Efficiency of nonlinear compensation for WDM-PON based ofdm using optical back propagation

Ngo Thi Thu Trang, Tran Thuy Binh, Bui Trung Hieu, Nguyen Duc Nhan  
EFFICIENCY OF NONLINEAR  
COMPENSATION FOR WDM-PON BASED  
OFDM USING OPTICAL BACK  
PROPAGATION  
Ngo Thi Thu Trang , Tran Thuy Binh, Bui Trung Hieu, Nguyen Duc Nhan  
Posts and Telecommunications Institute of Technology  
*Abstract: The Kerr nonlinearity is the main obstacle  
that limits the performance of the orthogonal frequency  
division multiplexing wavelength division multiplexing  
(OFDM-WDM) system. Moreover, the nonlinear  
compensation method that is feasible and adds no more  
complexity to the receiver is very necessary for the long-  
range passive optical network (LR-PON) applications. In  
this paper, we investigate the nonlinear and dispersion  
compensation efficiency in OFDM-WDM system using  
an advanced optical back propagation (OBP) approach  
based on split-step Fourier method. In the OBP, the real  
optical devices such as the high-nonlinear fiber (HNLF),  
fiber Bragg grating (FBG) and nonlinear waveguide are  
used as a nonlinear operator, a dispersive operator and  
phase conjugated media, respectively. The advanced  
OBP is located in the transmitter site that is very suitable  
for LR-PON applications. The compensation efficiency  
of the OBP in OFDM-WDM systems is evaluated by an  
analytical model and then Monte-Carlo simulations. The  
obtained results from both analytical evaluation and  
simulation show that the OBP can improve remarkably  
the system performance when the parameters of OBP  
such as dispersion and pump power are properly selected.  
or higher transmitting power is required to extend the  
range of LR-PONs. Therefore, the nonlinear Kerr effects  
become a critical concern in these networks, especially in  
WDM LR-PONs.  
There are many solutions in the digital domain which  
have been proposed to compensate the nonlinearity of the  
systems [4-8]. Almost these techniques provide a good  
PAPR reduction to eliminate the nonlinearity in all parts  
of the system, the transmitter, fiber channel and the  
receiver. However, each nonlinear compensator can only  
applied to each channel so that they make the complexity  
and cost of the OFDM-WDM system increase  
exponentially.  
Nonlinearity in the fiber, especially the Kerr effect,  
can be mitigated by mid-span spectrum inversion (MSSI)  
method in the optical domain [9]. The MSSI using optical  
phase conjugation (OPC) module can reduce significantly  
not only Kerr nonlinearities but also group velocity  
dispersion in WDM systems [10], [11]. However, this  
method requires the OPC module placed in the middle of  
transmission link to ensure the power symmetry that is not  
feasible in LR-PON. The optical back propagation (OBP)  
solution using dispersion compensation fibers (DCFs) and  
high nonlinear fibers (HNLFs), proposed by Kumar et al  
[12], is placed in the receiver site of the optical systems.  
The OBP addresses the main drawback about strict  
location requirement of MSSI. Moreover, this solution has  
been proposed in the single channel OFDM based LR-  
PON that demonstrated its nonlinearity compensation  
efficiency [13].  
Keywords:  
Multiplexing  
Orthogonal  
(OFDM),  
Frequency  
Wavelength  
Division  
Division  
Multiplexing (WDM), Nonlinear compensation, Optical  
Back Propagation (OBP), Long-range Passive Optical  
Network (LR-PON).  
I. INTRODUCTION  
In this paper, we investigate the efficiency of optical  
back propagation technique in nonlinearity compensation  
for OFDM-WDM system. The OBP module is located at  
the transmitter site that is similar to that proposed in [13].  
This OBP consists of HNLFs, fiber Bragg gratings  
(FBGs) and an OPC. The HNLF is the nonlinear operator  
to compensate the nonlinearity. The FBG is the linear  
operator to compensate the dispersion. The signal after  
HLNFs and FBGs is conjugated by the OPC to transmit  
via the standard single mode fiber to the receiver. A  
theoretical analysis model is also used to evaluate the  
efficiency of nonlinearity compensation in this study.  
Both analytical evaluation and simulation results show  
that our proposed OBP technique can improve remarkably  
the performance of the OFDM WDM system when the  
parameters of OBP module are properly selected. These  
The orthogonal frequency division multiplexing  
(OFDM) has become the promising solution for the  
WDM-based long-range passive optical networks (WDM  
LR-PONs) [1], [2]. The OFDM WDM LR-PON can be  
extended both the capacity and the range thanks to the  
advantages such as highly spectral efficiency, highly  
chromatic dispersion tolerance. Moreover, the systems  
can get the simple design and cost efficiency when the  
intensity modulation and direct-detection (IM-DD)  
method is employed [3]. However, a larger power budget  
Correspondence: Ngo Thi Thu Trang  
Email: [email protected]du.vn  
Manuscript communication: received: 10/05/2020, revised:  
11/25/2020, accepted: 11/30/2020.  
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EFFICIENCY OF NONLINEAR COMPENSATION FOR WDM-PON BASED OFDM USING OPTICAL BACK  
PROPAGATION  
achieved results also show that the advanced OBP is very  
suitable to deploy in OFDM WDM LR-PON.  
Nonlinear Kerr effects in the fiber including self-phase  
modulation (SPM), cross phase modulation (XPM), and  
four-wave mixing (FWM) are the dominant obstacle to  
extend the capacity and transmission distance of the  
multichannel optical communication systems [14]. In such  
systems, all the nonlinear effects such as XPM, SPM are  
considered as FWM between all subcarriers. Thus, the  
evolution of the FWM field (spectrally located at 휔퐹 )  
resulting from the nonlinear wave mixing between three  
other optical waves (k, l, m such that 휔퐹 = 휔푘 + 휔푙 −  
휔푚) can be expressed as [15]  
The rest of this paper is organized as follows. Section  
2 gives analytical descriptions of nonlinear wave mixing  
efficiencies of OFDM WDM systems that influence to the  
nonlinearity compensation efficiency of OBP technique.  
Simulations are discussed in section 3. Finally, section 4  
concludes this paper.  
II. THEORETICAL EVALUATION  
(
)
−훼+푖∆훽 퐿  
푒
푖훽퐿  
−1  
Optical OFDM Transmitter #N  
Optical OFDM Transmitter #2  
퐸퐹(퐿) = 푖 훾퐷 퐸푘 0 퐸푙 0 퐸푚 0 푒  
(1)  
∗
( ) ( ) ( )  
3
−훼+푖∆훽  
( )  
where 퐸푠 푧 is the optical field spectrally located at 휔푠  
measured at distance z, and L is the transmission fiber  
length. γ, α and β are nonlinear, attenuation coefficients  
and propagation factor of a fiber, respectively. D is the  
degeneracy factor of FWM. SPM is considered that three  
waves of FWM are coincided, 휔푘 = 휔푙 = 휔푚, and 퐷 =  
1. While XPM is considered as degenerate FWM effect,  
in which two of mixing components have the same  
frequency, 휔푘 = 휔푙 ≠ 휔푚 , and 퐷 = 3. The remaining  
case that three mixing components are totally  
different, 휔푘 ≠ 휔푙 ≠ 휔푚, is called non-degenerate FWM  
or simply FWM, and 퐷 = 6. ∆훽 = 훽푘 + 훽푙 − 훽푚 − 훽퐹 is  
the phase mismatch coefficient of the fiber, relates to the  
dispersion coefficient 퐷푐 as follows [15]  
OBP  
Data input  
EDFA  
LD  
MZM  
Optical OFDM Transmitter #1  
Data output  
PD  
2
LPF  
OBF  
2휋휆  
퐷푐∆푓2(푘 − 푚)(푙 − 푚)  
(2)  
OFDM  
Receiver  
∆훽 =  
푐
where ∆푓 is channel spacing. It can be obviously seen  
from Eq. 1 that the amplitude of FWM field depends  
much on channel spacing. To evaluate how the OBP could  
compensate the nonlinearity of the OFDM WDM LR-  
PON, the powers of FWM field in two cases a link with  
OBP and a link without OBP are compared. Thus, Eq. 1  
describes the FWM field in case of the OFDM WDM LR-  
PON link without OBP. The total power of nonlinear  
Figure 1. Block diagram of IM-DD OFDM WDM system  
using OBP as pre-compensation.  
Fig. 1 shows the schematic of IM-DD optical OFDM  
WDM system where the OBP module is located at the  
transmitter site. The OBP module consists of steps of  
HLNF and FBG, an OPC module and an Erbium Doped  
Fiber Amplifier (EDFA) as described in details in [13].  
With the advantages of system design and cost efficiency,  
the IM-DD OFDM WDM is the good solution for LR-  
PON applications. For the sake of simplicity, we assume  
that insertion loss of all components of the LR-PON is  
ignored. Here, our OBP plays a role as pre-compensation  
in optical domain of the LR-PON. The OFDM transmitted  
signals are multiplexed in wavelength domain before they  
propagates via the OBP section, and then it is phase  
conjugated before propagating in the transmission fiber  
link. The nonlinear and dispersion distortions of the OBP  
section are based on the split-step Fourier method in the  
optical domain [14]. The FBG is used as dispersive step  
because of its pros such as negligible nonlinearity and  
insertion loss, very compact size, and dispersive  
tunability. The HNLF is used as nonlinear step due to its  
very low dispersion distortion and negligible loss. The  
OPC using the nonlinear waveguide produces the  
conjugated signal by four-wave mixing (FWM) process to  
transmit along the single mode fiber (SMF) to the receiver  
site. The EDFA is used to control the signal input power  
of the SMF link. By using real photonic device, our OBP  
overcomes the cons of digital back propagation (DBP)  
method including the computational complexity and less-  
flexible configuration [8].  
product 퐸퐹(퐿) 2 with assumption that the signal powers  
|
|
in all channels are equal can be written as [16]  
훼2퐿2푒푓푓  
훼2 + ∆훽2  
퐷2훾2  
4푒−훼퐿푠푖푛2(∆훽퐿/2)  
푃3 [  
] [1 +  
]
( )  
푃퐹 퐿 =  
2
9
(1 − 푒−훼퐿  
)
(3)  
where P is the power of each mixing component  
−αL  
(
)
/α is the  
launched into the fiber and Leff = 1 − e  
effective length.  
We next consider the nonlinear Kerr power in OBP-  
assisted OFDM WDM LR-PON link. The link can be  
divided into two segments, OBP segment and SMF  
segment. The OFDM signal first is sent through the OBP  
segment, phase conjugated at OPC and then transmitted  
via the SMF segment. The nonlinearity arisen in the OBP  
segment will be compensated in the SMF segment. Given  
that after two segments all dispersion effect are  
compensated, so the total FWM field in this case will be  
∗
푖훽퐿  
[
]
퐸퐹(퐿) = 퐸퐹(푆푀퐹) + 퐸퐹(푂퐵푃) 푒  
(4)  
Applying the Eq. 1 for the OBP segment, the nonlinear  
field can be obtain as  
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Figure 2 demonstrates the dependent of nonlinear Kerr  
퐸퐹(푂퐵푃) =  
(−훼+푖∆훽  
푂퐵푃 푂퐵푃  
−1  
)퐿  
power in the OBP-assisted OFDM WDM LR-PON link  
on the factor K with the channel spacing of 12.5 GHz and  
the fiber link length of 80 km. As can be seen from the  
figure, when K is small, the phase mismatch of the OBP is  
small that makes the nonlinear effect arisen by OBP  
become too strong. At the value of K is smaller than 5, the  
nonlinear power in the link with OBP evenly exceeds that  
in the link with our OBP. When K increases, the nonlinear  
Kerr power of the OBP reduces remarkably. However,  
under the asymmetry power condition, the OBP cannot  
compensate perfectly the nonlinearity of the SMF. That’s  
why the residual nonlinear FWM power in the case of  
using OBP become saturation when K is very large  
although this value is always smaller than the FWM  
power in the case of not using OBP. Consequently, there  
is an optimum value of K where the nonlinear Kerr power  
in the link with OBP is minimum.  
퐷
푒
푖 훾  
푂퐵푃  
∗
푖훽  
퐿
푂퐵푃 푂퐵푃  
( ) ( ) ( )  
퐸푘 0 퐸푙 0 퐸푚 0 푒  
3
−훼+푖∆훽  
푂퐵푃  
(5)  
In the OBP segment, both the loss of HLNFs and  
FBGs is negligible so that the attenuation coefficient of  
OBP can be omitted. To ensure that the dispersion arisen  
in the OBP segment is fully compensated in the SMF  
segment, 훽푂퐵푃퐿푂퐵푃 = 훽퐿 or 훽퐹퐵퐺퐿푂퐵푃 = 훽퐿 . For more  
convenient in calculation, we define 퐾 = 훽퐹퐵퐺 /훽. Hence,  
the nonlinear field from the OBP segment can be reduced  
as  
푖훽퐿  
퐸퐹(푂퐵푃) = 푖 훾  
(6)  
퐷
푒
푖훽퐿  
−1  
퐻퐿푁퐹  
∗
( ) ( ) ( )  
퐸푘 0 퐸푙 0 퐸푚 0 푒  
3
푖퐾∆훽  
By the end of the OBP segment, the mixing fields (k, l  
and m) are phase shifted due to the accumulation of  
(
)
퐿
dispersion along the OBP segment 푒푖 ∆훽  
=
+훽  
푂퐵푃  
푂퐵푃 푂퐵푃  
10  
푒
푖(∆훽+훽)퐿. Then they are conjugated to propagation via the  
SMF segment that results the following nonlinear field  
w/o OBP  
0
w OBP  
(
)
−훼+푖∆훽 퐿  
푒
−1  
퐸퐹(푆푀퐹) = 푖 훾퐷 퐸 0 퐸 0 퐸푚 0 푒  
∗( ) ∗( ) ( )  
−푖∆훽퐿  
-10  
-20  
-30  
-40  
-50  
-60  
푘
푙
3
−훼+푖∆훽  
(7)  
Substituting Eq. (6) and Eq. (7) into Eq. (4), we can  
obtain the total nonlinear field generated by the OBP-  
assisted OFDM WDM LR-PON link as follow  
(
)
−훼+푖∆훽 퐿  
퐷
푒
−1  
∗( ) ∗( ) ( )  
−푖∆훽퐿  
퐸퐹(퐿) = 푖 퐸푘 0 퐸푙 0 퐸푚 0 [훾푒  
−
0
5
10  
15  
20  
25  
Factor K  
30  
35  
40  
45  
50  
3
−훼+푖∆훽  
−푖훽퐿  
푒
−1  
Figure 2. FWM power as a function of factor K with the  
channel spacing of 12.5 GHz and the SMF fiber length of  
80km.  
훾퐻푁퐿퐹  
]
(8)  
−푖퐾∆훽  
Deploying lossless for the SMF segment (훼 = 0), the  
signal power symmetry for the link with OBP can be  
satisfied. In this case, Eq. (8) shows that the fully  
nonlinear compensation will be attained in the OBP-  
assisted OFDM WDM LR-PON link with fully dispersion  
management. Unfortunately, the attenuation coefficient of  
the SMF fiber cannot be omitted that breaks the power  
symmetric condition. This reduces the efficiency of the  
OBP in nonlinear compensation in comparison with MSSI  
technique. Thence, the total FWM power of the OBP-  
assisted OFDM WDM LR-PON link is given as  
0
w/o OBP  
-20  
-40  
w OBP  
-60  
-80  
-100  
-120  
2
2
2
2
−훼퐿  
2
훾 훼 퐿  
퐷
푃퐹 퐿 = 푃3 [  
( )  
푒푓푓 (1 + 4푒 푠푖푛 (∆훽퐿/2)) +  
0
5
10  
15  
20  
25  
30  
35  
40  
45  
50  
2
2
−훼퐿 2  
9
훼 +∆훽  
(1−푒  
)
Channel spacing (GHz)  
2
훾
4
훾훾  
퐻퐿푁퐹2 4푠푖푛2 (∆훽퐿) −  
) sin (∆훽퐿) [훼 1 −  
퐻퐿푁퐹  
Figure 3. FWM power as a function of channel  
(
2
2
2
(
퐾 ∆훽  
2
퐾∆훽 훼 +∆훽  
2
spacing with the factor K of 12 and the SMF fiber  
length of 80km.  
∆훽퐿  
푒−훼퐿 푐표푠 ( ) + ∆훽 1 + 푒  
sin (∆훽퐿)]]  
(9)  
−훼퐿  
)
(
)
2
2
Figure 3 shows that not only the FWM power depends  
on the channel spacing but also the compensation  
efficiency of the OBP does. The increase in channel  
spacing causes the increase in the phase mismatch that  
makes the average FWM power decrease. However, in  
case of the OBP-assisted OFDM WDM LR-PON link, the  
power of the FWM varies with the channel spacing as an  
oscillation but it is always smaller than or equal to the  
Kerr nonlinear power in case of not using OBP.  
The first term of Eq. 9 describes the nonlinear FWM  
power arisen in the SMF segment, which only depends on  
the SMF coefficients. The second term in Eq. 9 is the  
added nonlinear FWM power because of the presence of  
the OBP, which only depends on the OBP coefficients.  
The third one is the mixing nonlinear power that  
compensates for nonlinearities of the both SFM and OBP  
segments. Therefore, the compensation efficiency of the  
OBP will increase when the third term is larger than the  
second term. And this depends much on the factor K and  
the coefficients of both segments.  
Dependence of the mixing power on the dispersion at  
different channel spacing is shown in Figure 4. The  
dispersion dependence of the mixing power has a similar  
tendency to the channel spacing dependence. The  
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EFFICIENCY OF NONLINEAR COMPENSATION FOR WDM-PON BASED OFDM USING OPTICAL BACK  
PROPAGATION  
oscillation of the mixing power dependent on dispersion  
can be observed and shows a reduction of the mixing  
power in the OBP-assisted OFDM WDM LR-PON link  
compared to that in the OFDM WDM LR-PON link  
without OBP.  
cannot be negligible. It can be seen that from Fig. 3, if  
channel spacing is smaller than 5GHz, the Kerr nonlinear  
power in the case of using OBP is always 10 dB smaller  
than that in the case of not using OBP. Fortunately,  
channel spacing of an OFDM signal is much smaller than  
5 GHz. For example, if the OFDM signal in the OFDM  
WDM LR-PON at the very high bitrate of 100 Gb/s using  
64QAM and DCO-OFDM scheme has 190 data  
subcarriers and 66 zero-padded subcarriers, the channel  
spacing is about 0.18 GHz. Thus, the OBP can  
compensate the Kerr nonlinearity caused by OFDM  
subcarriers in the OFDM WDM LR-PON. When channel  
spacing is larger than 5 GHz, which is the range of the  
channel spacing of WDM systems, the Kerr nonlinear  
power in case of using OBP fluctuates with large  
amplitude. By choosing suitable value of K and channel  
spacing, the OBP can compensate significantly the Kerr  
nonlinearity caused by optical channels in the OFDM  
WDM LR-PON. The performance improvement of the  
OFDM WDM LR-PON thanks to OBP will be clarified  
by Monte- Carlo simulation in the next section.  
In the OFDM WDM system, the Kerr nonlinear noise  
imposed on each subscriber of OFDM signals results from  
two main sources:  
(i)  
FWM effect between subcarriers of each  
OFDM channel. The Kerr nonlinear powers in  
the link with and without OBP caused by  
OFDM( )  
OFDM subcarriers, P  
L , are derived from  
F
Eq. 3 and Eq. 9, respectively in which P is the  
power of each OFDM subcarrier and ∆β is  
dependent on channel spacing between OFDM  
subcarriers, and  
(ii)  
FWM effect between optical channels of WDM  
system. The Kerr nonlinear powers in the link  
with and without OBP caused by WDM optical  
WDM( )  
carriers, P  
L , are also derived from Eq. 3  
and Eq. 9F, respectively in which P is the power  
of each optical channel and ∆β is dependent on  
the channel spacing of WDM system.  
III. SIMULATIONS AND RESULTS  
A MATLAB based simulation model of IM-DD OBP  
assisted OFDM WDM LR-PON is developed to  
investigate the nonlinear compensation efficiency of  
proposed OBP method. The simulation setup of the  
system is similar to the block diagram described in Figure  
1 that includes three main components: optical transmitter,  
transmission link and optical receiver. The DCO-OFDM  
signal is generated from the OFDM modulator in digital  
domain that consists of 190 data subcarriers and 66 zero-  
padded subcarriers. The MZM is used to optically  
modulate the OFDM signal before launching into the  
OBP. After pre-compensating at the OBP, the signal is  
sent to the receiver via the transmission link of 80 km  
standard single mode fiber (SSMF). Here, the data is  
recovered with the reverse process of the transmitter. The  
important system parameters and constants used in our  
simulation are shown in Table 1.  
-10  
w/o OBP  
w OBP  
-20  
-30  
-40  
-50  
-60  
-70  
-80  
0
5
10  
15  
20  
25  
30  
Dispersion (ps/nm.km)  
a)  
-10  
-20  
-30  
-40  
-50  
-60  
-70  
-80  
-90  
-100  
w/o OBP  
w OBP  
Table 1. Simulation parameters  
Name  
Symbol  
Value  
SMF parameters  
Attenuation coefficient  
Dispersion coefficient  
Nonlinear coefficient  
Fiber length  
SMF  
DSMF  
SMF  
0.2 dB/km  
17 ps/nm.km  
1.4 W-1.km-1  
80 km  
0
5
10  
15  
20  
Dispersion (ps/nm.km)  
b)  
LSMF  
HNLF parameters  
Figur 4. FWM power as a function of dispersion at  
different channel spacing: (a) 12.5 GHz, (b) 25 GHz.  
Attenuation coefficient  
HNLF  
DHNLF  
HNLF  
LHNLF  
0.5 dB/km  
1.7 ps/nm.km  
6.9 W-1.km-1  
150 m  
Therefore, the total FWM power on each subcarrier in  
case of using or not using OBP has the following form:  
Dispersion coefficient  
Nonlinear coefficient  
Fiber length  
푡표푡푎푙( )  
푊퐷푀( ) 푂퐹퐷푀( )  
퐿 + 푃퐹 퐿  
푃퐹 퐿 = 푃퐹  
(10)  
Let’s consider the FWM effect caused by subcarriers  
of an OFDM signal. Because the number of subcarriers of  
an OFDM is quite large, the power of each subcarrier is  
small but the channel spacing is very small too. Thus, the  
FWM power caused by subcarriers of an OFDM signal  
NW parameters  
Attenuation coefficient  
Dispersion coefficient  
NW  
50 dB/m  
DNW  
28 ps/nm.km  
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channel spacing. At the optimum power range of SMF in  
each optical WDM channel from -6 dBm to -2 dBm, the  
OBP can improve the BER performance of the OFDM  
WDM LR-PON up to 4 orders of magnitude at channel  
spacing of 50 GHz.  
Nonlinear coefficient  
Waveguide length  
NW  
104 W-1.km-1  
7 cm  
LNW  
System parameters  
Optical signal frequency  
fs  
R
193.1 THz  
0.6 A/W  
PD responsivity  
Dark current  
Id  
0.2 nA  
Thermal noise PSD  
M-ary  
ST  
M
Rb  
Pp  
fp  
2x10-23 A/(Hz)1/2  
64  
Data rate  
100 Gbit/s  
450 mW  
Pump power  
Optical pump frequency  
193.3 THz  
In the OBP, the OFDM signal after nonlinear and  
dispersion pre-compensating is phase conjugated by an  
OPC before transmitting via SSMF to the receiver. Thus,  
the quality of the conjugated signal through FWM process  
in the OPC plays an important role in the performance of  
the OBP. In our simulation, the pump power and the input  
power of the OPC are chosen carefully to ensure that the  
conjugated signal does not add any more impairment to  
the performance of the system [13]. The parameters of the  
OFDM modulator need to be fixed to keep the data bitrate  
of each optical channel of 100 Gbps. Hence, the channel  
spacing between OFDM subcarriers is constant in all  
simulations, only the channel spacing between optical  
WDM channels is varied to examine the system’s  
performance.  
Figure 6. BER vs dispersion of SMF in each optical  
WDM channel: a) with different channel spacing, b)  
with and without OBP at channel spacing of 25GHz, c)  
with and without OBP at channel spacing of 50GHz.  
Figure 5. BER vs optical launched power of SMF in  
each optical WDM channel with different channel  
spacing.  
The BER performance in each optical WDM channel  
of OFDM WDM LR-PON versus dispersion of the SMF  
is plotted in Fig. 6 in three cases: a) using OBP with  
different channel spacing, b) with and without OBP at  
channel spacing of 25 GHz, and c) with and without OBP  
at channel spacing of 50 GHz. In these simulations, the  
power of OBP and the power of the SMF are kept  
unchanged at the value of 3.7 mW. It can be seen from the  
Fig. 6a that the BER varies with the dispersion coefficient  
of the SMF as an oscillation. This oscillation is attributed  
by the dependence of the FWM efficiency on the phase  
mismatch as indicated in the analytical evaluation.  
Because the Kerr nonlinearity occurs strongly at the small  
value of dispersion so that the BER curve fluctuates with  
large magnitude. When the dispersion increases, the  
Figure 5 demonstrates that the OBP can improve  
significantly the performance of the OFDM WDM LR  
PON. By adjusting the EDFA gain properly, the optical  
power at the input of the SMF is always varied in the  
range from -14 dBm to 2 dBm. At the given power of the  
OBP, the best efficiency of the OBP is obtained at the  
power range of the SMF that reaches to the system’s  
power symmetry at any channel spacing. When the power  
of the SMF is too small or too high, the residual FWM  
power after two segments of the link is large that degrades  
the efficiency of the OBP. In the case of the channel  
spacing of 50 GHz, the BER is always lower about one  
order of magnitude than that in the case of 25 GHz  
because nonlinear Kerr power is inversely proportional to  
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EFFICIENCY OF NONLINEAR COMPENSATION FOR WDM-PON BASED OFDM USING OPTICAL BACK  
PROPAGATION  
optical OFDM IM/DD system,” Optical Fiber Tech., vol.  
magnitude of the oscillation reduces as results of large  
phase mismatch. Thus, the average BER also decreases  
gradually with dispersion of the fiber. In the case of not  
using the OBP, the BER performance of the OFDM  
WDM system in the range of small dispersion is better  
than that in the higher dispersion value. At the small value  
of dispersion, the BER performance suffers dominantly  
from the nonlinear noise and can ignore the dispersive  
noise. However, at the high value of dispersion, both  
nonlinear and dispersive noises and their mutual  
interactions that deteriorates sharply the system’s  
performance. Fig. 6b and Fig. 6c show that by employing  
the OBP for the OFDM WDM system, OBP exposes its  
very good efficiency at the high value of dispersion.  
When the dispersion coefficient of the fiber is small, the  
fiber becomes a high nonlinear media. Under the power  
asymmetry between two high nonlinear segments of the  
link, the nonlinear power of each segment is exceeded the  
nonlinear mixing power that downgrades the overall  
performance of the system. However, when the dispersion  
of the fiber increases, the nonlinear power of SMF  
segment is small that can be compensated by the mixing  
nonlinear power. At the channel spacing of 50 GHz, the  
OBP can expose its efficiency for the fiber with dispersion  
coefficient above 8 ps/nm.km. While this value reaches to  
11 ps/nm.km in case of channel spacing of 25 GHz.  
21, (2015), pp. 81-86.  
[6] Y. Yang, Z. Zeng, S. Feng, C. Guo, “A simple OFDM  
scheme for VLC systems based on μ-law mapping,” IEEE  
Photonics Tech. Letters, vol. 28, (2015), pp. 641-644.  
[7] Trang. T. Ngo, Hieu T. Bui, Nhan D. Nguyen,  
“Performance improvement of IM-DD Optical OFDM  
system using A-law companding transform,” in Proc. of  
The Inter. Conf. on Advanced Tech. for Comm. (ATC), Ho  
Chi Minh city, Vietnam, (2018), pp. 203-207.  
[8] C. Lin, M. Holtmannspoetter, M. Asif, B. Schmauss,  
“Compensation of transmission impairments by digital  
backward propagation for different link designs,” 36th  
European Conf. and Ex. on Optical Comm. (ECOC),  
(2010).  
[9] M. Morshed, L. Du, A. J. Lowery, “Mid-Span Spectral  
Inversion for coherent optical systems: Fundamental  
Limits to Performance,” J. Lightwave Tech., vol. 31, no. 1,  
(2013), pp. 58-66.  
[10] A. Ellis, M. McCarthy, M. Al-Khateeb, S. Sygletos,  
“Capacity limits of systems employing multiple optical  
phase conjugators,” Optics Express, vol. 23, no. 16,  
(2015), pp. 20381-20393.  
[11] M. Al-Khateeb, M. McCarthy, C. Sanchez, A. Ellis,  
“Nonlinearity compensation using optical phase  
conjugation deployed in discretely amplified transmission  
systems,” Optics Express, vol. 26, no. 18, (2018), pp.  
23954-23959.  
[12] S. Kumar, D. Yang, “Optical backpropagation for fiber-  
optic communications using highly nonlinear fibers,”  
Optics Letters, vol. 36, (2011), pp. 1038-1040.  
[13] Ngo T. T. Trang, Nguyen D. Nhan, Bui T. Hieu, “Optical  
back propagation for nonlinear comensation in OFDM-  
based long range-Passive Optical Networks”, VNU Journ.  
of Sience: Mathematics-Physics, vol. 36, no. 1, (2020), pp.  
54-63.  
IV. CONCLUSIONS  
We have investigated the distortion compensation  
efficiency for the OFDM WDM LR-PON using an  
advanced OBP, in which the OBP is positioned at the  
transmitter site. This OBP consists of real optical devices  
such as HNLFs, FBGs and the nonlinear waveguide. A  
model of theoretical analysis is also used to evaluate the  
efficiency of this technique and show that the OBP can  
compensate significantly the Kerr nonlinearity in the  
OFDM WDM system by choosing suitable parameters.  
The simulation model of the OBP-assisted OFDM WDM  
LR-PON at 100 Gbps is setup to validate the efficiency  
of the proposed compensation method in real conditions.  
The obtained results show that the BER performance of  
the system can be improved many orders of magnitude  
compared with that of the system without OBP.  
Consequently, the implementation of the OBP-assisted  
OFDM WDM LR-PON with very high bitrate of 100  
Gbps is feasible in real conditions.  
[14] G. Agrawal, Nonliner Fiber Optics, 4th ed., (2007).  
[15] W. Shieh, X. Chen, “Information spectral efficiency and  
launch power density limits due to fiber nonlinearity for  
coherent optical OFDM systems,” IEEE Photonics J., vol.  
3, no. 2, (2011), pp. 158-173.  
[16] M. Al-Khateeb et. al, “Analysis of the nonlinear Kerr  
effects in optical transmission systems that deploy optical  
phase conjugation,” Optics Express, vol. 26, no. 3, (2018),  
pp. 3145-3160.  
GIẢI PHÁP BÙ PHI TUYẾN DỰA TRÊN KĨ  
THUẬT TRUYỀN NGƯỢC TRONG MIỀN QUANG  
ỨNG DỤNG CHO HỆ THỐNG OFDM-WDM  
Abstract: Hiệu ứng phi tuyến Kerr là một trong các  
yếu tố chính giới hạn hiệu năng của hệ thống OFDM-  
WDM. Hơn nữa, có một giải pháp bù phi tuyến khả thi  
mà không làm tăng thêm độ phức tạp cho phía thu là rất  
cần thiết cho các ứng dụng của mạng quang thụ động  
khoảng cách dài (LR-PON). Trong bài báo này, chúng tôi  
đề xuất một mô hình bộ truyền ngược trong miền quang  
(OBP) cải tiến, dựa trên phương pháp Fourier tách bước,  
để bù lại ảnh hưởng phi tuyến và tán sắc trong hệ thống  
OFDM-WDM. Bộ OBP đề xuất gồm các phần tử quang  
có sẵn trong thực tế, trong đó sợi quang phi tuyến lớn  
(HNLF) đóng vai trò toán tử phi tuyến, cách tử Bragg sợi  
(FBG) đóng vài trò toán tử tuyến tính và ống dẫn sóng  
phi tuyến đóng vai trò phần tử liên hợp pha và được đặt  
tại phía phát nên rất phù hợp cho các ứng dụng LR-PON.  
Hiệu quả của bộ OBP đề xuất trong hệ thống OFDM-  
WDM được đánh giá dựa trên các tính toán lý thuyết và  
kiểm chứng dựa trên mô phỏng Monte-Carlo. Các kết quả  
thu được từ phân tích đánh giá và mô phỏng đều cho thấy  
REFERENCES  
[1] A. Emsia, M. Malekizandi, Q. T. Le, I. B. Djordjevic, F.  
Kueppers, “1 Tb/s WDM-OFDM-PON power budget  
extension techniques,” Photonics Conf. (IPC), (2013).  
[2] H. He, J. Li, M. Bi, W. Hu, “20-Gbps low cost WDM-  
OFDM-PON downstream transmission with tunable filter  
and linear APD module,” Chinese Optics Leters, (2014).  
[3] Trang. T. T. Ngo, Thu. A. Pham, Nhan. D. Nguyen, Ngoc.  
T Dang, “Hybrid OFDM RoF-Based WDM-PON/MMW  
Backhaul Architechture for Heterogeneous Wireless  
Networks,” REV J. Elect. and Comm., vol.7, no. 3-4,  
(2017), pp. 57-64.  
[4] F. Offiong, S. Sinanovic, W. Popoola, “On PAPR  
reduction in pilot-assisted optical OFDM communication  
systems,” IEEE Access, vol. 5, (2017), pp. 8916-8929.  
[5] Y. Xiao, M. Chen, F. Li, J. Tang, Y. Liu, L. Chen, “PAPR  
reduction based on chaos combined with SLM technique in  
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Ngo Thi Thu Trang, Tran Thuy Binh, Bui Trung Hieu, Nguyen Duc Nhan  
bộ OBP đề xuất cải thiện đáng kể hiệu năng của hệ thống  
khi mà các tham số như hệ số tán sắc và công suất bơm  
được lựa chọn thích hợp.  
Keywords: Ghép kênh phân chia theo tần số trực giao  
(OFDM), Ghép kênh phân chia theo bước sóng (WDM),  
Các giải pháp bù phi tuyến, Truyền ngược trong miền  
quang (OBP), Mạng quang thụ động khoảng cách dài  
(LR-PON).  
Ngo Thi Thu Trang, M.E degree  
of Computer and Communication  
Engineering from Chungbuk National  
University, Korea in 2005. Now, she  
is a lecturer in Telecommunications  
Faculty  
1
of  
Posts  
and  
of  
Telecommunications  
Institute  
Technology (PTIT). Her research  
interests  
include  
digital  
optical  
signal  
communications,  
processing, broadband networks.  
Tran Thi Thuy Binh, M.E degree  
of Telecommunications from PTIT in  
2003. At present, she is a lecturer in  
PTIT, Telecommunicatons Faculty 1.  
Her professional fields involve  
nonlinearities  
in  
optical  
communications, optical broadband  
access networks.  
Bui Trung Hieu received the  
PhD degree in Czech and Slovakia  
in 1992. He is currently an  
Associate Professor of PTIT. His  
research interests include optical  
communication systems, optical  
transport  
devices.  
network,  
photonic  
Nguyen Duc Nhan, PhD degree  
of Electrical Engineering and  
Computer Systems from Monash  
University, Australia in 2011. Now,  
he is  
a
lecturer in PTIT,  
Telecommunications Faculty 1. His  
research interests are numerical  
modeling and analysis, signal  
processing and its applications in  
optical  
communications  
and  
nonlinear fiber optics applications.  
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