[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

CN103298101B - A kind of code subcarrier synchronization realizing method of wide region - Google Patents

A kind of code subcarrier synchronization realizing method of wide region Download PDF

Info

Publication number
CN103298101B
CN103298101B CN201310245034.2A CN201310245034A CN103298101B CN 103298101 B CN103298101 B CN 103298101B CN 201310245034 A CN201310245034 A CN 201310245034A CN 103298101 B CN103298101 B CN 103298101B
Authority
CN
China
Prior art keywords
synchronization
carrier
value
frequency
code
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201310245034.2A
Other languages
Chinese (zh)
Other versions
CN103298101A (en
Inventor
许华
沈海鸥
李晓东
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Air Force Engineering University of PLA
Original Assignee
Air Force Engineering University of PLA
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Air Force Engineering University of PLA filed Critical Air Force Engineering University of PLA
Priority to CN201310245034.2A priority Critical patent/CN103298101B/en
Publication of CN103298101A publication Critical patent/CN103298101A/en
Application granted granted Critical
Publication of CN103298101B publication Critical patent/CN103298101B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Synchronisation In Digital Transmission Systems (AREA)

Abstract

本发明涉及一种宽范围的码辅助载波同步实现方法,将码辅助载波同步分为粗同步和细同步两部分。首先以最大化评价函数为准则,利用二维搜索窗算法将载波偏移限制在一定范围内,然后再选择具有较大参数估计范围且复杂度较低的精估计算法来准确实现载波恢复。本发明的优势在于能够大幅提高同步范围,具有较高的估计精度,可以有效实现载波同步,且获得接近理想同步的译码性能。

The invention relates to a method for implementing wide-range code-assisted carrier synchronization, which divides the code-assisted carrier synchronization into two parts: coarse synchronization and fine synchronization. Firstly, based on the criterion of maximizing the evaluation function, the two-dimensional search window algorithm is used to limit the carrier offset within a certain range, and then the fine estimation algorithm with a larger parameter estimation range and lower complexity is selected to accurately realize carrier recovery. The advantages of the present invention are that it can greatly increase the synchronization range, has high estimation accuracy, can effectively realize carrier synchronization, and obtain decoding performance close to ideal synchronization.

Description

一种宽范围的码辅助载波同步实现方法A Wide Range Code-Assisted Carrier Synchronization Method

技术领域technical field

本发明属于通信中的解调同步技术领域,具体涉及一种宽范围的码辅助载波同步实现方法。The invention belongs to the technical field of demodulation and synchronization in communication, and in particular relates to a method for implementing wide-range code-assisted carrier synchronization.

背景技术Background technique

无线通信系统中,调制后的数据序列经过各种类型的信道传输,由于受到发射接收振荡器频率的不稳定、振荡器漂移及收发滤波器不匹配等因素的影响,使得接收信号不可避免地引入载波偏差。在相干解调时,接收机必须借助各种载波同步方法尽可能准确、快速地估计载波偏差的值,产生一个与发送端调制载波同频同相的相干载波,以还原出与发射端相一致的调制数据序列。可见,载波同步技术是接收机中的一项关键技术,其性能的好坏是评价接收机性能的重要标准,如何有效地进行载波同步以便能够正确地解调信号、保证信息的可靠传输,解决这个问题对于整个通信系统至关重要。In the wireless communication system, the modulated data sequence is transmitted through various types of channels. Due to the influence of factors such as the instability of the transmitting and receiving oscillator frequency, oscillator drift, and mismatching of the transmitting and receiving filters, the received signal is inevitably introduced. carrier deviation. During coherent demodulation, the receiver must use various carrier synchronization methods to estimate the value of the carrier deviation as accurately and quickly as possible, and generate a coherent carrier with the same frequency and phase as the modulated carrier at the transmitting end, so as to restore the same frequency as the transmitting end. Modulates the data sequence. It can be seen that the carrier synchronization technology is a key technology in the receiver, and its performance is an important criterion for evaluating the performance of the receiver. How to effectively carry out carrier synchronization so as to demodulate the signal correctly and ensure the reliable transmission of information, solve the problem of This question is critical to the entire communication system.

一方面,在非合作解调中,传统的非数据辅助(Non-Data-Aided,NDA)载波同步方法不能充分利用信号中的隐含信息,尤其在低信噪比条件下,信号受噪声的干扰较大,会使得参数估计发生较大偏差。另一方面,由于低密度奇偶校验(LowDensityParityCheck,LDPC)码在低信噪比环境下具有很强的纠错能力,性能十分接近香农限,已被广泛应用于各种通信系统中。这使得码辅助(Code-Aided,CA)载波同步成为近些年的研究热点,其将译码软信息引入到同步参数的估计过程,可以大大降低同步电路能够有效工作的信噪比区间,使得采用传统同步方法不能处理的通信线路得到高质量的解调。另外,这种码辅助的同步方法还可以应用到合作解调中,从而进一步节省通信功率。On the one hand, in non-cooperative demodulation, the traditional Non-Data-Aided (NDA) carrier synchronization method cannot make full use of the implicit information in the signal, especially under the condition of low signal-to-noise ratio, the signal is affected by noise If the interference is large, the parameter estimation will have a large deviation. On the other hand, due to the low density parity check (LowDensityParityCheck, LDPC) code has a strong error correction ability in a low signal-to-noise ratio environment, and its performance is very close to the Shannon limit, it has been widely used in various communication systems. This makes Code-Aided (CA) carrier synchronization a research hotspot in recent years. It introduces decoding soft information into the estimation process of synchronization parameters, which can greatly reduce the SNR range in which the synchronization circuit can work effectively, making Communication lines that cannot be handled by conventional synchronization methods are demodulated with high quality. In addition, this code-assisted synchronization method can also be applied to cooperative demodulation, thereby further saving communication power.

为了能够在低信噪比环境下有效实现解调同步,通常需要采用大码长和低码率的LDPC码,码辅助同步方法可充分利用大量符号的编码信息,具有较高的估计精度,然而却表现出参数估计范围小的问题,这是由于较大的频偏和相偏会大幅降低输入译码器的信号功率,导致译码软信息的值不可靠,进而使得同步器和译码器均无法收敛,尤其是较大的残留频偏会导致LDPC译码性能的严重恶化。其次,码辅助同步方法需要利用LDPC译码器输出的软信息迭代更新同步参数估计值,而LDPC码通常采用对数域的置信传播(BeliefPropagation,BP)原理实现迭代译码,频率估计中通常采用的最大值搜索引入了较高的运算量,且在低信噪比条件下,为使译码器和同步器收敛需要较多的迭代次数。In order to effectively achieve demodulation synchronization in a low SNR environment, it is usually necessary to use LDPC codes with large code length and low code rate. The code-assisted synchronization method can make full use of the coding information of a large number of symbols and has high estimation accuracy. However, it shows the problem of small parameter estimation range. This is because the large frequency offset and phase offset will greatly reduce the signal power input to the decoder, resulting in unreliable decoding of soft information, which in turn makes the synchronizer and decoder Neither of them can converge, especially the large residual frequency offset will lead to serious deterioration of LDPC decoding performance. Secondly, the code-assisted synchronization method needs to use the soft information output by the LDPC decoder to iteratively update the estimated value of the synchronization parameters, and the LDPC code usually uses the logarithmic domain Belief Propagation (BP) principle to realize iterative decoding, and the frequency estimation usually uses The search for the maximum value of , introduces a high amount of calculation, and under the condition of low signal-to-noise ratio, more iterations are needed to make the decoder and synchronizer converge.

发明内容Contents of the invention

要解决的技术问题technical problem to be solved

为了避免现有技术的不足之处,本发明提出一种宽范围的码辅助载波同步实现方法,是一种可兼顾载波同步参数估计范围、估计精度、复杂度要求的编码辅助同步方案,使得码辅助同步方法在低信噪比环境下的优势得以充分发挥,适用于低信噪比条件下通信系统的载波同步。In order to avoid the deficiencies of the prior art, the present invention proposes a wide-range code-assisted carrier synchronization implementation method, which is a code-assisted synchronization scheme that can take into account the carrier synchronization parameter estimation range, estimation accuracy, and complexity requirements, so that the code The advantage of the auxiliary synchronization method in the environment of low signal-to-noise ratio can be brought into full play, and it is suitable for the carrier synchronization of the communication system under the condition of low signal-to-noise ratio.

技术方案Technical solutions

一种宽范围的码辅助载波同步实现方法,其特征在于步骤如下:A wide range of code-assisted carrier synchronization implementation method is characterized in that the steps are as follows:

步骤1:将接收信号序列rk可偏移的最大相位、频率值作为相位-频率二维搜索空间的边界,在此空间内等间隔的选择n个离散的相位-频率点(θi,Δfj),并分别利用下式对接收信号进行载波偏差的补偿:Step 1: Take the maximum phase and frequency values that can be shifted by the received signal sequence r k as the boundary of the phase-frequency two-dimensional search space, and select n discrete phase-frequency points (θ i , Δf j ), and use the following formula to compensate the carrier deviation of the received signal:

rr kk ′′ == rr kk ·&Center Dot; ee -- jj (( θθ ii ++ 22 πkΔπkΔ ff jj TT ))

式中,k=0,1,2…K-1,K是信道编码的码元长度,T是码元间隔周期;In the formula, k=0,1,2...K-1, K is the symbol length of channel coding, and T is the symbol interval period;

对n个补偿后的信号rk′依次进行解调、译码;Demodulate and decode n compensated signals r k ′ sequentially;

步骤2:将各组译码输出的K个软信息L(ck)取绝对值后进行门限判决,选择大于门限值的|L(ck)|进行累加并求平均得然后比较n个值的大小,选择最大时对应的那个相位-频率点作为粗同步的估计值而其对应的已补偿信号rk′即为载波细同步的输入信号ykStep 2: Take the absolute value of the K pieces of soft information L(c k ) output by each group of decoding and then make a threshold judgment, select |L(c k )| that is greater than the threshold value to accumulate and average to obtain Then compare n The size of the value, choose The phase-frequency point corresponding to the maximum is used as the estimated value of coarse synchronization And its corresponding compensated signal r k ′ is the input signal y k of carrier fine synchronization;

步骤3:对载波细同步进行初始化,令迭代次数i=0,计数器设细同步的最大迭代次数为I;Step 3: Initialize the fine synchronization of the carrier, set the number of iterations i=0, and the counter Let the maximum number of iterations of fine synchronization be 1;

步骤4:利用更新载波细同步的输入信号向量:Step 4: Leverage and Update the input signal vector for carrier fine synchronization:

ythe y kk (( ii )) == ythe y kk ·&Center Dot; ee -- jj (( θθ ^^ xx (( ii )) ++ 22 πkΔπkΔ ff ^^ xx (( ii )) TT ))

对信号进行解调、译码得输出软信息Li(ck),然后采用与步骤2同样的方法得 on signal Demodulate and decode to get the output soft information L i (c k ), and then use the same method as step 2 to get

步骤5:当i>1时,计算第i次和第i-1次迭代所得的差值,如果计数器count加1,否则计数器清零;若i=1则直接跳过此步,直接进行步骤6;Step 5: When i>1, calculate the i-th iteration and the i-1th iteration difference, if Add 1 to the counter count, otherwise the counter is cleared; if i=1, skip this step directly and go directly to step 6;

步骤6:利用步骤4中大于门限值的|Li(ck)|所对应的Li(ck)通过下式求调制星座图上所有可能符号对后验概率的均值 Step 6: Use the L i (c k ) corresponding to |L i (c k )| greater than the threshold value in step 4 to calculate the mean value of the posterior probability of all possible symbols on the modulation constellation diagram by the following formula

式中,M是星座点的个数,ak是接收到的调制码元序列,Am是调制星座图上第m个点的值,tanh是双曲正切运算;In the formula, M is the number of constellation points, a k is the received modulation symbol sequence, A m is the value of the mth point on the modulation constellation diagram, and tanh is the hyperbolic tangent operation;

步骤7:利用进行频偏估计,利用简化的EM估计方法Step 7: Leverage For frequency offset estimation, use the simplified EM estimation method

通过最大值搜索即可得到频率偏移的估计值,搜索区间利用EM算法的恒收敛特性根据前两次的迭代结果自适应地减小下一次频率搜索区间的大小,第i+2次迭代的参数的搜索区间为:The estimated value of the frequency offset can be obtained by searching the maximum value. The search interval uses the constant convergence characteristic of the EM algorithm to adaptively reduce the size of the next frequency search interval according to the results of the first two iterations. The search interval for the parameters is:

ΔΔ ff ^^ xx (( ii ++ 22 )) ∈∈ (( ΔΔ ff ^^ xx (( ii ++ 11 )) -- ff xx (( ii ++ 11 )) ,, ΔΔ ff ^^ xx (( ii ++ 11 )) ++ ff xx (( ii ++ 11 )) ))

其中, f x ( i + 1 ) = | Δ f ^ x ( i + 1 ) - Δ f ^ x ( i ) | ; in, f x ( i + 1 ) = | Δ f ^ x ( i + 1 ) - Δ f ^ x ( i ) | ;

步骤8:利用进行相偏估计,且令n=n+1;Step 8: Leverage To make a bias estimate, And let n=n+1;

步骤9:重复上述步骤(4)~(8),直到count=P或i=I时,得到载波偏差精估计值退出迭代循环,执行下一步;Step 9: Repeat the above steps (4) to (8) until count=P or i=I, and obtain the precise estimated value of the carrier deviation and Exit the iterative loop and execute the next step;

步骤10:利用最终得到的载波偏差精估计值对细同步输入信号yk进行补偿得zk再经过解调、译码判决之后即可恢复出发送端的原始信息。Step 10: Use the final fine estimate of carrier offset and Compensate the fine synchronous input signal y k to get z k : After demodulation, decoding and judgment, the original information of the sending end can be recovered.

采用基于自相关函数的频偏估计方法替代步骤7的简化的EM估计方法,首先由去除信号中的调制信息得 然后求的自相关函数值R(m),再采用长度为K/2的矩形窗,根据对K/2-1个相邻自相关函数的差分复值进行平滑和取相角的顺序不同,对应的频偏估计公式分别为: Δ f ^ x ( i ) = 1 2 πT arg { Σ m = 0 K / 2 R ( m ) R * ( m - 1 ) } Δ f ^ x ( i + 1 ) = 1 2 πT Σ m = 2 K / 2 arg [ R ( m ) R * ( m - 1 ) ] . Using the frequency offset estimation method based on the autocorrelation function to replace the simplified EM estimation method in step 7, first by The modulation information in the signal is removed then ask The autocorrelation function value R(m), and then use a rectangular window with a length of K/2, according to the smoothing of the differential complex values of K/2-1 adjacent autocorrelation functions and the order of taking phase angles, the corresponding The frequency offset estimation formulas are: Δ f ^ x ( i ) = 1 2 πT arg { Σ m = 0 K / 2 R ( m ) R * ( m - 1 ) } Δ f ^ x ( i + 1 ) = 1 2 πT Σ m = 2 K / 2 arg [ R ( m ) R * ( m - 1 ) ] .

所述步骤的门限为Lm,且Lm=2~4。The threshold of the step is L m , and L m =2-4.

所述λ=0.01~0.1。The said λ=0.01~0.1.

有益效果Beneficial effect

本发明提出的一种宽范围的码辅助载波同步实现方法,将码辅助载波同步分为粗同步和细同步两部分。首先以最大化评价函数为准则,利用二维搜索窗算法将载波偏移限制在一定范围内,然后再选择具有较大参数估计范围且复杂度较低的精估计算法来准确实现载波恢复。本发明的优势在于能够大幅提高同步范围,具有较高的估计精度,可以有效实现载波同步,且获得接近理想同步的译码性能。本发明的特点是:The invention proposes a method for implementing wide-range code-assisted carrier synchronization, which divides the code-assisted carrier synchronization into two parts: coarse synchronization and fine synchronization. Firstly, based on the criterion of maximizing the evaluation function, the two-dimensional search window algorithm is used to limit the carrier offset within a certain range, and then the fine estimation algorithm with a larger parameter estimation range and lower complexity is selected to accurately realize carrier recovery. The advantages of the present invention are that it can greatly increase the synchronization range, has high estimation accuracy, can effectively realize carrier synchronization, and obtain decoding performance close to ideal synchronization. The features of the present invention are:

⑴在载波粗同步部分,将译码输出软信息L(ck)的绝对值作为比特判决可靠性的量度,其均值的大小是同步器和译码器是否趋于收敛的重要评判标准,即当估计并用于补偿的载波偏差最准确时,L(ck)绝对值的均值达到最大。(1) In the carrier coarse synchronization part, the absolute value of the decoding output soft information L(c k ) is used as a measure of the reliability of the bit decision, and the average value is an important criterion for judging whether the synchronizer and the decoder tend to converge, namely When the carrier offset estimated and used for compensation is most accurate, the mean value of the absolute value of L(c k ) to reach maximum.

⑵通过并行处理来缩短粗同步中搜索引入的同步时延。⑵Shorten the synchronization delay introduced by the search in coarse synchronization through parallel processing.

⑶通过设定门限值选择判决可靠性较高的符号,通过选择性得进行译码判决反馈来减少不可靠的计算点数,进一步降低乘法运算次数。这一特点在步骤2和步骤4中都有体现。(3) By setting the threshold value to select symbols with high decision reliability, and by selectively performing decoding decision feedback to reduce the number of unreliable calculation points and further reduce the number of multiplication operations. This feature is reflected in both step 2 and step 4.

⑷提出一种新的提前停止迭代判决准则,即根据的值是否趋于平稳来决定迭代的进行与否,相比于其他固定次数的迭代,避免了不必要的迭代次数,降低了运算量。(4) Propose a new judgment criterion for stopping the iteration early, that is, according to Whether the value of the value tends to be stable determines whether the iteration is performed or not. Compared with other fixed number of iterations, unnecessary iterations are avoided and the amount of calculation is reduced.

⑸针对频偏精估计中搜索过程引入的较高计算量,给出了两种解决方法,一是采用自适应减小的搜索窗取代固定窗,逐步减小的搜索区间必然会导致比固定区间更小的计算量;二是采用自相关函数的频偏估计方法,利用后验均值去调制后将频偏估计转化为复高斯白噪声中复单频信号的频率估计问题,有效地避免了迭代搜索产生的较大计算复杂度。(5) In view of the high calculation amount introduced in the search process in the fine frequency offset estimation, two solutions are given. One is to replace the fixed window with an adaptively reduced search window. The gradually reduced search interval will inevitably lead to Smaller calculation amount; the second is to use the frequency offset estimation method of the autocorrelation function, using the posterior mean After demodulation, the frequency offset estimation is transformed into the frequency estimation problem of complex single-frequency signal in complex Gaussian white noise, which effectively avoids the large computational complexity caused by iterative search.

附图说明Description of drawings

图1是宽范围的码辅助载波同步的实现框图;Fig. 1 is the realization block diagram of wide-ranging code-assisted carrier synchronization;

图2是载波粗同步的实现框图;Fig. 2 is the realization block diagram of carrier coarse synchronization;

图3是载波细同步的实现框图;Fig. 3 is the realization block diagram of carrier fine synchronization;

图4是载波细同步中自相关函数法频偏估计的实现框图。Fig. 4 is a realization block diagram of frequency offset estimation by autocorrelation function method in carrier fine synchronization.

具体实施方式detailed description

现结合实施例、附图对本发明作进一步描述:Now in conjunction with embodiment, accompanying drawing, the present invention will be further described:

本发明实现的码辅助载波同步由两大模块组成,一个是以最大化评价函数为准则的粗同步,一个是采用具有较大参数估计范围且复杂度较低的精估计算法的细同步。The code-assisted carrier synchronization realized by the present invention is composed of two modules, one is coarse synchronization based on the criterion of maximizing the evaluation function, and the other is fine synchronization using fine estimation algorithm with large parameter estimation range and low complexity.

考虑LDPC编码方式下的BPSK调制系统,信号通过加性高斯白噪声信道,在假定理想码元定时恢复、理想帧同步,忽略信号增益及码间串扰的条件下,仅研究接收端载波偏移的影响。Considering the BPSK modulation system under the LDPC coding method, the signal passes through the additive white Gaussian noise channel, under the assumption of ideal symbol timing recovery, ideal frame synchronization, and neglecting the signal gain and intersymbol interference, only the carrier offset of the receiving end is studied. influences.

图1是本实例的原理实现框图,利用译码器反馈的软信息L(ck)依次进行载波粗同步和精同步,用粗估计得到的大频偏和大相偏对接收信号进行补偿后,将接收信号的剩余载波偏移限制在一定范围内,然后用精估计算法对其估计并补偿后进行BPSK解调,再经译码、硬判决之后即可恢复出原始发送信息。Figure 1 is a block diagram of the realization of the principle of this example. The soft information L(c k ) fed back by the decoder is used to carry out coarse synchronization and fine synchronization of the carrier in turn, and the received signal is compensated by the large frequency offset and large phase offset obtained by rough estimation. , to limit the remaining carrier offset of the received signal within a certain range, then use the fine estimation algorithm to estimate and compensate it, and then perform BPSK demodulation, and then restore the original sent information after decoding and hard decision.

图2是本实例载波粗同步的原理实现框图,在由最大载波偏移量确定的二维相位-频率空间里,采用搜索窗算法,即选择均匀离散的n个相位-频率点(θi,Δfj),分别用它们对接收信号的载波偏移进行补偿,经过解调、译码之后,对于每一组的译码输出软信息L(ck),设置门限Lm,当|L(ck)|≤Lm时,直接将L(ck)置零,对于剩下判决可靠性较高的符号,将其译码软信息绝对值的均值作为新的评价函数,选择出值最大时对应的那个相位-频率点作为载波参数的粗估计而其对应的已补偿信号即为载波细同步的输入信号ykFigure 2 is a block diagram of the realization of the principle of carrier coarse synchronization in this example. In the two-dimensional phase-frequency space determined by the maximum carrier offset, the search window algorithm is used, that is, n uniformly discrete phase-frequency points (θ i , Δf j ), respectively use them to compensate the carrier offset of the received signal, after demodulation and decoding, for each group of decoding output soft information L(c k ), set the threshold L m , when |L( When c k )|≤L m , directly set L(c k ) to zero, and for the remaining symbols with high decision reliability, decode the mean value of the absolute value of soft information As a new evaluation function, choose The phase-frequency point corresponding to the maximum value is used as a rough estimate of the carrier parameter The corresponding compensated signal is the carrier finely synchronized input signal y k .

图3是本实例载波细同步的原理实现框图,主要由四部分组成。一是有选择性地进行译码判决反馈,这对应到图中即为在LDPC译码器后增加一个门限Lm判决器,当|L(ck)|≤Lm时,直接将L(ck)置零。二是利用新的同步迭代停止判决器来减少不必要的迭代次数,对于上一步中剩余判决可靠性较高的符号,对它们的译码软信息取绝对值的均值通过设置两个检测是否趋于平稳的重要参数,一个是门限λ,用来表征的变化是否足够小;另一个是深度因子P,用来判断逐渐平稳的趋势是否连续。具体判决方法是通过预先设定一个很小的参考值λ,在第i次迭代结束后,取该次迭代以及之前P次迭代的并将每相邻两次迭代的值相减取绝对值,若所有结果都小于λ,我们就认为已经趋于平稳,从而停止同步迭代。三是针对原有频偏估计器中搜索过程引入的较高计算量,给出两种较简单的估计器。第一种是在原EM频偏估计器基础上的简化,即在估计过程中用自适应减小的搜索窗取代固定窗。具体来说,是根据前两次的迭代结果自适应地调整下一次频率搜索区间的大小,即有 Δ f ^ ( n + 2 ) ∈ ( Δ f ^ ( n + 1 ) - f c ( n + 1 ) , Δ f ^ ( n + 1 ) + f c ( n + 1 ) ) , 其中, f c ( n + 1 ) = | Δ f ^ ( n + 1 ) - Δ f ^ ( n ) | . 第二种是基于自相关函数的频偏估计器,详见图4。四是基于最大似然准则的相偏估计器。通过频偏、相偏估计出准确的载波偏差后对接收信号yk补偿,即可实现完整的载波同步。Fig. 3 is a block diagram of the implementation principle of carrier fine synchronization in this example, which mainly consists of four parts. One is to selectively perform decoding decision feedback, which corresponds to the figure in which a threshold L m decision device is added after the LDPC decoder. When |L(c k )|≤L m , L( c k ) is set to zero. The second is to use the new synchronous iteration to stop the decision device to reduce unnecessary iterations. For the symbols with high reliability of the remaining decisions in the previous step, take the mean value of the absolute value of their decoding soft information By setting two detection An important parameter whether it tends to be stable, one is the threshold λ, which is used to characterize Whether the change is small enough; the other is the depth factor P, which is used to judge Whether the gradually plateauing trend is continuous. The specific judgment method is to set a small reference value λ in advance, and after the i-th iteration, take this iteration and the previous P iterations and every two adjacent iterations value subtraction to take the absolute value, if all the results are less than λ, we consider has plateaued, thus stopping synchronous iterations. The third is to provide two simpler estimators for the higher calculation amount introduced by the search process in the original frequency offset estimator. The first is the simplification based on the original EM frequency offset estimator, that is, the fixed window is replaced by an adaptively reduced search window in the estimation process. Specifically, the size of the next frequency search interval is adaptively adjusted according to the results of the previous two iterations, that is, Δ f ^ ( no + 2 ) ∈ ( Δ f ^ ( no + 1 ) - f c ( no + 1 ) , Δ f ^ ( no + 1 ) + f c ( no + 1 ) ) , in, f c ( no + 1 ) = | Δ f ^ ( no + 1 ) - Δ f ^ ( no ) | . The second is a frequency offset estimator based on an autocorrelation function, see Figure 4 for details. The fourth is a phase bias estimator based on the maximum likelihood criterion. Estimate the accurate carrier offset by frequency offset and phase offset and Afterwards, the received signal y k is compensated to realize complete carrier synchronization.

图4是本实例载波细同步中基于自相关函数的频偏估计器的原理实现框图,首先利用后验均值与输入信号yk相乘以去除信号中的调制信息得xk,然后求xk的自相关函数值R(m),并在一定窗口内对所有依次相邻的自相关函数值共轭相乘后取相位角进行频差估计,对这些相互统计独立的估计值进行一定的加权处理即可获得抗噪声性能好的估计算法,简单起见,本例采用长度为K/2的矩形窗,根据对K/2-1个相邻自相关函数的差分复值进行平滑和取相角的顺序不同,频偏估计公式分为以下两种:Figure 4 is a block diagram of the principle implementation of the frequency offset estimator based on the autocorrelation function in the fine synchronization of the carrier in this example. First, the posterior mean value is used Multiply with the input signal y k to remove the modulation information in the signal to get x k , and then calculate the autocorrelation function value R(m) of x k , and conjugate all successively adjacent autocorrelation function values within a certain window After multiplication, the phase angle is taken to estimate the frequency difference, and these mutually statistically independent estimated values can be weighted to obtain an estimation algorithm with good anti-noise performance. For simplicity, this example uses a rectangular window with a length of K/2. According to The order of smoothing the differential complex values of K/2-1 adjacent autocorrelation functions and taking the phase angle is different, and the frequency offset estimation formula is divided into the following two types:

ΔΔ ff ^^ xx (( ii )) == 11 22 πTπT argarg {{ ΣΣ mm == 00 KK // 22 RR (( mm )) RR ** (( mm -- 11 )) }}

ΔΔ ff ^^ xx (( ii ++ 11 )) == 11 22 πTπT ΣΣ mm == 22 KK // 22 argarg [[ RR (( mm )) RR ** (( mm -- 11 )) ]]

它们均能以较低的复杂度有效实现低信噪比条件下大频偏的快速估计。通过循环迭代,最终得到频偏估计的精确值 All of them can effectively realize the fast estimation of large frequency offset under the condition of low signal-to-noise ratio with relatively low complexity. Through loop iterations, the accurate value of frequency offset estimation is finally obtained

Claims (4)

1.一种宽范围的码辅助载波同步实现方法,其特征在于步骤如下:1. a wide range of code-assisted carrier synchronization method, characterized in that the steps are as follows: 步骤1:将接收信号序列rk可偏移的最大相位、频率值作为相位-频率二维搜索空间的边界,在此空间内等间隔的选择n个离散的相位-频率点(θi,Δfj),并分别利用下式对接收信号进行载波偏差的补偿:Step 1: Take the maximum phase and frequency values that can be shifted by the received signal sequence r k as the boundary of the phase-frequency two-dimensional search space, and select n discrete phase-frequency points (θ i , Δf j ), and use the following formula to compensate the carrier deviation of the received signal: 式中,k=0,1,2…K-1,K是信道编码的码元长度,T是码元间隔周期;In the formula, k=0,1,2...K-1, K is the symbol length of channel coding, and T is the symbol interval period; 对n个补偿后的信号rk′依次进行解调、译码;Demodulate and decode n compensated signals r k ′ sequentially; 步骤2:将各组译码输出的K个软信息L(ck)取绝对值后进行门限判决,选择大于门限值的|L(ck)|进行累加并求平均得然后比较n个值的大小,选择最大时对应的那个相位-频率点作为粗同步的估计值而其对应的已补偿信号rk′即为载波细同步的输入信号ykStep 2: Take the absolute value of the K pieces of soft information L(c k ) output by each group of decoding and then make a threshold judgment, select |L(c k )| that is greater than the threshold value to accumulate and average to obtain Then compare n The size of the value, choose The phase-frequency point corresponding to the maximum is used as the estimated value of coarse synchronization And its corresponding compensated signal r k ′ is the input signal y k of carrier fine synchronization; 步骤3:对载波细同步进行初始化,令迭代次数i=0,计数器count=0,设细同步的最大迭代次数为I;Step 3: Carrier fine synchronization is initialized, the number of iterations i=0, the counter count=0, Let the maximum number of iterations of fine synchronization be 1; 步骤4:利用更新载波细同步的输入信号向量:Step 4: Leverage and Update the input signal vector for carrier fine synchronization: 对信号进行解调、译码得输出软信息Li(ck),然后采用与步骤2同样的方法得 on signal Demodulate and decode to get the output soft information L i (c k ), and then use the same method as step 2 to get 步骤5:当i>1时,计算第i次和第i-1次迭代所得的差值,如果计数器count加1,否则计数器清零;若i=1则直接跳过此步,直接进行步骤6;Step 5: When i>1, calculate the i-th iteration and the i-1th iteration difference, if Add 1 to the counter count, otherwise the counter is cleared; if i=1, skip this step directly and go directly to step 6; 步骤6:利用步骤4中大于门限值的|Li(ck)|所对应的Li(ck)通过下式求调制星座图上所有可能符号对后验概率的均值 Step 6: Use the L i (c k ) corresponding to |L i (c k )| greater than the threshold value in step 4 to calculate the mean value of the posterior probability of all possible symbols on the modulation constellation diagram by the following formula 式中,M是星座点的个数,ak是接收到的调制码元序列,Am是调制星座图上第m个点的值,tanh是双曲正切运算;In the formula, M is the number of constellation points, a k is the received modulation symbol sequence, A m is the value of the mth point on the modulation constellation diagram, and tanh is the hyperbolic tangent operation; 步骤7:利用进行频偏估计,利用简化的EM估计方法Step 7: Leverage For frequency offset estimation, use the simplified EM estimation method 通过最大值搜索即可得到频率偏移的估计值,搜索区间利用EM算法的恒收敛特性根据前两次的迭代结果自适应地减小下一次频率搜索区间的大小,第i+2次迭代的参数的搜索区间为:The estimated value of the frequency offset can be obtained by searching for the maximum value. The search interval uses the constant convergence characteristic of the EM algorithm to adaptively reduce the size of the next frequency search interval according to the results of the first two iterations. The search interval for the parameters is: 其中, in, 步骤8:利用进行相偏估计,且令n=n+1;Step 8: Leverage To make a bias estimate, And let n=n+1; 步骤9:重复上述步骤(4)~(8),直到count=P或i=I时,得到载波偏差精估计值退出迭代循环,执行下一步;Step 9: Repeat above-mentioned steps (4)~(8), until count=P or i=1 time, obtain carrier deviation accurate estimated value and Exit the iterative loop and execute the next step; 步骤10:利用最终得到的载波偏差精估计值对细同步输入信号yk进行补偿得zk再经过解调、译码判决之后即可恢复出发送端的原始信息。Step 10: Use the final fine estimate of carrier offset and Compensate the fine synchronous input signal y k to get z k : After demodulation, decoding and judgment, the original information of the sending end can be recovered. 2.根据权利要求1所述宽范围的码辅助载波同步实现方法,其特征在于:采用基于自相关函数的频偏估计方法替代步骤7的简化的EM估计方法,首先由去除信号中的调制信息得 然后求的自相关函数值R(m),再采用长度为K/2的矩形窗,根据对K/2-1个相邻自相关函数的差分复值进行平滑和取相角的顺序不同,对应的频偏估计公式分别为: 2. according to the wide-ranging code-assisted carrier synchronization realization method of claim 1, it is characterized in that: adopt the simplified EM estimation method of step 7 to replace the frequency offset estimation method based on autocorrelation function, at first by The modulation information in the signal is removed then ask The autocorrelation function value R(m), and then use a rectangular window with a length of K/2, according to the smoothing of the differential complex values of K/2-1 adjacent autocorrelation functions and the order of taking phase angles, the corresponding The frequency offset estimation formulas are: 3.根据权利要求1所述宽范围的码辅助载波同步实现方法,其特征在于:所述步骤4的门限为Lm,且Lm=2~4。3. The wide range code-assisted carrier synchronization implementation method according to claim 1, characterized in that: the threshold in step 4 is L m , and L m =2-4. 4.根据权利要求1所述宽范围的码辅助载波同步实现方法,其特征在于:所述λ=0.01~0.1。4. The wide range code-assisted carrier synchronization implementation method according to claim 1, characterized in that: said λ=0.01˜0.1.
CN201310245034.2A 2013-06-19 2013-06-19 A kind of code subcarrier synchronization realizing method of wide region Expired - Fee Related CN103298101B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310245034.2A CN103298101B (en) 2013-06-19 2013-06-19 A kind of code subcarrier synchronization realizing method of wide region

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310245034.2A CN103298101B (en) 2013-06-19 2013-06-19 A kind of code subcarrier synchronization realizing method of wide region

Publications (2)

Publication Number Publication Date
CN103298101A CN103298101A (en) 2013-09-11
CN103298101B true CN103298101B (en) 2016-02-17

Family

ID=49098238

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310245034.2A Expired - Fee Related CN103298101B (en) 2013-06-19 2013-06-19 A kind of code subcarrier synchronization realizing method of wide region

Country Status (1)

Country Link
CN (1) CN103298101B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108123788B (en) * 2017-12-18 2020-11-06 中国电子科技集团公司第五十四研究所 Fast synchronization device based on blind separation iterative reconstruction and suitable for scattering communication

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1330136A1 (en) * 2000-03-27 2003-07-23 China Academy of Telecommunications Technology Method of cell initial search in cdma digital mobile telecommunication system
EP2202907A1 (en) * 2001-10-17 2010-06-30 Nortel Networks Limited System access and synchronization methods for MIMO OFDM communications systems and physical layer packet and preamble design
CN101938827A (en) * 2010-07-24 2011-01-05 福建邮科通信技术有限公司 TD-SCDMA format Femtocell air interface synchronization method
CN102932309A (en) * 2012-10-19 2013-02-13 西安电子科技大学 Carrier synchronization system and method of combining pilot frequency and iterative decoding

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1330136A1 (en) * 2000-03-27 2003-07-23 China Academy of Telecommunications Technology Method of cell initial search in cdma digital mobile telecommunication system
EP2202907A1 (en) * 2001-10-17 2010-06-30 Nortel Networks Limited System access and synchronization methods for MIMO OFDM communications systems and physical layer packet and preamble design
CN101938827A (en) * 2010-07-24 2011-01-05 福建邮科通信技术有限公司 TD-SCDMA format Femtocell air interface synchronization method
CN102932309A (en) * 2012-10-19 2013-02-13 西安电子科技大学 Carrier synchronization system and method of combining pilot frequency and iterative decoding

Also Published As

Publication number Publication date
CN103298101A (en) 2013-09-11

Similar Documents

Publication Publication Date Title
US9160382B2 (en) Phase noise mitigation for wireless communications
CN102148681B (en) System and method for realizing iterative timing synchronization of continuous phase modulation signal
CN107769841A (en) Iterative demodulation method for satellite communication Turbo code under high dynamic and extremely low signal-to-noise ratio
CN103297190B (en) Towards code subcarrier phase-locked system and the method for deep space communication
CN103178947B (en) The relevant carrier synchronization method with coding auxiliary based on time domain
CN102932309B (en) Carrier Synchronization System and Method Based on Joint Pilot and Iterative Decoding
WO2018072448A1 (en) Frequency shift key modulation signal demodulation method and system
US9461773B2 (en) Method and a node for detecting phase noise in MIMO communication systems
CN104584440B (en) Receiver, transmitter and communication means
CN103475619A (en) Carrier synchronizer for demodulating low signal-to-noise ratio burst signals
CN105763500A (en) Frequency deviation, time delay and phase deviation combined synchronization method of continuous phase modulation signals
CN103209143A (en) Data-assisted satellite-borne AIS (automatic identification system) signal synchronization parameter estimation method and system
CN102413089B (en) Shannon limit coding GMSK demodulation method used for satellite communication system
CN110519200B (en) Polarization code auxiliary carrier synchronization system and method under low signal-to-noise ratio environment
CN106059984A (en) Digital phase-modulated signal carrier phase offset estimation method
CN101309244A (en) Constant Modulo Blind Detection and Equalization Method for Phase Modulated Signals
CN108683620B (en) An Anti-Phase Noise Blind Carrier Recovery Method Suitable for Higher Order Modulation
CN105978661B (en) Iterative detection decoding method and device in a kind of frequency hopping communications
CN103298101B (en) A kind of code subcarrier synchronization realizing method of wide region
CN114465691A (en) Low-complexity constant envelope phase modulation signal sampling deviation estimation and compensation method and system
CN106357367A (en) Non-coherent joint detecting and channel decoding method under massive MIMO (multiple input multiple output) system
CN107733824A (en) A kind of carrier synchronization method based on AFC loops
CN111262594A (en) LDPC code assisted carrier synchronization system, medium, communication system
CN102075476A (en) Iteration carrier synchronization method used under condition of extremely low signal to noise ratio
CN105049172A (en) Short burst carrier frequency offset estimation method

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20160217

Termination date: 20160619