CN103095614B - Joint equalization and frequency offset estimation device in proruption coherent optical fiber communications - Google Patents

Joint equalization and frequency offset estimation device in proruption coherent optical fiber communications Download PDF

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CN103095614B
CN103095614B CN201310027236.XA CN201310027236A CN103095614B CN 103095614 B CN103095614 B CN 103095614B CN 201310027236 A CN201310027236 A CN 201310027236A CN 103095614 B CN103095614 B CN 103095614B
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CN103095614A (en
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果宏艳
许渤
邱昆
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University of Electronic Science and Technology of China
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Abstract

The invention discloses a joint equalization and frequency offset estimation device in proruption coherent optical fiber communications. Combined utilization of electric channel balance, frequency offset estimation and frequency offset compensation enables iteration step length needed by channel equalization to be reduced under the condition of the same frequency offset, and the condition that iteration is not restrained is avoided. Simultaneously, in the process of self-adaption update of a balance tap weight coefficient, equilibrium value and decision value which removes frequency offset compensation are adopted by an error signal to calculate, therefore, effect of the frequency offset compensation on accuracy of the error signal is removed, and an equalization module can accurately play a role. The joint equalization and frequency offset estimation device not only can estimate and compensate for proruption offset frequency in a certain range, but also can guarantee convergence of electric channel equalization. A proruption coherent optical fiber communication receiving system which is built by the joint equalization and frequency offset estimation device can keep good performance under the condition of big offset frequency.

Description

一种突发相干光纤通信中的联合均衡和频偏估计装置A Joint Equalization and Frequency Offset Estimation Device in Burst Coherent Optical Fiber Communication

技术领域technical field

本发明属于光通信技术领域,更为具体地讲,涉及一种突发相干光纤通信中的联合均衡和频偏估计装置。The invention belongs to the technical field of optical communication, and more specifically relates to a joint equalization and frequency offset estimation device in burst coherent optical fiber communication.

背景技术Background technique

随着高速数字信号处理技术的进步以及人们对通信要求的提高,高速相干光通信成为了研究热点。当前很多相干光通信系统都处于连续工作状态,系统一旦建立,信号就连续发生。但是在有些通信系统中,信号却是间断发生甚至突然发生的,称为突发通信。这种突发模式是一种隐蔽通信,具有短暂性、不易被侦查和干扰的特点。With the advancement of high-speed digital signal processing technology and the improvement of people's communication requirements, high-speed coherent optical communication has become a research hotspot. At present, many coherent optical communication systems are in a continuous working state. Once the system is established, the signal will continue to occur. However, in some communication systems, signals occur intermittently or even suddenly, which is called burst communication. This burst mode is a covert communication that is short-lived and difficult to detect and interfere with.

相干检测通信系统接收机是利用一个本振激光器与接收到的载波调制信号进行相干以获得基带信号,理论上要求本振激光器的振荡频率与信号载波的频率完全相同,但实际上每个激光器都有一定量的振荡频率偏移,假设每个激光器可能的振荡频偏范围是[-X,X]Hz,则两个激光器的相对频偏的范围就可能为[-2X,2X]Hz,所以载波频偏是影响高速相干光通信系统性能的主要因素之一,它将在很大程度上决定信号能否准确解调、信息能否完整还原。The coherent detection communication system receiver uses a local oscillator laser to coherent with the received carrier modulation signal to obtain a baseband signal. In theory, the oscillation frequency of the local oscillator laser is required to be exactly the same as the frequency of the signal carrier, but in fact each laser is There is a certain amount of oscillation frequency offset. Assuming that the possible oscillation frequency offset range of each laser is [-X,X]Hz, the relative frequency offset range of the two lasers may be [-2X,2X]Hz, so the carrier Frequency offset is one of the main factors affecting the performance of high-speed coherent optical communication systems. It will largely determine whether signals can be demodulated accurately and information can be completely restored.

图1是突发通信的频率漂移示意图。突发通信在开始阶段会出现频率的不稳定,突发频率的不稳定性会对后面信号的判决产生很大影响,因此需要对突发频偏进行估计和补偿。另一方面随着传输速率的提高,光纤色散对系统的影响将会更加严重,因此高速突发相干光纤通信系统中除了要进行突发频偏的估计与补偿外,信道均衡也是必不可少的。在现有连续相干光通信系统研究中,为了进行频偏估计与补偿,假设已经在光域进行了色散均衡,因此在进行频偏估计与补偿的时候不需要考虑色散的影响。Fig. 1 is a schematic diagram of frequency drift of burst communication. In the initial stage of burst communication, frequency instability will occur, and the instability of burst frequency will have a great impact on the judgment of subsequent signals. Therefore, it is necessary to estimate and compensate the burst frequency offset. On the other hand, as the transmission rate increases, the impact of fiber dispersion on the system will be more serious. Therefore, in addition to the estimation and compensation of the burst frequency offset in the high-speed burst coherent optical fiber communication system, channel equalization is also essential. . In the existing continuous coherent optical communication system research, in order to perform frequency offset estimation and compensation, it is assumed that dispersion equalization has been performed in the optical domain, so the influence of dispersion does not need to be considered when performing frequency offset estimation and compensation.

现有光纤通信系统在进行色散均衡时,电信道均衡器抽头系数采用自适应调整,不但能够实现色散补偿,还能够一定程度上实现对接收信号中由于频偏造成的相位抖动的跟踪,因此在频偏比较小的情况下不需要另外进行频偏补偿也能正确解调信号。但是,随着系统中频偏的增加,均衡器迭代步长也需要随之增大以便能够跟踪到频偏导致的信号相位的变化;可是过大的迭代步长会导致均衡器抽头系数不稳定,甚至不收敛,造成系统性能的严重劣化。When the existing optical fiber communication system performs dispersion equalization, the tap coefficient of the electrical channel equalizer adopts adaptive adjustment, which not only can realize dispersion compensation, but also can track the phase jitter caused by frequency offset in the received signal to a certain extent, so in When the frequency offset is relatively small, the signal can be correctly demodulated without additional frequency offset compensation. However, as the frequency offset in the system increases, the equalizer iteration step size also needs to be increased to track the signal phase change caused by the frequency offset; however, an excessively large iteration step size will cause the equalizer tap coefficients to be unstable. It even does not converge, resulting in serious degradation of system performance.

发明内容Contents of the invention

本发明的目的在于克服现有技术的不足,提供一种突发相干光纤通信中的联合均衡和频偏估计装置,通过将电信道均衡与频偏估计和频偏补偿联合使用,使频偏相同条件下信道均衡需要的迭代步长减小,从而避免迭代不收敛的情况,使均衡模块能够稳定地发挥作用,同时使系统能够估计和补偿较大范围的突发频偏,在频偏较大的情况下也能具有较好的性能。The purpose of the present invention is to overcome the deficiencies of the prior art, and provide a joint equalization and frequency offset estimation device in burst coherent optical fiber communication. By combining the electrical channel equalization with frequency offset estimation and frequency offset compensation, the frequency offset is the same Under certain conditions, the iteration step size required for channel equalization is reduced, so as to avoid the situation where the iteration does not converge, so that the equalization module can work stably, and at the same time, the system can estimate and compensate for a large range of sudden frequency offsets. can also have better performance.

为实现上述发明目的,本发明突发相干光纤通信中的联合均衡和频偏估计装置,其特征在于包括:In order to achieve the above-mentioned purpose of the invention, the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention is characterized in that it includes:

一均衡模块,用于接收经AD采样量化后的信号rk进行均衡处理,即根据判决模块反馈的前一个信号rk-1的判决值和频偏估计模块反馈的前一个信号rk-1的累积频偏θk-1进行均衡抽头权值系数的迭代更新:An equalization module, for receiving the signal r k quantized by AD sampling and performing equalization processing, that is, according to the judgment value of the previous signal r k-1 fed back by the judgment module The cumulative frequency offset θ k-1 of the previous signal r k-1 fed back by the frequency offset estimation module performs iterative update of the equalization tap weight coefficient:

CC kk == CC kk -- 11 -- ΔϵΔϵ kk -- 11 rr kk -- 11 **

其中,Ck、Ck-1分别是第k个和第k-1个信号通过均衡模块时的均衡抽头权值系数;rk-1是第k-1个信号的接收信号样值,为信号rk-1的共轭值,Δ是迭代步长,为正数,由用户设置,εk-1是第k-1个信号得到的误差信号,其计算公式为:Among them, C k and C k-1 are the equalization tap weight coefficients when the kth and k-1th signals pass through the equalization module respectively; r k-1 is the received signal sample value of the k-1th signal, is the conjugate value of the signal r k-1 , Δ is the iteration step size, which is a positive number, and is set by the user, ε k-1 is the error signal obtained from the k-1th signal, and its calculation formula is:

ϵϵ kk -- 11 == mm ~~ kk -- 11 -- mm ~~ kk -- 11 ·· ee jθjθ kk -- 11

其中,是第k-1个信号通过均衡模块后的均衡值,是判决模块对经过频偏补偿后得到的信号的判决值,θk-1表示第k-1个信号通过频偏估计模块得到的累积频偏;in, is the equalized value of the k-1th signal after passing through the equalized module, is the decision module pair The decision value of the signal obtained after frequency offset compensation, θ k-1 represents the cumulative frequency offset obtained by the k-1th signal through the frequency offset estimation module;

均衡模块根据均衡抽头权值系数Ck对信号rk进行均衡,输出均衡值传送给判决模块和频偏模块;The equalization module equalizes the signal r k according to the equalization tap weight coefficient C k , and outputs the equalized value Send to the judgment module and the frequency offset module;

一判决模块,接收均衡值并根据第k-1个信号通过频偏估计模块得到的累积频偏θk-1,计算均衡值的频偏补偿信号并进行判决,输出判决值传送给频偏估计模块并反馈给均衡模块;A judgment module, receiving the equalization value And calculate the equalization value according to the cumulative frequency offset θ k-1 obtained by the k-1th signal through the frequency offset estimation module The frequency offset compensation signal And make a judgment, output the judgment value Send to the frequency offset estimation module and feed back to the equalization module;

一频偏估计模块,接收均衡模块传送的均衡值和判决模块传送的判决值均衡值信号相位表示为φd,k+kΔωT+φn,k,其中表示调制相位,kΔωT表示频偏引入的相位误差,是高斯噪声引起的相位误差,判决值信号相位为计算前k个信号的累积相位误差估计值z_tmpkA frequency offset estimation module, receiving the equalization value transmitted by the equalization module and the judgment value transmitted by the judgment module Equilibrium value The signal phase is expressed as φ d,k +kΔωT+φ n,k , where Represents the modulation phase, kΔωT represents the phase error introduced by the frequency offset, is the phase error caused by Gaussian noise, and the decision value The signal phase is Compute the cumulative phase error estimate z_tmp k for the first k signals:

zz __ tt mpmp kk == (( mm ~~ kk ·&Center Dot; mm ^^ kk ** ))

== φφ dd ,, kk ++ kΔωTkΔωT ++ φφ nno ,, kk -- φφ dd ,, kk

== kΔωTkΔωT ++ φφ nno ,, kk

计算第k个信号的相位误差估计值αkCompute the phase error estimate α k for the kth signal:

αk=z_tmpk·(z_tmp_delayk-1)* α k = z_tmp k ·(z_tmp_delay k-1 ) *

=kΔωT+φn,k-[(k-1)ΔωT+φn,k-1]=kΔωT+φ n,k -[(k-1)ΔωT+φ n,k-1 ]

=ΔωT+φn,kn,k-1 =ΔωT+φ n,kn,k-1

其中z_tmp_delayk-1由前k-1个信号的累积相位误差估计值z_tmpk-1延迟一拍得到;Among them, z_tmp_delay k-1 is obtained by delaying one beat of the cumulative phase error estimate z_tmp k-1 of the previous k-1 signals;

对相位误差估计值αk进行求角度操作得到角度值βk,如果角度值βk在[-π,π]范围内则将相位误差估计值αk送入滤波器抑制噪声相位,否则将相位误差估计值αk丢弃;经滤波器抑制噪声相位后得到频偏估计值ΔωT,计算前k个信号的累积频偏θkk-1+ΔωT;Perform an angle calculation operation on the phase error estimate α k to obtain the angle value β k , if the angle value β k is within the range of [-π, π], then send the phase error estimate α k to the filter to suppress the noise phase, otherwise the phase The error estimate α k is discarded; the frequency offset estimate ΔωT is obtained after the noise phase is suppressed by the filter, and the cumulative frequency offset θ kk-1 +ΔωT of the first k signals is calculated;

频偏估计模块将累积频偏θk分别传送反馈给均衡模块和判决模块,用于下一个信号的均衡处理和判决。The frequency offset estimation module transmits and feeds back the accumulated frequency offset θ k to the equalization module and the judgment module respectively, for the equalization processing and judgment of the next signal.

其中,均衡模块为基于LMS算法的自适应均衡器,包括一系列FIR滤波器。Among them, the equalization module is an adaptive equalizer based on the LMS algorithm, including a series of FIR filters.

进一步地,频偏估计模块中包括一存储器,用于存储累积相位误差估计值z_tmpk,先取出z_tmpk-1进行延迟一拍处理得到z_tmp_delayk-1使其与z_tmpk同步,再写入z_tmpk信号。Further, the frequency offset estimation module includes a memory for storing the cumulative phase error estimated value z_tmp k , first take out z_tmp k-1 and perform a one-beat delay processing to obtain z_tmp_delay k-1 to synchronize with z_tmp k , and then write into z_tmp k signal.

其中,所述均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1的初始值通过训练序列进行初始化得到,初始化过程为:Wherein, the initial values of the equalization tap weight coefficient C k-1 , error signal ε k-1 , cumulative phase error estimate z_tmp k-1 , and cumulative frequency offset θ k-1 are obtained by initializing the training sequence, and the initialization process for:

训练序列pilotk,长度为L,L由用户设置,需大于频偏估计模块中滤波器滑窗的长度l,并考虑到突发频偏的发散符号个数要求,L需足够长以保证可使均衡模块收敛;训练序列pilotk经模拟干扰处理后得到信号序列RkThe length of the training sequence pilot k is L. L is set by the user and must be greater than the length l of the sliding window of the filter in the frequency offset estimation module. Considering the requirement for the number of divergent symbols of the burst frequency offset, L must be long enough to ensure Make the equalization module converge; the training sequence pilot k obtains the signal sequence R k after being processed by analog interference;

均衡模块接收信号序列Rk,均衡抽头权值系数始终为Ck=1;信号R1经过均衡模块生成第1个均衡值 信号R2经过均衡模块生成第2个均衡值 将z_tmp1延迟一拍生成z_tmp_delay1,相位误差估计值α2=z_tmp2·(z_tmp_delay1)*,对α2取角度得到第1个角度值β2;对信号序列Rk重复进行与第2个信号相同的处理,直到信号Rl+1时,角度值累积至l个,l个角度值一起进入滤波器抑制噪声相位得到第1个频偏估计值θl+1,得到误差信号 ϵ l + 1 = m ~ l + 1 - pilot l + 1 · e jθ l + 1 ; The equalization module receives the signal sequence R k , and the equalization tap weight coefficient is always C k =1; the signal R 1 generates the first equalization value through the equalization module Signal R 2 passes through the equalization module to generate the second equalized value Delay z_tmp 1 by one beat to generate z_tmp_delay 1 , phase error estimation value α 2 =z_tmp 2 ·(z_tmp_delay 1 ) * , take the angle of α 2 to get the first angle value β 2 ; repeat the signal sequence R k with the second The signals are processed in the same way until the signal R l+1 , the angle value is accumulated to l, and the l angle values enter the filter to suppress the noise phase together to obtain the first frequency offset estimation value θ l+1 , and the error signal is obtained ϵ l + 1 = m ~ l + 1 - pilot l + 1 &Center Dot; e jθ l + 1 ;

均衡抽头权值系数开始迭代更新Cl+2=Cl+1-Δεl+1Rl+1 *=1-Δεl+1Rl+1 *,信号Rl+2经过均衡模块得到均衡值进行频偏估计得到第1个累积频偏θl+2。之后采用迭代更新的均衡抽头权值系数对信号序列Rk进行联合均衡和频偏估计,其中Ck=Ck-1-Δεk-1Rk-1 *直到训练序列结束完成均衡抽头权值系数的初始化,此时均衡模块收敛,用此时的CL、εL、z_tmpL、θL作为均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1的初始值。The equalization tap weight coefficient starts to iteratively update C l+2 =C l+1 -Δε l+1 R l+1 * =1-Δε l+1 R l+1 * , and the signal R l+2 is equalized by the equalization module value Perform frequency offset estimation to obtain the first cumulative frequency offset θ l+2 . Then, the iteratively updated equalization tap weight coefficient is used to perform joint equalization and frequency offset estimation on the signal sequence R k , where C k =C k-1 -Δε k-1 R k-1 * , The initialization of the equalization tap weight coefficient is completed until the end of the training sequence. At this time, the equalization module converges, and the current C L , ε L , z_tmp L , and θ L are used as the equalization tap weight coefficient C k-1 and the error signal ε k- 1. Initial values of the cumulative phase error estimate z_tmp k-1 and the cumulative frequency offset θ k-1 .

本发明的发明目的是这样实现的:本发明在均衡抽头权值系数的自适应更新过程中,误差信号采用均衡值与去掉频偏补偿的判决值进行计算,从而消除了频偏补偿对误差信号准确度的影响,使均衡模块能够准确的发挥作用。The purpose of the invention of the present invention is achieved in this way: in the self-adaptive update process of the equalization tap weight coefficient, the error signal is calculated by using the equalization value and the judgment value of removing the frequency offset compensation, thereby eliminating the frequency offset compensation's influence on the error signal The impact of accuracy enables the equalization module to function accurately.

本发明突发相干光纤通信中的联合均衡和频偏估计装置不但能够对一定范围内的突发频偏进行估计和补偿,而且能够保证电信道均衡的收敛性,让采用本发明联合均衡和频偏估计装置组建的突发相干光纤通信接收系统在有突发频偏或者频偏较大的情况下也能保持较好的性能。The joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention can not only estimate and compensate the burst frequency offset within a certain range, but also ensure the convergence of the electrical channel equalization, so that the joint equalization and frequency offset estimation device of the present invention can The burst coherent optical fiber communication receiving system formed by the offset estimating device can also maintain good performance when there is a burst frequency offset or the frequency offset is large.

附图说明Description of drawings

图1是突发通信的频率漂移示意图;Fig. 1 is a schematic diagram of frequency drift of burst communication;

图2是本发明突发相干光纤通信中的联合均衡和频偏估计装置应用于突发相干光纤通信系统的结构示意图;Fig. 2 is a schematic structural diagram of the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention applied to the burst coherent optical fiber communication system;

图3是本发明突发相干光纤通信中的联合均衡和频偏估计装置的一种具体实施方式结构图;FIG. 3 is a structural diagram of a specific embodiment of the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention;

图4是本发明突发相干光纤通信中的联合均衡和频偏估计装置的一种具体实施方式的突发频偏仿真结果图;Fig. 4 is a diagram of a burst frequency offset simulation result of a specific embodiment of the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention;

图5是采用本发明突发相干光纤通信中的联合均衡和频偏估计装置的突发相干光纤通信接收系统误符号率仿真结果图。Fig. 5 is a simulation result diagram of the symbol error rate of the burst coherent optical fiber communication receiving system using the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention.

具体实施方式Detailed ways

下面结合附图对本发明的具体实施方式进行描述,以便本领域的技术人员更好地理解本发明。需要特别提醒注意的是,在以下的描述中,当已知功能和设计的详细描述也许会淡化本发明的主要内容时,这些描述在这里将被忽略。Specific embodiments of the present invention will be described below in conjunction with the accompanying drawings, so that those skilled in the art can better understand the present invention. It should be noted that in the following description, when detailed descriptions of known functions and designs may dilute the main content of the present invention, these descriptions will be omitted here.

图2是本发明突发相干光纤通信中的联合均衡和频偏估计装置应用于突发相干光纤通信系统的结构示意图。如图2所示,在发送端,分别对偏振方向相互垂直的两路光信号进行差分正交相移键控(QPSK)调制,偏振耦合器实现对两路光信号的偏振复用,得到PDM-QPSK的传输信号,信号在单模光纤传输时,色度色散、偏振模色散等效应会造成光脉冲的展宽,形成码间干扰。Fig. 2 is a schematic structural diagram of the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention applied to the burst coherent optical fiber communication system. As shown in Figure 2, at the transmitting end, differential quadrature phase shift keying (QPSK) modulation is performed on two optical signals whose polarization directions are perpendicular to each other, and the polarization coupler implements polarization multiplexing of the two optical signals to obtain PDM -QPSK transmission signal, when the signal is transmitted on a single-mode fiber, effects such as chromatic dispersion and polarization mode dispersion will cause the broadening of the optical pulse and form inter-symbol interference.

在接收端,偏振复用信号经过偏振分束器分成两个偏振方向的信号进行独立的相干解调。相干解调后的4路电信号首先需要进行AD采样和量化,再进一步进行电信道均衡和频偏补偿。最后,相位判决恢复出所发送的数据,并进行误符号率的统计。At the receiving end, the polarization multiplexed signal is split into two polarization directions by a polarization beam splitter for independent coherent demodulation. The 4 electrical signals after coherent demodulation need to be AD sampled and quantized first, and then the electrical channel equalization and frequency offset compensation are further performed. Finally, the phase judgment restores the sent data, and performs statistics on the symbol error rate.

图3是本发明突发相干光纤通信中的联合均衡和频偏估计装置的一种具体实施方式结构图。如图3所示,本发明突发相干光纤通信中的联合均衡和频偏估计装置包括均衡模块1、判决模块2、频偏估计模块3。Fig. 3 is a structural diagram of a specific embodiment of a joint equalization and frequency offset estimation device in burst coherent optical fiber communication according to the present invention. As shown in FIG. 3 , the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention includes an equalization module 1 , a decision module 2 , and a frequency offset estimation module 3 .

由于均衡抽头权值系数更新所用误差信号计算时需使用判决信号,因此在传输信号前,需对均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1进行初始化。本实施方式中,采用一段训练序列进行初始化,初始化过程为:Since the error signal used for updating the equalization tap weight coefficient needs to use the decision signal, so before transmitting the signal, it is necessary to calculate the equalization tap weight coefficient C k-1 , error signal ε k-1 , and cumulative phase error estimate z_tmp k- 1. The cumulative frequency offset θ k-1 is initialized. In this embodiment, a training sequence is used for initialization, and the initialization process is as follows:

训练序列pilotk,长度为L,L由用户设置,需大于频偏估计模块3中滤波器5滑窗的长度l,并考虑到突发频偏的发散符号个数要求,L需足够长以保证可使均衡模块1收敛;训练序列pilotk经模拟干扰处理后得到长度为L的信号序列RkThe length of the training sequence pilot k is L. L is set by the user and must be greater than the length l of the sliding window of the filter 5 in the frequency offset estimation module 3. Considering the requirement for the number of divergent symbols of the burst frequency offset, L needs to be long enough to Ensure that the equalization module 1 can be converged; the training sequence pilot k is processed by analog interference to obtain a signal sequence R k of length L;

均衡模块1接收信号序列Rk,均衡抽头权值系数始终为Ck=1;信号R1经过均衡模块1生成第1个均衡值 信号R2经过均衡模块1生成第2个均衡值 将z_tmp1延迟一拍生成z_tmp_delay1,相位误差估计值α2=z_tmp2·(z_tmp_delay1)*,对α2取角度得到第1个角度值β2;对信号序列Rk重复进行与第2个信号相同的处理。由于滤波器滑窗长度为l,因此角度值需累积至l个。到信号Rl+1时,角度值累积至l个,l个角度值一起进入滤波器抑制噪声相位得到第1个频偏估计值θl+1,得到误差信号初始化过程中误差信号εk的计算并不使用判决值,而是使用训练序列pilotk代替判决值。The equalization module 1 receives the signal sequence R k , and the equalization tap weight coefficient is always C k =1; the signal R 1 generates the first equalization value through the equalization module 1 Signal R 2 passes through the equalization module 1 to generate the second equalized value Delay z_tmp 1 by one beat to generate z_tmp_delay 1 , phase error estimate α 2 =z_tmp 2 ·(z_tmp_delay 1 ) * , take the angle of α 2 to get the first angle value β 2 ; repeat the signal sequence R k with the second The signals are processed in the same way. Since the length of the filter sliding window is l, the angle values need to be accumulated to l. When the signal R l+1 is reached, the angle value is accumulated to l, and the l angle values enter the filter to suppress the noise phase together to obtain the first frequency offset estimation value θ l+1 , and the error signal is obtained The calculation of the error signal ε k in the initialization process does not use the judgment value, but uses the training sequence pilot k instead of the judgment value.

均衡抽头权值系数开始迭代更新Cl+2=Cl+1-Δεl+1Rl+1 *=1-Δεl+1Rl+1 *,信号Rl+2经过均衡模块1得到均衡值进行频偏估计得到第1个累积频偏θl+2。判决模块2对根据θl+1进行频偏补偿得到信号判决得到判决值虽然得到判决值,但是初始化过程中并不使用。The equalization tap weight coefficient starts to be iteratively updated C l+2 =C l+1 -Δε l+1 R l+1 * =1-Δε l+1 R l+1 * , and the signal R l+2 is obtained through the equalization module 1 Equilibrium value Perform frequency offset estimation to obtain the first cumulative frequency offset θ l+2 . Judgment module 2 pairs Perform frequency offset compensation according to θ l+1 to obtain the signal Judgment Gets Judgment Value Although the judgment value is obtained, it is not used in the initialization process.

之后的信号序列Rk采用迭代更新的均衡抽头权值系数进行联合均衡和频偏估计,其中Ck=Ck-1-Δεk-1Rk-1 *直到训练序列结束完成均衡抽头权值系数的初始化,此时均衡模块1收敛,用此时的CL、εL、z_tmpL、θL作为均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1的初始值。The subsequent signal sequence R k uses iteratively updated equalization tap weight coefficients for joint equalization and frequency offset estimation, where C k =C k-1 -Δε k-1 R k-1 * , The initialization of the equalization tap weight coefficient is completed until the end of the training sequence. At this time, the equalization module 1 converges, and the current C L , ε L , z_tmp L , and θ L are used as the equalization tap weight coefficient C k-1 and the error signal ε k -1 , the estimated value of the cumulative phase error z_tmp k-1 , and the initial value of the cumulative frequency offset θ k-1 .

初始化完成后,联合均衡和频偏估计装置接收经相干解调、AD采样量化后生成的信号rk,开始进行联合均衡和频偏估计。After the initialization is completed, the joint equalization and frequency offset estimation device receives the signal r k generated after coherent demodulation, AD sampling and quantization, and starts joint equalization and frequency offset estimation.

均衡模块1接收信号rk进行均衡处理,首先根据判决模块2反馈的前一个信号rk-1的判决值和频偏估计模块3反馈的前一个信号rk-1的累积频偏θk-1计算本次均衡的均衡抽头权值系数:The equalization module 1 receives the signal r k and performs equalization processing, firstly, according to the decision value of the previous signal r k-1 fed back by the decision module 2 Calculate the equalization tap weight coefficient of this equalization with the cumulative frequency offset θ k -1 of the previous signal r k- 1 fed back by the frequency offset estimation module 3:

CC kk == CC kk -- 11 -- ΔϵΔϵ kk -- 11 rr kk -- 11 **

可见,均衡抽头权值系数是迭代更新的。其中,Ck、Ck-1分别是第k个和第k-1个信号通过均衡模块1时的均衡抽头权值系数;rk-1是第k-1个信号的接收信号样值,为其共轭值;Δ是迭代步长,为正数,由用户设置,需设置为足够小以确保迭代过程能够收敛;εk-1是第k-1个信号得到的误差信号,其计算公式为:It can be seen that the equalization tap weight coefficients are updated iteratively. Among them, C k and C k-1 are the equalization tap weight coefficients when the kth and k-1th signals pass through the equalization module 1 respectively; r k-1 is the received signal sample value of the k-1th signal, is its conjugate value; Δ is the iterative step size, which is a positive number, set by the user, and needs to be set small enough to ensure that the iterative process can converge; ε k-1 is the error signal obtained from the k-1th signal, and its calculation The formula is:

ϵϵ kk -- 11 == mm ~~ kk -- 11 -- mm ~~ kk -- 11 ·&Center Dot; ee jθjθ kk -- 11

其中,是第k-1个信号通过均衡模块1后的均衡值,是判决模块2对经过频偏补偿后得到的信号的判决值,θk-1表示第k-1个信号通过频偏估计模块3得到的累积频偏。由于信号判决之前进行了θk-1的频偏补偿,而均衡之后的估计值并没有这样的补偿,因此在计算误差信号的时候需要将判决值的频偏补偿去掉,从而使误差信号εk-1更为准确。in, is the equalization value of the k-1th signal after passing through the equalization module 1, Is the judgment module 2 pairs The signal obtained after frequency offset compensation The decision value of , θ k-1 represents the cumulative frequency offset obtained by passing the k-1th signal through the frequency offset estimation module 3 . Since the frequency offset compensation of θ k-1 is performed before the signal judgment, and the estimated value after equalization does not have such compensation, it is necessary to remove the frequency offset compensation of the judgment value when calculating the error signal, so that the error signal ε k -1 is more accurate.

均衡模块1根据计算得到的均衡抽头权值系数Ck对信号rk进行均衡,输出均衡值传送给判决模块2和频偏估计模块3。The equalization module 1 equalizes the signal r k according to the calculated equalization tap weight coefficient C k , and outputs the equalized value Send it to the decision module 2 and the frequency offset estimation module 3.

本实施方式中,均衡模块1为基于LMS算法的自适应均衡器,由一系列FIR滤波器组成。In this embodiment, the equalization module 1 is an adaptive equalizer based on the LMS algorithm, which is composed of a series of FIR filters.

判决模块2接收均衡模块1传送的均衡值并根据第k-1个信号通过频偏估计模块得到的累积频偏θk-1,计算均衡值的频偏补偿信号并进行判决,输出判决值传送给频偏估计模块3,并反馈给均衡模块1用于进行下一次均衡抽头权值系数的更新。Judgment module 2 receives the equalization value transmitted by equalization module 1 And calculate the equalization value according to the cumulative frequency offset θ k-1 obtained by the k-1th signal through the frequency offset estimation module The frequency offset compensation signal And make a judgment, output the judgment value It is transmitted to the frequency offset estimation module 3 and fed back to the equalization module 1 for updating the weight coefficients of the equalization taps next time.

频偏估计模块3接收均衡模块1传送的均衡值和判决模块2传送的判决值均衡值信号相位表示为φd,k+kΔωT+φn,k,其中φd,k表示调制相位,kΔωT表示频偏引入的相位误差,φn,k是高斯噪声引起的相位误差,判决值信号相位为φd,k。均衡值与判决值的共轭相乘,可消除调制相位的影响,得到前k个信号的累积相位误差估计值z_tmpkThe frequency offset estimation module 3 receives the equalization value transmitted by the equalization module 1 and the decision value transmitted by decision module 2 Equilibrium value The signal phase is expressed as φ d,k +kΔωT+φ n,k , where φ d,k represents the modulation phase, kΔωT represents the phase error introduced by frequency offset, φ n,k is the phase error caused by Gaussian noise, and the decision value The signal phase is φ d,k . Equilibrium value and judgment value The conjugate multiplication of can eliminate the influence of the modulation phase, and obtain the cumulative phase error estimate z_tmp k of the first k signals:

zz __ tt mpmp kk == (( mm ~~ kk ·&Center Dot; mm ^^ kk ** ))

== φφ dd ,, kk ++ kΔωTkΔωT ++ φφ nno ,, kk -- φφ dd ,, kk

== kΔωTkΔωT ++ φφ nno ,, kk

计算第k个信号的相位误差估计值αkCompute the phase error estimate α k for the kth signal:

αk=z_tmpk·(z_tmp_delayk-1)* α k = z_tmp k ·(z_tmp_delay k-1 ) *

=kΔωT+φn,k-[(k-1)ΔωT+φn,k-1]=kΔωT+φ n,k -[(k-1)ΔωT+φ n,k-1 ]

=ΔωT+φn,kn,k-1 =ΔωT+φ n,kn,k-1

其中z_tmp_delayk-1由前k-1个信号的累积相位误差估计值z_tmpk-1延迟一拍得到,(z_tmp_delayk-1)*为其共轭值。可见,αk只包括第k个信号的频偏估计分量ΔωT以及噪声引起的相位变化分量φn,kn,k-1Among them, z_tmp_delay k-1 is obtained by delaying one beat of the cumulative phase error estimation value z_tmp k-1 of the previous k-1 signals, and (z_tmp_delay k-1 ) * is its conjugate value. It can be seen that α k only includes the frequency offset estimation component ΔωT of the kth signal and the phase change component φ n,kn,k-1 caused by noise.

频偏估计模块3中的存储器用于存储累积相位误差估计值z_tmpk,先取出z_tmpk-1进行延迟一拍处理得到z_tmp_delayk-1使其与z_tmpk同步,再写入z_tmpk信号。The memory in the frequency offset estimation module 3 is used to store the cumulative phase error estimate z_tmp k , first take out z_tmp k-1 and perform one-beat delay processing to obtain z_tmp_delay k-1 to synchronize with z_tmp k , and then write the z_tmp k signal.

频偏估计的相位分量ΔωT只能在[-π,π]之间,否则会引起相位模糊,使频偏估计具有非确定性,于是本发明限定在[-π,π]之间。频偏估计模块3对相位误差估计值αk进行求角度操作得到角度值βk,如果角度值βk在[-π,π]范围内则将相位误差估计值αk送入滤波器抑制噪声相位,否则将相位误差估计值αk丢弃;经滤波器抑制噪声相位后得到第k个信号的频偏估计值ΔωT;由于频偏是个累积效应,要将ΔωT累积到之前k-1个信号的累积频偏上,计算得到k个信号的累积频偏θkk-1+ΔωT。The phase component ΔωT of frequency offset estimation can only be between [-π, π], otherwise it will cause phase ambiguity, making frequency offset estimation non-deterministic, so the present invention limits Between [-π,π]. The frequency offset estimation module 3 performs an angle calculation operation on the phase error estimated value α k to obtain an angle value β k , and if the angle value β k is within the range of [-π, π], the phase error estimated value α k is sent to the filter to suppress noise Otherwise, the estimated phase error value α k is discarded; the frequency offset estimated value ΔωT of the kth signal is obtained after the filter suppresses the noise phase; since the frequency offset is a cumulative effect, ΔωT must be accumulated to the previous k-1 signal On the cumulative frequency offset, the cumulative frequency offset θ kk-1 +ΔωT of the k signals is calculated.

频偏估计模块3将累积频偏θk分别传送反馈给均衡模块1和判决模块2,用于下一个信号的均衡处理和判决。The frequency offset estimation module 3 sends and feeds back the accumulated frequency offset θ k to the equalization module 1 and the decision module 2 respectively, for the equalization processing and decision of the next signal.

实施例Example

对本发明突发相干光纤通信中的联合均衡和频偏估计装置进行仿真实验,参数设置为:单模光纤的衰减因子为0.2dB/km,二阶色散系数为-20ps^2/km,光纤传输距离为100km,接收机带宽设置为50GHz,频偏估计模块3中滤波器滑窗的长度是128,均衡模块1的迭代步长是传输距离为100公里时的最佳迭代步长0.001。Carry out simulation experiments on the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention, the parameters are set as: the attenuation factor of the single-mode optical fiber is 0.2dB/km, the second order dispersion coefficient is -20ps^2/km, the optical fiber transmission The distance is 100km, the receiver bandwidth is set to 50GHz, the length of the filter sliding window in the frequency offset estimation module 3 is 128, and the iteration step of the equalization module 1 is the optimal iteration step of 0.001 when the transmission distance is 100 kilometers.

表1为针对频偏的不同突发范围时所采用的训练序列长度。Table 1 shows the lengths of training sequences used for different burst ranges of frequency offset.

图4是本发明突发相干光纤通信中的联合均衡和频偏估计装置的一种具体实施方式的突发频偏仿真结果图。如图4所示,曲线表示本发明突发相干光纤通信中的联合均衡和频偏估计装置可以估计并补偿不同的突发频偏范围,突发频偏范围越大,需要的初始化训练序列的长度越长,这样才能在训练序列初始化阶段使均衡模块1收敛,使均衡模块1稳定的发挥作用。在图4中可以看到,随着频偏突发范围的变大,光纤通信接收系统性能会受到一定的影响,但是也是可以接受的。甚至当突发频偏增大到±6GHz的时候,系统性能损失也不是很大,说明本发明突发相干光纤通信中的联合均衡和频偏估计装置适用于存在突发频偏情况的光纤通信接收系统。Fig. 4 is a diagram of a burst frequency offset simulation result of a specific embodiment of the joint equalization and frequency offset estimation device in burst coherent optical fiber communication of the present invention. As shown in Figure 4, the curve shows that the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention can estimate and compensate for different burst frequency offset ranges, the larger the burst frequency offset range, the required initialization training sequence The longer the length is, the more the equalization module 1 can be converged during the training sequence initialization phase, so that the equalization module 1 can function stably. It can be seen from Fig. 4 that as the frequency offset burst range increases, the performance of the optical fiber communication receiving system will be affected to a certain extent, but it is also acceptable. Even when the burst frequency offset increases to ±6 GHz, the system performance loss is not very large, indicating that the joint equalization and frequency offset estimation device in burst coherent optical fiber communication of the present invention is suitable for optical fiber communication with burst frequency offset receiving system.

图5是采用本发明突发相干光纤通信中的联合均衡和频偏估计装置的接收系统误符号率仿真结果图。如图5所示,虚线表示只有均衡的情况,实线表示均衡和频偏估计联合使用的情况,每条曲线所用的均衡步长均为最佳步长。Fig. 5 is a simulation result diagram of the symbol error rate of the receiving system using the joint equalization and frequency offset estimation device in the burst coherent optical fiber communication of the present invention. As shown in Figure 5, the dotted line represents the case of equalization only, and the solid line represents the case of joint use of equalization and frequency offset estimation, and the equalization step size used in each curve is the optimal step size.

表2为光纤传输距离为100km,不同频偏下所用的均衡模块1最佳步长。Table 2 shows the optimal step size of the equalization module 1 used under different frequency offsets when the optical fiber transmission distance is 100 km.

频偏大小(Hz)Frequency offset (Hz) 1M1M 10M10M 100M100M 500M500M 均衡balanced 0.0020.002 0.050.05 0.10.1 - 均衡与频偏估计Equalization and Frequency Offset Estimation 0.0010.001 0.0010.001 0.0010.001 0.0010.001

表2Table 2

如图5所示,在只有均衡的情况下,接收系统所能容忍的频偏非常小,当频偏值增加到100M时,即使再高的光信噪比OSNR,接收系统的误符号率SER都很高;而采用联合均衡和频偏估计装置的情况下,在频偏增加到200M的时候,在最佳迭代步长下,接收系统的误符号率SER明显降低,并且随着光信噪比的增加,接收系统的误符号率SER进一步降低。可见联合均衡与频偏估计装置可以使突发相干光纤通信接收系统性能得到很大的提高。As shown in Figure 5, in the case of equalization only, the frequency offset that the receiving system can tolerate is very small. When the frequency offset value increases to 100M, even if the optical signal-to-noise ratio OSNR is high, the symbol error rate of the receiving system SER are very high; while using the joint equalizer and frequency offset estimation device, when the frequency offset increases to 200M, under the optimal iteration step size, the symbol error rate SER of the receiving system is significantly reduced, and with the optical signal noise With the increase of the ratio, the symbol error rate SER of the receiving system is further reduced. It can be seen that the joint equalization and frequency offset estimation device can greatly improve the performance of the burst coherent optical fiber communication receiving system.

尽管上面对本发明说明性的具体实施方式进行了描述,以便于本技术领域的技术人员理解本发明,但应该清楚,本发明不限于具体实施方式的范围,对本技术领域的普通技术人员来讲,只要各种变化在所附的权利要求限定和确定的本发明的精神和范围内,这些变化是显而易见的,一切利用本发明构思的发明创造均在保护之列。Although the illustrative specific embodiments of the present invention have been described above, so that those skilled in the art can understand the present invention, it should be clear that the present invention is not limited to the scope of the specific embodiments. For those of ordinary skill in the art, As long as various changes are within the spirit and scope of the present invention defined and determined by the appended claims, these changes are obvious, and all inventions and creations using the concept of the present invention are included in the protection list.

Claims (4)

1.一种突发相干光纤通信中的联合均衡和频偏估计装置,其特征在于包括:1. A joint equalization and frequency offset estimation device in burst coherent optical fiber communication, characterized in that it comprises: 一均衡模块,接收经AD采样量化后的信号rk进行均衡处理,根据判决模块反馈的前一个信号rk-1的判决值和频偏估计模块反馈的前一个信号rk-1的累积频偏θk-1进行均衡抽头权值系数的迭代更新:An equalization module, which receives the signal r k quantized by AD sampling and carries out equalization processing, according to the judgment value of the previous signal r k-1 fed back by the judgment module The cumulative frequency offset θ k-1 of the previous signal r k-1 fed back by the frequency offset estimation module performs iterative update of the equalization tap weight coefficient: CC kk == CC kk -- 11 -- ΔΔ ϵϵ kk -- 11 rr kk -- 11 ** 其中,Ck、Ck-1分别是第k个和第k-1个信号通过均衡模块时的均衡抽头权值系数;rk-1是第k-1个信号的接收信号样值;Δ是迭代步长,为正数,由用户设置,需设置为足够小以确保迭代过程能够收敛;εk-1是第k-1个信号得到的误差信号,其计算公式为:Among them, C k and C k-1 are the equalization tap weight coefficients when the kth and k-1th signals pass through the equalization module respectively; r k-1 is the received signal sample value of the k-1th signal; Δ is the iteration step size, which is a positive number and is set by the user. It needs to be set small enough to ensure that the iteration process can converge; ε k-1 is the error signal obtained from the k-1th signal, and its calculation formula is: ϵϵ kk -- 11 == mm ~~ kk -- 11 -- mm ^^ kk -- 11 ·· ee jj θθ kk -- 11 其中,是第k-1个信号通过均衡模块后的均衡值,是判决模块对经过频偏补偿后得到的信号的判决值,θk-1表示第k-1个信号通过频偏估计模块得到的累积频偏;in, is the equalized value of the k-1th signal after passing through the equalized module, is the decision module pair The decision value of the signal obtained after frequency offset compensation, θ k-1 represents the cumulative frequency offset obtained by the k-1th signal through the frequency offset estimation module; 均衡模块根据均衡抽头权值系数Ck对信号rk进行均衡,输出均衡值传送给判决模块和频偏模块;The equalization module equalizes the signal r k according to the equalization tap weight coefficient C k , and outputs the equalized value Send to the judgment module and the frequency offset module; 一判决模块,接收均衡值并从存储器中读取累积频偏θk-1,计算均衡值的频偏补偿信号并进行判决,输出判决值传送给频偏估计模块并反馈给均衡模块;A judgment module, receiving the equalization value And read the cumulative frequency offset θ k-1 from the memory, and calculate the equalization value The frequency offset compensation signal And make a judgment, output the judgment value Send to the frequency offset estimation module and feed back to the equalization module; 一频偏估计模块,接收均衡模块传送的均衡值和判决模块传送的判决值均衡值信号相位表示为φd,k+kΔωT+φn,k,其中φd,k表示调制相位,kΔωT表示频偏引入的相位误差,φnk是高斯噪声引起的相位误差,判决值信号相位为φd,k,计算前k个信号的累积相位误差估计值z_tmpkA frequency offset estimation module, receiving the equalization value transmitted by the equalization module and the judgment value transmitted by the judgment module Equilibrium value The signal phase is expressed as φ d,k +kΔωT+φ n,k , where φ d,k represents the modulation phase, kΔωT represents the phase error introduced by frequency offset, φ nk is the phase error caused by Gaussian noise, and the decision value The signal phase is φ d,k , calculate the cumulative phase error estimate z_tmp k of the first k signals: zz __ tmptmp kk == (( mm ~~ kk ·&Center Dot; mm ^^ kk ** )) == φφ dd ,, kk ++ kΔωTkΔωT ++ φφ nno ,, kk -- φφ dd ,, kk == kΔωTkΔωT ++ φφ nno ,, kk 计算第k个信号的相位误差估计值αkCompute the phase error estimate α k for the kth signal: αk=z_tmpk·(z_tmp_delayk-1)*=kΔωT+φn,k-[(k-1)ΔωT+φn,k-1]=ΔωT+φn,kn,k-1 α k =z_tmp k ·(z_tmp_delay k-1 ) * =kΔωT+φ n,k -[(k-1)ΔωT+φ n,k-1 ]=ΔωT+φ n,kn,k-1 其中z_tmp_delayk-1由前k-1个信号的累积相位误差估计值z_tmpk-1延迟一拍得到;Among them, z_tmp_delay k-1 is obtained by delaying one beat of the cumulative phase error estimate z_tmp k-1 of the previous k-1 signals; 对相位误差估计值αk进行求角度操作得到角度值βk,如果角度值βk在[-π,π]范围内则将相位误差估计值αk送入滤波器抑制噪声相位,否则将相位误差估计值αk丢弃;经滤波器抑制噪声相位后得到频偏估计值ΔωT,计算前k个信号的累积频偏θk=θk-1+ΔωT;Perform an angle calculation operation on the phase error estimate α k to obtain the angle value β k , if the angle value β k is within the range of [-π, π], then send the phase error estimate α k to the filter to suppress the noise phase, otherwise the phase The error estimate value α k is discarded; the frequency offset estimate value ΔωT is obtained after the noise phase is suppressed by the filter, and the cumulative frequency offset θ k of the first k signals is calculated = θ k-1 + ΔωT; 频偏估计模块将累积频偏θk传送给存储器并反馈给均衡模块;The frequency offset estimation module transmits the accumulated frequency offset θ k to the memory and feeds it back to the equalization module; 一存储器,存储累积频偏,先取出前k-1个信号的累积频偏θk-1传送给判决模块,再接收频偏估计模块传送的前k个信号的累积频偏θkA memory for storing cumulative frequency offsets, first fetching the cumulative frequency offsets θ k-1 of the first k-1 signals and sending them to the decision module, and then receiving the cumulative frequency offsets θ k of the first k signals transmitted by the frequency offset estimation module. 2.根据权利要求1所述的联合均衡和频偏估计装置,其特征在于,所述均衡模块为基于LMS算法的自适应均衡器,包括一系列FIR滤波器。2. The joint equalization and frequency offset estimation device according to claim 1, wherein the equalization module is an adaptive equalizer based on the LMS algorithm, comprising a series of FIR filters. 3.根据权利要求1所述的联合均衡和频偏估计装置,其特征在于,所述频偏估计模块中包括一存储器,用于存储累积相位误差估计值z_tmpk,先取出z_tmpk-1进行延迟一拍处理得到z_tmp_delayk-1使其与z_tmpk同步,再写入z_tmpk信号。3. The combined equalization and frequency offset estimation device according to claim 1, wherein the frequency offset estimation module includes a memory for storing the cumulative phase error estimate z_tmpk , and z_tmpk-1 is taken out earlier for Delay one beat to get z_tmp_delay k-1 to synchronize with z_tmp k , and then write z_tmp k signal. 4.根据权利要求1所述的联合均衡和频偏估计装置,其特征在于,所述均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1的初始值通过训练序列进行初始化得到,初始化过程为:4. The joint equalization and frequency offset estimation device according to claim 1, characterized in that, said equalization tap weight coefficient C k-1 , error signal ε k-1 , cumulative phase error estimate z_tmp k-1 , The initial value of the cumulative frequency offset θ k-1 is obtained by initializing the training sequence, and the initialization process is: 训练序列pilotk,长度为L,L由用户设置,需大于频偏估计模块中滤波器滑窗的长度l,并考虑到突发频偏的发散符号个数要求,L需足够长以保证可使均衡模块收敛;训练序列pilotk经模拟干扰处理后得到信号序列RkThe length of the training sequence pilot k is L. L is set by the user and must be greater than the length l of the sliding window of the filter in the frequency offset estimation module. Considering the requirement for the number of divergent symbols of the burst frequency offset, L must be long enough to ensure Make the equalization module converge; the training sequence pilot k obtains the signal sequence R k after being processed by analog interference; 均衡模块接收信号序列Rk,均衡抽头权值系数始终为Ck=1;信号R1经过均衡模块生成第1个均衡值 信号R2经过均衡模块生成第2个均衡值 将z_tmp1延迟一拍生成z_tmp_delay1,相位误差估计值α2=z_tmp2·(z_tmp_delay1)*,对α2取角度得到第1个角度值β2;对信号序列Rk重复进行与第2个信号相同的处理,直到信号Rl+1时,角度值累积至l个,l个角度值一起进入滤波器抑制噪声相位得到第1个频偏估计值θl+1,得到误差信号 The equalization module receives the signal sequence R k , and the equalization tap weight coefficient is always C k =1; the signal R 1 generates the first equalization value through the equalization module Signal R 2 passes through the equalization module to generate the second equalized value Delay z_tmp 1 by one beat to generate z_tmp_delay 1 , phase error estimate α 2 = z_tmp 2 ·(z_tmp_delay 1 ) * , take an angle to α 2 to get the first angle value β 2 ; repeat the signal sequence R k with the second The signals are processed in the same way until the signal R l+1 , the angle value is accumulated to l, and the l angle values enter the filter to suppress the noise phase together to obtain the first frequency offset estimation value θ l+1 , and the error signal is obtained 均衡抽头权值系数开始迭代更新Cl+2=Cl+1-Δεl+1Rl+1 *=1-Δεl+1Rl+1 *,信号Rl+2经过均衡模块得到均衡值进行频偏估计得到第1个累积频偏θl+2;之后采用迭代更新的均衡抽头权值系数对信号序列Rk进行联合均衡和频偏估计,其中Ck=Ck-1-Δεk-1Rk-1 *直到训练序列结束完成均衡抽头权值系数的初始化,此时均衡模块收敛,用此时的CL、εL、z_tmpL、θL作为均衡抽头权值系数Ck-1、误差信号εk-1、累积相位误差估计值z_tmpk-1、累积频偏θk-1的初始值。The equalization tap weight coefficient starts to be iteratively updated C l+2 =C l+1 -Δε l+1 R l+1 * =1-Δε l+1 R l+1 * , the signal R l+2 is equalized through the equalization module value Perform frequency offset estimation to obtain the first cumulative frequency offset θ l+2 ; then use the iteratively updated equalization tap weight coefficient to perform joint equalization and frequency offset estimation on the signal sequence R k , where C k =C k-1 -Δε k -1 R k-1 * , The initialization of the equalization tap weight coefficient is completed until the end of the training sequence. At this time, the equalization module converges, and the current C L , ε L , z_tmp L , and θ L are used as the equalization tap weight coefficient C k-1 and the error signal ε k- 1. Initial values of the cumulative phase error estimate z_tmp k-1 and the cumulative frequency offset θ k-1 .
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