CN100502378C - Circuit and method for suppressing peak-to-average ratio in OFDM system - Google Patents
Circuit and method for suppressing peak-to-average ratio in OFDM system Download PDFInfo
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Abstract
本发明涉及数字通信技术领域,尤其涉及一种正交频分复用通信系统中的抑制信号峰值功率、降低峰平比的电路和方法,包括下述按照顺序处理输入数据的操作:对输入数据进行过采样并进行IDFT变换;对变换之后的过采样数据先进行放大之后再进行限幅操作;将限幅之后的数据进行DFT变换之后去除带外噪声,还要再进行倍数缩小;和对数据进行OFDM调制(N点IDFT)后输出数据;所述限幅操作中放大的倍数和所述去噪操作中缩小的倍数相同。本发明误码率不大,可以使用一般的接收电路,易于实现。使用本发明的操作之后PAPR降低到7db左右。
The present invention relates to the technical field of digital communication, in particular to a circuit and method for suppressing signal peak power and reducing peak-to-average ratio in an OFDM communication system, including the following operations of processing input data in sequence: input data Perform oversampling and perform IDFT transformation; first amplify the oversampled data after transformation and then perform clipping operation; perform DFT transformation on the clipped data to remove out-of-band noise, and then perform multiple reduction; and the data The data is output after performing OFDM modulation (N-point IDFT); the amplification factor in the clipping operation is the same as the reduction factor in the denoising operation. The present invention has a small bit error rate, can use common receiving circuits, and is easy to implement. After using the operation of the present invention, PAPR is reduced to about 7db.
Description
技术领域 technical field
本发明涉及数字通信技术领域,尤其涉及一种正交频分复用通信系统中的抑制信号峰值功率、降低峰平比的电路和方法。The invention relates to the technical field of digital communication, in particular to a circuit and method for suppressing signal peak power and reducing peak-to-average ratio in an OFDM communication system.
背景技术 Background technique
正交频分复用(Orthogonal Frequency Division Multiplexing,OFDM)是一种信道利用率很高的调制方式,具有良好的抗衰落性能,可以实现数据的并行传送,随着数字信号处理技术的飞速发展及大规模集成电路的广泛应用,OFDM日益受到广泛的关注,尤其是在高速数字通信领域。Orthogonal Frequency Division Multiplexing (OFDM) is a modulation method with high channel utilization. It has good anti-fading performance and can realize parallel transmission of data. With the rapid development of digital signal processing technology and With the wide application of large-scale integrated circuits, OFDM has received widespread attention, especially in the field of high-speed digital communications.
在OFDM通信系统中,使用在频率上具有同步关系的多个载波来调制信号,由于各载波的包络值统计独立,随着载波数的增加,叠加后信号的峰值与平均功率比的比值,即峰平比(Peak-to-Average power ratio,PAPR)的数值较大。因此调制信号的动态范围相当大,这就要求系统中的功放具有较高的线性动态范围,以避免传输信号的频谱扩散和非线性失真。同时也要求后继的D/A转换器具有较大的转换带宽,这样就增加了系统成本和实现难度。In the OFDM communication system, multiple carriers with a synchronous relationship in frequency are used to modulate the signal. Since the envelope values of each carrier are statistically independent, as the number of carriers increases, the ratio of the peak value to the average power ratio of the superimposed signal, That is, the value of Peak-to-Average power ratio (PAPR) is larger. Therefore, the dynamic range of the modulated signal is quite large, which requires the power amplifier in the system to have a high linear dynamic range to avoid spectral spread and nonlinear distortion of the transmitted signal. At the same time, the subsequent D/A converter is also required to have a larger conversion bandwidth, which increases the system cost and implementation difficulty.
目前,用来降低PAPR的做法有很多,我们可以大致将这些技术划分成两类:一类是在OFDM复用器之前对输入码流进行适当处理。例如对OFDM的输入数据用分组编码的办法,可以减小复用器各路信号的独立性,从而降低信号峰峰值叠加的几率,进而降低PAPR;或者用部分传输序列的办法,通过减少叠加时信号的数目,从而减低PAPR;还有一种选择映射的办法,即通过映射,产生各路码流的所有可能的组合,然后在其中选择一种组合方案,使得经IFFT变换叠加后的信号的PAPR最小。通过以上介绍可见,这一类方法的最大缺点就是需要较大的计算量。At present, there are many ways to reduce PAPR, and we can roughly divide these technologies into two categories: one is to properly process the input code stream before the OFDM multiplexer. For example, the method of packet coding for OFDM input data can reduce the independence of each signal of the multiplexer, thereby reducing the probability of signal peak-to-peak superposition, thereby reducing PAPR; or using a partial transmission sequence method, by reducing the superposition time The number of signals, thereby reducing the PAPR; there is also a way to select the mapping, that is, through mapping, all possible combinations of the code streams are generated, and then a combination scheme is selected to make the PAPR of the superimposed signal after IFFT transform minimum. It can be seen from the above introduction that the biggest disadvantage of this type of method is that it requires a large amount of calculation.
另一类是在OFDM复用器之后对信号进行处理。最直接、最有效的做法就是对模拟信号进行限幅。然而限幅是一个非线性过程,它将导致严重的带内干扰和带外噪声,从而降低整个系统的误比特率性能和频谱效率。The other is to process the signal after the OFDM multiplexer. The most direct and effective way is to limit the analog signal. However, clipping is a nonlinear process, which will cause severe in-band interference and out-of-band noise, thereby reducing the bit error rate performance and spectral efficiency of the entire system.
在OFDM复用器之后对信号进行处理的一种现有方法是:Ochiai,H.,Imai,H.在文Performance analysis of deliberately clipped OFDMsignals(Communications,IEEE Transactions on,Volume:50,Issue:1,Jan.2002 Pages:89-101)谈到的一种过采样限幅滤波来降低PAPR的方法,其结构如图1所示,在输入的信号尾部填零,然后进行JN点的IDFT(Inverse Discrete Fourier Transform离散傅立叶逆变换)变换(J为过采样因子),输出的数据送入限幅器中进行限幅操作,从限幅器中的数据输出之后直接送入DFT(Discrete Fourier Transform离散傅立叶变换)模块进行JN点DFT变换,数据还原之后去除带外噪声变为N个数据进行N点IDFT变换,输出数据的PAPR较原来的得到改善。An existing method for processing signals after the OFDM multiplexer is: Ochiai, H., Imai, H. In the paper Performance analysis of deliberately clipped OFDM signals (Communications, IEEE Transactions on, Volume: 50, Issue: 1, Jan.2002 Pages: 89-101) talked about a method of oversampling and limiting filtering to reduce PAPR, its structure is shown in Figure 1, fill in the tail of the input signal, and then perform IDFT (Inverse Discrete Fourier Transform (inverse discrete Fourier transform) transform (J is the oversampling factor), the output data is sent to the limiter for limiting operation, and the data output from the limiter is directly sent to DFT (Discrete Fourier Transform discrete Fourier transform ) module performs JN-point DFT transformation. After the data is restored, the out-of-band noise is removed to become N data for N-point IDFT transformation. The PAPR of the output data is improved compared with the original one.
我们发现这种通过过采样限幅滤波来降低PAPR的方法使得数据位宽 得到更有效地利用限幅产生的带外干扰大大降低,但是存在如下问题:以64_QAM(Quadrature Amplitude Modulation正交幅度调制),A/D为8位为例:假设64_QAM编码中,最大幅度为127,要获得较小的PAPR,Amax最大为10左右,位宽没有得到更有效的利用,而且由于限幅值太小采用一般的接收电路,将产生严重的误码。We found that this method of reducing PAPR by oversampling and limiting filtering makes the data bit width more effective and greatly reduces the out-of-band interference generated by limiting, but there are the following problems: 64_QAM (Quadrature Amplitude Modulation Quadrature Amplitude Modulation) , A/D is 8 bits as an example: Assume that in 64_QAM encoding, the maximum amplitude is 127, to obtain a smaller PAPR, the maximum Amax is about 10, the bit width has not been used more effectively, and because the limit value is too small to use A general receiving circuit will generate serious bit errors.
能否采用专门设计的接收电路解决误码问题呢?Hangjun Chen,Haimovich,A.在文中An iterative method to restore the performanceof clipped and filtered OFDM signals。(Communications,2003.ICC’03.IEEE International Conference on,Volume:5,11-15 May 2003Pages:3438-3442vol.5)中提出一种接收机,如图2所示,其中
发明内容 Contents of the invention
本发明主要针对以上方法的不足,提供一种限幅滤波的峰平比抑制方法,能大大改善信号的PAPR值。The present invention mainly aims at the shortcomings of the above methods, and provides a peak-to-average ratio suppression method of limiting filtering, which can greatly improve the PAPR value of the signal.
本发明公开的一种正交频分复用系统中抑制峰平比的电路,包括下述顺序连接的、处理输入数据的模块:对输入数据进行过采样在数据之后添加0信息并进行IDFT变换(Inverse Discrete Fourier Transform离散傅立叶逆变换)的过采样模块;对变换之后的过采样数据进行限幅操作的限幅模块;将限幅之后的数据进行DFT变换(Discrete Fourier Transform离散傅立叶变换)之后去除带外噪声的去噪模块;和对数据进行IDFT变换后输出数据的输出模块;其特征在于,所述限幅模块的功能是对来自于所述过采样模块的数据先进行放大之后再进行限幅操作;同时所述去噪模块的功能是将来自于限幅模块的数据DFT变换之后去除带外噪声,还要再进行倍数缩小;所述限幅模块中放大的倍数和所述去噪模块中缩小的倍数相同。A circuit for suppressing peak-to-average ratio in an OFDM system disclosed by the present invention includes the following sequentially connected modules for processing input data: oversampling the input data, adding 0 information after the data and performing IDFT transformation (Inverse Discrete Fourier Transform discrete Fourier inverse transform) oversampling module; the limiter module that performs clipping operations on the transformed oversampled data; removes the clipped data after DFT transform (Discrete Fourier Transform discrete Fourier transform) A denoising module for out-of-band noise; and an output module for outputting data after IDFT transformation is carried out to data; it is characterized in that the function of the limiting module is to amplify the data from the oversampling module before limiting Amplitude operation; Simultaneously, the function of the denoising module is to remove out-of-band noise after the data DFT transformation from the limiting module, and then perform multiple reduction; the amplification factor in the limiting module and the denoising module The reduction factor is the same.
本发明公开的一种正交频分复用系统中抑制峰平比的方法,包括下述顺序处理输入数据的步骤:第一步过采样,对输入数据进行过采样、在数据之后添加0、并进行IDFT变换;第二步限幅,对来自于第一步过采样的数据进行限幅操作;第三步去噪,将限幅之后的数据进行DFT变换之后去除带外噪声;第四步输出,对第三步去噪后输出的数据进行IDFT变换后输出数据;其特征在于,在所述第二步限幅中,对来自于所述第一步过采样的数据先进行放大之后再进行限幅操作;同时在所述第三步去噪中,将来自于限幅模块的数据DFT变换之后去除带外噪声,还要再进行倍数缩小;所述第二步限幅中的放大的倍数和所述第三步去噪中的缩小的倍数相同。A method for suppressing peak-to-average ratio in an OFDM system disclosed by the present invention includes the following steps of sequentially processing input data: the first step is oversampling, oversampling the input data, adding 0, And perform IDFT transformation; the second step is clipping, and the data from the first step of oversampling is clipped; the third step is denoising, and the data after clipping is subjected to DFT transformation to remove out-of-band noise; the fourth step Output, carry out IDFT transformation to the output data after the third step denoising; it is characterized in that, in the second step limiting, the data from the first step oversampling is first amplified and then Carry out clipping operation; Simultaneously in described the 3rd step denoising, remove the out-of-band noise after the data DFT transformation from the clipping module, also will carry out multiple reduction again; The amplified in the described second step clipping The multiple is the same as the multiple of reduction in the third step of denoising.
本发明公开的正交频分复用系统中抑制峰平比的电路和方法在对输入数据做限幅操作之前将数据进行放大,参数为n1;在经过JN点DFT变换之后将数据还原,参数为1/n1,使平均功率增大,使得数据位宽得到更有效地利用的同时减小了误码率;限幅器中的峰值并不是系统的峰值,而是经过仿真设定的值,限幅值的作用范围是分量(实部和虚部),在误码率和抑制PAPR效果之间选取平衡值。在N点IDFT之后的数据输出之前进行放大,保证数据范围的最大利用。本发明误码率不大,可以使用一般的接收电路。The circuit and method for suppressing the peak-to-average ratio in the OFDM system disclosed by the present invention amplify the input data before the clipping operation, and the parameter is n1; restore the data after the JN point DFT transformation, the parameter is 1/n1, which increases the average power, makes the data bit width more effectively used and reduces the bit error rate; the peak value in the limiter is not the peak value of the system, but the value set by simulation, The scope of the limit value is the component (real part and imaginary part), and a balance value is selected between the bit error rate and the suppression of the PAPR effect. Amplification is performed before data output after N-point IDFT to ensure maximum utilization of the data range. The bit error rate of the present invention is small, and general receiving circuits can be used.
附图说明 Description of drawings
为进一步说明本发明的技术内容,以下结合实施例及附图详细说明如后,其中:In order to further illustrate the technical content of the present invention, the following detailed description is as follows in conjunction with the embodiments and accompanying drawings, wherein:
图1是过采样限幅滤波的原理框图。Figure 1 is a functional block diagram of oversampling and limiting filtering.
图2是现有技术Hangjun Chen,Haimovich,A.在文中An iterativemethod to restore the performance of clipped and filtered OFDMsignals。(Communications,2003.ICC’03.IEEE InternationalConference on,Volume:5,11-15 May 2003 Pages:3438-3442 vol.5)中提出的一种接收机。Figure 2 is the prior art Hangjun Chen, Haimovich, A. An iterative method to restore the performance of clipped and filtered OFDM signals in the text. A receiver proposed in (Communications, 2003.ICC'03.IEEE International Conference on, Volume: 5, 11-15 May 2003 Pages: 3438-3442 vol.5).
图3是本发明的功能框图。Fig. 3 is a functional block diagram of the present invention.
图4是根据本发明的所进行的仿真效果。纵坐标是峰平比超过某一门限值z的概率(CCDF),横坐标是PAPR值。Fig. 4 is the simulation effect performed according to the present invention. The ordinate is the probability (CCDF) that the peak-to-average ratio exceeds a certain threshold z, and the abscissa is the PAPR value.
具体实施方式 Detailed ways
本发明公开的技术方案是如图3所示,一种可实现的基于过采样限幅滤波的峰平比抑制方法,有以下特征:对于每个变换单元,在输入的信号尾部填零获得JN个数据,然后进行JN点的IDFT(Inverse DiscreteFourier Transform离散傅立叶逆变换)变换(J为过采样因子),输出的数据根据仿真结果进行一定的倍数放大,设放大倍数为n1,然后送入限幅器中进行限幅操作,从限幅器中的数据输出之后直接送入DFT(DiscreteFourier Transform离散傅立叶变换)模块进行JN点DFT变换,并将输出的数据去除带外噪声,再放大(1/n1)倍数之后还原为N个数据,再进行N点IDFT变换,再放大n2倍,输出的数据较原来的PAPR有明显的改善。The technical solution disclosed by the present invention is as shown in Figure 3, an achievable peak-to-average ratio suppression method based on oversampling and clipping filtering, which has the following characteristics: for each transformation unit, fill in the tail of the input signal to obtain JN Then carry out the IDFT (Inverse DiscreteFourier Transform discrete Fourier Transform) transformation of JN points (J is the oversampling factor), and the output data will be amplified by a certain multiple according to the simulation results, set the magnification factor to n1, and then sent to the limiter The limiting operation is performed in the limiter, and the data output from the limiter is directly sent to the DFT (DiscreteFourier Transform Discrete Fourier Transform) module for JN-point DFT transformation, and the output data is removed from the out-of-band noise, and then amplified (1/n1 ) multiples and restore to N data, and then perform N-point IDFT transformation, and then enlarge n2 times, the output data is significantly improved compared with the original PAPR.
对本发明的关键步骤及其实现电路详细描述如下:Key steps of the present invention and its realization circuit are described in detail as follows:
1.过采样模块:对输入数据进行过采样并进行JN点IDFT变换1. Oversampling module: Oversampling the input data and performing JN point IDFT transformation
在信号按照Nyquist样率进行采样时,采样点之间相互独立分布,容易推出此时信号PAPR统计特性的理论公式,已成为很多PAPR抑制方法的理论基础。研究结果同时指出,当离散信号通过D/A恢复成连续信号时,会出现PAPR回升现象,尤其是按Nyquist采样率得到的离散信号,PAPR回升最为严重。因此,采用过采样信号进行PAPR抑制的效果将更加明显。我们的方法也是立足于这种思想。When the signal is sampled according to the Nyquist sampling rate, the sampling points are distributed independently of each other, and it is easy to deduce the theoretical formula of the PAPR statistical characteristics of the signal at this time, which has become the theoretical basis of many PAPR suppression methods. The research results also pointed out that when the discrete signal is restored to a continuous signal by D/A, there will be a PAPR rebound phenomenon, especially for the discrete signal obtained according to the Nyquist sampling rate, the PAPR rebound is the most serious. Therefore, the effect of using oversampled signals for PAPR suppression will be more obvious. Our approach is also based on this idea.
我们对原有的数据流添加一些0信息(即为过采样),可以在每个相邻的有效数据之间,也可以集中在数据之后添加0信息,并进行JN点的IDFT变换。以下描述以集中在数据之后添加0信息为例。We add some 0 information to the original data stream (that is, oversampling), which can be added between each adjacent valid data, or after the data, and perform IDFT transformation of JN point. The following description takes adding 0 information after the data as an example.
如图3所示,用A={A0,A1,A2,...,AN-1}表示OFDM系统(子载波数为N)中用于传输的原始信号序列,其中Ak为子载波k上的复数据。经过采样、调制及相移之后(相移不包括在我们的方法之内,也不能起到降低PAPR的作用,这里只是为了后面的分析方便),传输信号变为:As shown in Figure 3, use A={A 0 , A 1 , A 2 ,..., A N-1 } to represent the original signal sequence used for transmission in the OFDM system (the number of subcarriers is N), where A k is the complex data on subcarrier k. After sampling, modulation and phase shifting (phase shifting is not included in our method, nor can it play a role in reducing PAPR, here is just for the convenience of later analysis), the transmission signal becomes:
其中:
2.限幅模块:对变换之后的过采样数据进行放大之后进行限幅操作2. Limiting module: perform limiting operation after amplifying the transformed oversampled data
如前面所述,如果直接对数据进行限幅操作会发现要获得较低的PAPR,则位宽的利用率较低,且由于限幅值过小使得大多数变换后的数据遭到破坏,使用一般的接收电路将会产生严重误码,所以我们需要对数据进行一定的处理。As mentioned earlier, if you directly clip the data, you will find that to obtain a lower PAPR, the utilization rate of the bit width is low, and because the clipping value is too small, most of the transformed data will be destroyed. Use The general receiving circuit will produce serious bit errors, so we need to process the data to some extent.
我们的处理方法是对数据进行一定的放大,使平均功率增大,这样我们可以适当的提高限幅值,以便获得较好的抑制PAPR的效果,为了避免在硬件电路实现时候引入开方,我们的限幅值的对象是输出值的实部和虚部。Our processing method is to amplify the data to a certain extent to increase the average power, so that we can appropriately increase the limit value in order to obtain a better effect of suppressing PAPR. In order to avoid introducing the square root when the hardware circuit is implemented, we The objects of the clipped value are the real and imaginary parts of the output value.
如图3所示,我们对信号进行如下操作:As shown in Figure 3, we operate on the signal as follows:
假设其第n个输出样点为
其中Amax为信号幅度的最大值。Where A max is the maximum value of the signal amplitude.
定义限幅率
我们发现:1)将JN点IDFT后的信号放大n1倍,可以提高信号的Pin值,进而降低限幅率γ值,从而有效降低PAPR值。因此,从降低PAPR值角度考虑,希望n1值越大越好。2)Amax值选取的原则是,保证经过限幅操作之后,大部分的数据不会丢失,这样有利于数据的正确传输,因此希望n1值越小越好。综合以上因素,可以看出n1值的选取是矛盾的,因此在实际应用中,我们需要采取折中的方案。We found that: 1) Amplifying the signal after IDFT at point JN by n1 times can increase the Pin value of the signal, and then reduce the clipping rate γ value, thereby effectively reducing the PAPR value. Therefore, from the perspective of reducing the PAPR value, it is hoped that the larger the value of n1, the better. 2) The principle of selecting the Amax value is to ensure that most of the data will not be lost after the clipping operation, which is conducive to the correct transmission of data, so it is hoped that the smaller the value of n1, the better. Combining the above factors, it can be seen that the selection of the value of n1 is contradictory, so in practical applications, we need to adopt a compromise solution.
3.去噪模块:将限幅之后的数据进行JN点DFT变换之后去除带外噪声,再进行倍数缩小3. Denoising module: perform JN point DFT transformation on the clipped data to remove out-of-band noise, and then perform multiple reduction
一般的抑制PAPR的限幅滤波方法是一个非线性过程,它的一个缺点是引入严重的带外噪声,从而降低整个系统的误比特率性能和频谱效率。The general limiting filtering method for suppressing PAPR is a nonlinear process, and one of its disadvantages is that it introduces serious out-of-band noise, thereby reducing the bit error rate performance and spectral efficiency of the entire system.
我们经过前面的过采样、JN点IDFT变换、倍数放大、限幅、JN点DFT操作之后,已经达到了抑制PAPR的作用,这一步是去将限幅引入的带外噪声除去。如图3所示,实施的方法如下过程所示:After the previous oversampling, JN point IDFT transformation, multiple amplification, clipping, and JN point DFT operation, we have achieved the effect of suppressing PAPR. This step is to remove the out-of-band noise introduced by clipping. As shown in Figure 3, the implementation method is shown in the following process:
经过JN点DFT处理,产生失真的JN点数据序列为:After JN point DFT processing, the distorted JN point data sequence is:
舍去带外干扰,则原始数据失真后的长为N的序列为:If the out-of-band interference is discarded, the sequence of length N after the original data is distorted is:
4.输出模块:对数据进行OFDM调制(N点IDFT)并进行适当放大输出数据4. Output module: perform OFDM modulation (N-point IDFT) on the data and properly amplify the output data
经过前面的处理,此时的数据的PAPR值已经大大降低,我们对数据进行真正的OFDM调制,如图2所示,该序列用N点IDFT进行普通的OFDM调制后放大n2输出,After the previous processing, the PAPR value of the data at this time has been greatly reduced. We perform real OFDM modulation on the data, as shown in Figure 2. The sequence uses N-point IDFT to perform ordinary OFDM modulation and then amplifies the n2 output.
最后输出数据乘以一个系数n2是为了保证数据范围的最大利用。Finally, the output data is multiplied by a coefficient n2 in order to ensure the maximum utilization of the data range.
以下通过具体的实施例对本发明的技术方案作进一步描述。实施例为应用了本发明的无线局域网802.11a协议系统,这一系统采用64QAM调制方式。数据位宽为8位,过采样因子J=2,JN点IFFT变换后放缩的倍数为n1=8,限幅值为70,N点IDFT之后放大的倍数是n2=4倍。为了观察我们PAPR的改善结果,我们以峰平比超过某一门限值z的概率(CCDF)-PAPR值的曲线来作为我们方法的测试效果。具体实施方法如下:The technical solution of the present invention will be further described below through specific examples. The embodiment is the application of the wireless local area network 802.11a protocol system of the present invention, and this system adopts 64QAM modulation mode. The data bit width is 8 bits, the oversampling factor J=2, the scaling multiple after the JN point IFFT transformation is n1=8, the limiting value is 70, and the zooming multiple after the N point IDFT is n2=4 times. In order to observe the improvement of our PAPR, we use the curve of the probability (CCDF)-PAPR value of the peak-to-average ratio exceeding a certain threshold z as the test effect of our method. The specific implementation method is as follows:
1.过采样模块:对输入数据进行过采样并进行JN点IDFT变换1. Oversampling module: Oversampling the input data and performing JN point IDFT transformation
经过我们分析,对于过采样的因子,J=2与J=16对抑制PAPR效果相同,但选择后者硬件的实现(16×64点IDFT变换)困难较大,所以我们选择过采样因子为2,即在每个IDFT变换单元(64个)之后添加64个0之后送入128点IDFT变换单元中。After our analysis, for the oversampling factor, J=2 and J=16 have the same effect on suppressing PAPR, but it is more difficult to choose the latter hardware implementation (16×64 point IDFT transformation), so we choose the oversampling factor to be 2 , that is, 64 0s are added after each IDFT transformation unit (64) and then sent to the 128-point IDFT transformation unit.
2.限幅模块:对变换之后的过采样数据进行放大之后进行限幅操作我们经过建立模型仿真之后确定几组参数2. Limiting module: after the transformed oversampling data is amplified, the limiting operation is performed. After establishing a model and simulating, we determine several sets of parameters.
第一组:n1=8 n2=4 Amax=70;The first group: n1=8 n2=4 Amax=70;
第二组:n1=8 n2=4 Amax=127;The second group: n1=8 n2=4 Amax=127;
第三组:n1=16 n2=4 Amax=127;The third group: n1=16 n2=4 Amax=127;
第四组:n1=8 n2=4 Amax=40;The fourth group: n1=8 n2=4 Amax=40;
第四组参数的抑制PAPR的效果最好,但是我们发现其误码率较高,且不可恢复。在第一组和第三组的比较中,虽然第一组的抑制PAPR效果较第三组较差,但是其接收的64QAM星座图效果明显好于第三组,最后我们选定第一组参数为我们的最佳参数组合。其仿真结果如图4所示。The fourth group of parameters has the best effect of suppressing PAPR, but we found that its bit error rate is high and cannot be recovered. In the comparison between the first group and the third group, although the PAPR suppression effect of the first group is worse than that of the third group, the effect of the received 64QAM constellation diagram is significantly better than that of the third group, and finally we select the first group of parameters is our best parameter combination. The simulation results are shown in Figure 4.
3.去噪模块:将限幅之后的数据进行JN点DFT变换之后进行倍数还原并去除带外噪声3. Denoising module: perform JN-point DFT transformation on the data after clipping and perform multiple restoration and remove out-of-band noise
对于每128个数据的IDFT单元,直接去掉后面的64个点,每个处理单元变为64个数据。For each IDFT unit of 128 data, the following 64 points are directly removed, and each processing unit becomes 64 data.
4.输出:对数据进行OFDM调制(N点IDFT)并进行适当放大输出数据4. Output: perform OFDM modulation (N-point IDFT) on the data and properly amplify the output data
将去除带外噪声的每64个数据进行64点IDFT变换,放大4倍之后输出数据。Every 64 data with out-of-band noise removed is subjected to 64-point IDFT transformation, and the data is output after being amplified by 4 times.
未进行抑制PAPR处理的系统峰平比大约为11db左右,经过上述方法之后PAPR降低到7db左右,如图4所示,是根据本发明的所进行的仿真效果。纵坐标是峰平比超过某一门限值z的概率(CCDF),横坐标是PAPR值。可见本发明不但有效的抑制PAPR,对于接收电路也不需要特定的信息,易于实现。The peak-to-average ratio of the system without PAPR suppression processing is about 11db. After the above method, the PAPR is reduced to about 7db, as shown in FIG. 4 , which is the simulation effect according to the present invention. The ordinate is the probability (CCDF) that the peak-to-average ratio exceeds a certain threshold z, and the abscissa is the PAPR value. It can be seen that the present invention not only effectively suppresses PAPR, but also does not require specific information for the receiving circuit, and is easy to implement.
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