersion cannot be avoided in real systems, the length of line L is replaced by the effective length Le and with amplifiers distributed every n km 𝐿 𝑒 = 1βˆ’π‘’βˆ’π›ΌπΏ 𝛼 (5) The chromatic dispersion compensates for the effect of four-wave mixing. The actual Pijk value can be modeled using the nijk mixing efficiency coefficient π‘ƒπ‘–π‘—π‘˜ = πœ‚π‘–π‘—π‘˜ ( πœ” π‘–π‘—π‘˜ 𝑛̅𝑑 π‘–π‘—π‘˜ 3𝑐𝐴 𝑒 ) 2 𝑃𝑖 𝑃𝑗 π‘ƒπ‘˜ 𝐿 𝑒 2 , (6) π‘›π‘–π‘—π‘˜ = 𝛼2 𝛼2+(Δ𝛽)2 [1 + 4π‘’βˆ’π›Όπ‘™ 𝑠𝑖𝑛2(Δ𝛽𝑙/2) (1βˆ’π‘’βˆ’π›Όπ‘™) 2 ], (7) where  is the difference between the transmitting constants of the signals i, j, k a ijk: Δ𝛽 = 𝛽𝑖 + 𝛽𝑗 βˆ’ π›½π‘˜ βˆ’ π›½π‘–π‘—π‘˜. (8) In an optical network designed according to the DWDM standard, for which the channels are 100 GHz (0.8 nm) apart, there is a maximum of 1 dB of power loss per channel due to FWM. That is, if the power attributed to all channels has a P-value, then the power loss for each channel must be less than P. The FWM effect increases as the length of the transmission line increases and this limits the performance of the individual channels [19]. The dependence of the maximum transmitted power per channel (mW) versus distance (km) for standard SMF fiber and DSF fiber is shown in Figure 3 [20]. For the single SMF fiber, the dispersion reference value is 17 ps/nm/km. In the case of dispersed displaced DSF, the chromatic dispersion is zero. Figure 3. Dependence of maximum transmitted power per channel depending on the distance A comparison of SMF and DSF shows that DSF comes with significantly worse peak power than the SMF fiber. This is due to the higher efficiency of DSF fiber mixing due to the low chromatic dispersion value [21-23]. The power balance per channel deteriorates as the number of channels increases. There are several ways to eliminate the adverse effect of FWM: βˆ’ Uneven channel placing. This solution is possible mainly in WDM systems with a small number of channels. βˆ’ Increase the frequency separation between channels, resulting in a more significant group speed difference. This solution has the disadvantage of amplifying a disproportionately large portion of the frequency spectrum and also amplifying the effect of the SRS. βˆ’ Utilization of larger wavelengths beyond 1560 nm using DSF [24, 25]. Despite the use of DSF, a significant amount of chromatic dispersion is employed in such a WDM system, and this reduces the FWM effect. βˆ’ Generally, in this type of non-linearity, FWM suppression is achieved by reducing the transmitted input power and reducing the distance between the amplifiers. If from an application point of view, the channels can be multiplexed or re-multiplexed at approximately half the transmission path, or demultiplexing, in this case, it is possible to introduce different delays for each channel. This step ensures some randomness between the phases of the information channels.
  • 5.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885 2882 4. DWDM IMPLEMENTATION FOR FWM EXAMINATION DWDM technology is used for the FWM demonstration, its schematic model bases from Figure 1. DWDM proposed system with different input values has been published in [26]. For a simulation is designed model of an 8-channel DWDM system where input blocks of pseudo-random data are modulated by external NRZ modulation with transmission speed 10 Gbit/s. The channel spacing between the channels is 100 GHz and ranges from 192.8 THz to 193.5 THz. The data is multiplexed after modulation and the amplification occurs before entering the OF through an EDFA amplifier. This is followed by 100 km of OF with an optical grid to compensate for chromatic dispersion and an optical amplifier. After demultiplexing of the optical signal, the signal is filtered according to the required channel by a PIN photodiode and the evaluation takes place in the spectral and electrical analyzer from which we detect the signal spectrum, eye diagram, BER and Q-factor. Two simulations are performed. In the first simulation, the dispersion in OF is changed and in the second one, the optical signal with the dispersion is changed. 4.1. Changing dispersion in OF to alleviate FWM The whole system will be evaluated based on BER and related Q-factor. Mathematical derivation of BER and Q-factor has been published in [15, 22]. We varied the dispersion from 0 to 1 ps/nm/km with an increment of 0.2 and from 1 to 9 ps/nm/km with an increment of 2. The resulting values are shown in Table 1. In Figure 4, Figure 5 and Figure 6 are the resulting spectra with an eye diagram for dispersion values of 0, 1 and 9 ps/nm/km. From Table 1, we can conclude that the non-linear FWM phenomenon decreases with increasing dispersion in OF, but at the same time, the signal is scattered at high dispersion in OF. For this reason, it is necessary to choose the correct dispersion value at the design of the optical system itself in order to avoid the generation of a side signal and thus not to decrease the BER at the output. In our system, the dispersion value is only acceptable up to 5 ps/nm/km to maintain BER (1.92Β·10βˆ’14 ). Figure 4. Output spectrum and eye diagram for D = 0 ps/nm/km Figure 5. Output spectrum and eye diagram for D = 1 ps/nm/km
  • 6. TELKOMNIKA Telecommun Comput El Control  Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga) 2883 Figure 6. Output spectrum and eye diagram for D = 9 ps/nm/km Table 1. The resulting BER values with changed dispersion in the OF Dispersion [ps/nm/km] BER [-] Q[-] Q[dB] 0 1.87Β·10βˆ’04 3.574 11.065 0.2 3.53Β·10βˆ’11 6.675 16.489 0.4 6.25Β·10βˆ’40 13.826 22.814 0.6 2.67Β·10βˆ’38 13.036 22.303 0.8 1.00Β·10βˆ’40 15.702 23.919 1 5.22Β·10βˆ’36 12.569 21.986 3 6.87Β·10βˆ’13 7.229 17.182 5 1.92Β·10βˆ’14 7.673 17.699 7 1.87Β·10βˆ’08 5.641 15.027 9 2.99Β·10βˆ’04 3.308 10.392 4.2. Changing the input signal to mitigate the FWM In this simulation, we point out the relation of the input signal to the FWM (the need for a suitable transmit power at the input). In this system, D = 5 ps/nm/km from the previous simulation was set. The laser power is varied from -5 to 9 dBm with an increment of 2 (The resulting BER and Q-factor for a particular power are shown in Table 2). When the transmit power is set from -6 dBm to -9 dBm, the BER increases from 2.91Β·10βˆ’12 to 4.99Β·10βˆ’7 . For this reason, it makes no sense to use a low input power value because using optical amplifiers would distort the signal. In Figure 7, Figure 8 and Figure 9, we can see the resulting spectrums with an eye diagram for a particular optical power. Figure 7. Output spectrum and eye diagram for Tx = -5 dBm As can be seen from Table 2, BER can be influenced by a suitable choice of Tx at the input. We can conclude that the higher the signal level is above the noise, the better the BER. From the simulation, we can further say that the lower value of the input signal causes less influence of FWM. The lowest power Tx = -5 dBm produces the lowest FWM value as shown in Figure 7. Of the individual simulations, the best signal value is when Tx is in the range of -5 to 3 dBm, which corresponds to BER values (<-10-12 ).
  • 7.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 2878 - 2885 2884 Figure 8. Output spectrum and eye diagram for Tx = 3 dBm Figure 9. Output spectrum and eye diagram for Tx = 9 dBm Table 2. The resulting BER values when the Tx is changed in the transmitting portion Tx [dBm] BER [-] Q[-] Q[dB] -5 3.87Β·10βˆ’12 7.009 16.914 -3 5.06Β·10βˆ’11 7.075 16.989 -1 2.90Β·10βˆ’15 7.820 17.865 1 2.04Β·10βˆ’12 7.047 16.960 3 3.40Β·10βˆ’11 6.627 16.426 5 6.50Β·10βˆ’08 5.386 14.626 7 2.29Β·10βˆ’05 3.697 11.358 9 7.02Β·10βˆ’03 2.613 8.343 5. CONCLUSION The paper aimed to describe the non-linear phenomenon of FWM since it is nowadays necessary to consider it in the design itself. The paper described the basic mathematical principle of the phenomenon in the DWDM system and its possible elimination at the output. In experimental simulations, we pointed out its origin and how it relates to dispersion in optical fiber. We also pointed out that a suitable choice of dispersion can minimize FWM. In the next simulation, with the appropriate dispersion choice D = 5 ps/nm/km, we changed the transmit power at the input. From Table 1 and Table 2, we can create an optical system with acceptable values at the output, unless the bit error rate rises above the value 10-9 when it is no longer possible to distinguish the individual optical pulses of the output. REFERENCES [1] F. Khair, I. W. Mustika, Fahmi, D. Zulherman and F. Hario, "Comparative Analysis of Dispersion Compensating Fiber in DWDM System Using 10 Gbps and 40 Gbps Bit Rate," 10th International Conference on Information Technology and Electrical Engineering (ICITEE), Kuta, pp. 412-417, 2018.
  • 8. TELKOMNIKA Telecommun Comput El Control  Mitigation of non-linear four-wave mixing phenomenon in a fully optical… (Petr Ivaniga) 2885 [2] V. Kachhatiya and S. Prince, "Wavelength division multiplexing-dense wavelength division multiplexed passive optical network (WDM-DWDM-PON) for long reach terrain connectivity," 2016 International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, pp. 0104-0108, 2016. [3] R. Z. Ibragimov and V. G. Fokin, "Design of Long-Haul Coherent DWDM Optical Systems," 2018 XIV International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE), pp. 1-3, 2018. [4] T. Ivaniga and P. Ivaniga, "Suppression of nonlinear XPM phenomenon by selection of appropriate transmit power levels in the DWDM systΓ©m, "International Journal of Optics, vol. 2019, pp. 1-8, 2019. [5] N. Thakral and L. Kumar, "Performance evaluation of different hybrid optical amplifiers for DWDM system," 2016 IEEE Annual India Conference (INDICON), Bangalore, pp. 1-4, 2016. [6] S. Sujith and K. G. Gopchandran, "A simulation study on DCF compensated SMF using OptSim," International Congress on Ultra Modern Telecommunications and Control Systems, Moscow, pp. 851-854, 2010. [7] H. Nain, U. Jadon and V. Mishra, "Evaluation and analysis of non-linear effect in WDM optical network," 2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), Bangalore, pp. 36-39, 2016. [8] T. Ivaniga and P. Ivaniga, "The In-Line placement of EDFA in CWDM/DWDM system for BER comparison at 1540 nm, "Journal of Engineering Science and Technology Review, vol. 12, no. 5, 1-7, 2019. [9] J. N. Dike and D. A. Ogbe, "Optimizing the efficiency of Fiber-Optics Technology in Telecommunications systems," 2013 IEEE International Conference on Emerging & Sustainable Technologies for Power & ICT in a Developing Society (NIGERCON), Owerri, pp. 135-142, 2013. [10] S. Thirumaran, S. K. Nithila Devi, P. Deepika and A. Vasanthi, "Optical phase conjugation in long haul optical transmission," 2012 International Conference on Devices, Circuits and Systems (ICDCS), Coimbatore, pp. 34-37, 2012. [11] T. HuszanΓ­k, J. TurΓ‘n and E. OvsenΓ­k, "Comparative analysis of optical IQ modulation in four-channel DWDM system in the presence of fiber nonlinearities," 2018 19th International Carpathian Control Conference (ICCC), Szilvasvarad, pp. 468-473, 2018. [12] S. Sharma and S. Mohan, "Countering the gain behavior of Erbium Doped Fiber Amplifiers: A cross layer approach," 2013 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Kattankulathur, pp. 1-6, 2013. [13] N. Choudhary and S. Pawar, "Time domain OCDMA PON architecture for 2048 optical network units," 2015 IEEE Bombay Section Symposium (IBSS), Mumbai, pp. 1-6, 2015. [14] S. Fatimah Tuanku Abdullah and S. A. Jabar, "FWM effect in FTTH over DWDM for 320 Gbps link distance 80 km," 2012 International Conference on Computer and Communication Engineering (ICCCE), Kuala Lumpur, pp. 633-637, 2012. [15] P. Ivaniga and T. Ivaniga, "10 Gbps optical line using EDFA for long distance lines, "Przeglad Elektrotechniczny, vol. 93, no. 3, 193-196, 2017. [16] W. W. M. M. Han, Y. Win, N. W. Zaw and M. M. Htwe, "Minimization of Four Wave Mixing Effect in Long-Haul DWDM Optical Fiber Communication System," 2019 International Conference on Advanced Information Technologies (ICAIT), Yangon, Myanmar, pp. 19-24, 2019. [17] V. Vardanyan, "Single-fiber optical transmission system with DWDM channels effect of four-wave mixing products," 2016 13th International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE), Novosibirsk, pp. 23-25, 2016. [18] R. Bhatia, A. K. Sharma and J. Saxena, "Optimized alternate polarization and Four Wave Mixing in 60-Gb/s DWDM transmission system," 2014 Recent Advances in Engineering and Computational Sciences (RAECS), Chandigarh, pp. 1-4, 2014. [19] T. Sabapathi, S. Sundaravadivelu and A. Vairamuthu, "Analysis of optical modulation formats for DWDM system," 2011 Third International Conference on Advanced Computing, Chennai, pp. 68-73, 2011. [20] B. Pamukti and D. Perdana, "Non-linear effects of high rate soliton transmission on DWDM optical fiber communication system," 2016 1st International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Yogyakarta, pp. 26-30, 2016. [21] S. P. Majumder and S. M. R. Ali, "Crosstalk analysis of a DWDM system with FBG-based optical multi/De-multiplexer," 2014 International Conference on Electrical Engineering and Information & Communication Technology, Dhaka, pp. 1-5, 2014. [22] P. Ivaniga and T. Ivaniga, "The design of EDFA with forward pumpimgat the distance line in DWDM, "Journal of Engineering Science and Technology, vol. 14, no. 2, 531-540, 2019. [23] Δ½. MikuΕ‘, β€œEvaluations of the error rate in backbone networks,” Elektrorevue, vol. 12, no. 2, pp. 1–10, 2010. [24] D. ZrakovΓ‘, M. Kubina, and G. Koman, β€œInfluence of information-communication system to reputation management of a company,” Procedia Engineering, vol. 192, pp. 1000–1005, 2017. [25] J. Smiesko, " IP Network Management of Source for IP Traffics," Scientific Papers of the University of Pardubice. Series D, Faculty of Economics & Administration, vol. 21, no. 32, 109-117, 2014. [26] T. Ivaniga, L. Ovsenik and J. Turan, ”Influence of Self-Phase Modulation on 8 and 16-Channel DWDM System with NRZ and Miller Coding,” Carpathian Journal of Electronic and Computer Engineering, vol. 8, no. 1. pp. 17-22, 2015.