KR101679230B1 - Polynomial digital predistortion apparatus for compensation of non-linear characteristic of power amplifier and the method thereof - Google Patents
Polynomial digital predistortion apparatus for compensation of non-linear characteristic of power amplifier and the method thereof Download PDFInfo
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- KR101679230B1 KR101679230B1 KR1020150094677A KR20150094677A KR101679230B1 KR 101679230 B1 KR101679230 B1 KR 101679230B1 KR 1020150094677 A KR1020150094677 A KR 1020150094677A KR 20150094677 A KR20150094677 A KR 20150094677A KR 101679230 B1 KR101679230 B1 KR 101679230B1
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
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- H03F1/00—Details of amplifiers with only discharge tubes, only semiconductor devices or only unspecified devices as amplifying elements
- H03F1/32—Modifications of amplifiers to reduce non-linear distortion
- H03F1/3241—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits
- H03F1/3247—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits using feedback acting on predistortion circuits
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03F—AMPLIFIERS
- H03F1/00—Details of amplifiers with only discharge tubes, only semiconductor devices or only unspecified devices as amplifying elements
- H03F1/32—Modifications of amplifiers to reduce non-linear distortion
- H03F1/3241—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits
- H03F1/3258—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits based on polynomial terms
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03F—AMPLIFIERS
- H03F1/00—Details of amplifiers with only discharge tubes, only semiconductor devices or only unspecified devices as amplifying elements
- H03F1/32—Modifications of amplifiers to reduce non-linear distortion
- H03F1/3241—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits
- H03F1/3294—Acting on the real and imaginary components of the input signal
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Abstract
A method for compensating nonlinear characteristics of a plurality of power amplifiers connected in series using a polynomial digital predistorter is provided. The linear predistorter compensates nonlinear characteristics of a plurality of power amplifiers connected in series using a polynomial digital predistorter. Output characteristic data of each of the plurality of power amplifiers for each power amplifier, extracts coefficients of the polynomial digital predistorter corresponding to each power amplifier from each input / output characteristic data, and calculates a plurality of polynomial digital predistorter The method of connecting in series and extracting the coefficients of the polynomial digital predistorter is to estimate the input / output characteristics of the polynomial type by applying the Boltera series to the input / output characteristic data, and to perform the LMS (Least Mean Squares) To obtain the coefficients of the polynomial digital predistorter And stores the coefficients according to the address of the amplitude modulation section of the input power, thereby compensating for the nonlinear characteristics of the plurality of power amplifiers.
Therefore, there is an effect of extracting coefficients for a plurality of power amplifiers connected in series, and connecting a plurality of polynomial digital predistorters to which the extracted coefficients are applied, in series, thereby compensating for nonlinear characteristics of various function forms.
Description
The present invention relates to a polynomial digital predistortion apparatus and method for compensating for nonlinear characteristics of a power amplifier, and more particularly, to a polynomial digital predistorter that extracts coefficients of a plurality of power amplifiers connected in series and applies a plurality of predistorters, To compensate for nonlinear characteristics of a power amplifier that compensates for nonlinear characteristics, and a method thereof.
The emergence of the predistorter has been driven by the development of digital wireless mobile communication systems. As the mobile communication system develops, the demand of the user for the transmission rate has increased, and the technique has been developed in a direction of increasing the antenna output to increase the transmission speed.
In order to increase the antenna output, the power amplifier must use a high output, that is, a high gain. However, the use of a high - power amplifier has shown a large nonlinearity in that the gain of the high - power amplifier decreases as the magnitude of the input signal increases.
Therefore, as the nonlinearity increases, the adjacent band spectrum of the output signal through the power amplifier increases, thereby increasing the interference of the side channel. The bit error rate is increased according to the degree of influence of the side channel interference, and the data yield is lowered.
In order to overcome the channel interference due to the nonlinearity of such a high power amplifier, feedback, forward direction and digital predistorter have been studied and a digital predistorter has been popularly used.
Recently, a power amplifier model is used by combining several nonlinear models. This is to overcome the limitation of high power through a power amplifier with two or more nonlinear characteristics. However, up to now, the digital predistorter compensates the nonlinear output characteristics by using a digital predistortion system with the merged nonlinear output form.
Therefore, the digital predistorter has a problem that the output characteristic is not optimized for a plurality of functions.
SUMMARY OF THE INVENTION The present invention has been made to overcome the problems of the prior art described above, and it is an object of the present invention to extract coefficients for a plurality of power amplifiers connected in series, to serially connect a plurality of polynomial digital predistorbers, The purpose of this paper is to compensate the nonlinear characteristics of the function form.
In order to compensate for the complex nonlinear characteristics of a plurality of power amplifiers connected in series, a plurality of feedbackless polynomial digital predistorters are constructed, and coefficients are also formed by a plurality of intervals to obtain an Adjacent Channel Leakage Ratio (ACLR) The purpose of the EVM is to improve the error vector magnitude (EVM) performance.
According to another aspect of the present invention, there is provided a method of compensating for nonlinear characteristics of a plurality of power amplifiers connected in series using a polynomial digital predistorter, the method comprising: extracting input / output characteristic data of a plurality of power amplifiers to be connected in series; Extracting coefficients of a polynomial digital predistorter corresponding to each of the power amplifiers from each of the input and output characteristic data; and connecting a plurality of polynomial digital predistorters to which the extracted coefficients are applied, Compensating for the nonlinear characteristic of the power amplifier,
Wherein the step of extracting the coefficients of the polynomial digital predistorter comprises:
Estimating a polynomial type input / output characteristic by applying a Boltera series to the input / output characteristic data; And
Determining a coefficient of the polynomial digital predistorter by applying an LMS (Least Mean Squares) algorithm to the input / output characteristic of the polynomial type, and storing the coefficient according to the address of the amplitude modulation section of the input power .
In the polynomial digital predistorting method according to the present invention, the step of extracting the input / output characteristic data may include a step of adjusting an amplitude modulation period of input power by adjusting a gain of a signal input to the power amplifier, Generating an input signal, storing the input signal in an input address space of the memory, measuring an output signal of the power amplifier according to the input signal, storing the measured output signal in an output address space of the memory The method comprising the steps of:
In the polynomial digital predistortion method according to the present invention, the amplitude modulation section of the input power is divided into a saturation section and a linear section, and the coefficient is composed of a plurality of sections.
In the polynomial digital predistortion method according to the present invention, the step of extracting the coefficients of the polynomial digital predistorter includes estimating input / output characteristics of a polynomial type by applying a Boltera series to the input / output characteristic data, Determining a coefficient of the polynomial digital predistorter by applying an LMS (Least Mean Squares) algorithm to the input / output characteristic, and storing the coefficient according to the address of the amplitude modulation section of the input power.
The plurality of power amplifiers coupled in series may include at least one Doherty power amplifier having a main amplifier and an auxiliary amplifier connected in parallel, and the Doherty power amplifier includes a main amplifier And the operating point of the amplifier is applied to one power amplifier designed differently to extract the coefficient.
In the method of compensating for the nonlinear characteristic, the step of compensating for the nonlinear characteristics may include a step of comparing the nonlinear characteristics of the plurality of power amplifiers with the extracted coefficients And a plurality of polynomial digital predistorters to which a plurality of polynomial digital predistorbers are applied.
The present invention also provides a power amplifier comprising a plurality of polynomial digital predistorters for linearizing nonlinear characteristics of a power amplifier, an orthogonal modulator for modulating the output signals of the plurality of polynomial digital predistorters, A plurality of polynomial digital predistorters for extracting input and output characteristic data of each of the plurality of power amplifiers and outputting a polynomial digital predistortion corresponding to each of the power amplifiers from the input and output characteristic data, And a plurality of polynomial digital predistorters to which the extracted coefficients are applied are connected in series, and coefficients of the polynomial digital predistorter are input to the input / output characteristic data by a polynomial type input / output Estimates the characteristics, and Applying a LMS (Least Mean Squares) algorithm, the input-output characteristics of an expression form to determine the coefficients of the said polynomial digital predistorter, it characterized in that the extract stored according to the coefficient of the amplitude modulation section of the power input address.
The input / output characteristic data may be obtained by adjusting gain of a signal input to each of the plurality of power amplifiers to change an amplitude modulation period of input power, and outputting an input signal The input signal is stored in the input address space of the memory and the output signal of the power amplifier according to the input signal is measured and stored in the output address space of the memory.
In the polynomial digital predistorter according to the present invention, the amplitude modulation section of the input power is divided into a saturation section and a linear section, and the coefficient is composed of a plurality of sections.
In the polynomial digital predistorter according to the present invention, the coefficient of the polynomial digital predistorter may be obtained by estimating input / output characteristics of a polynomial type by applying a Boltera series to the input / output characteristic data, Least Mean Squares) algorithm to determine the coefficients of the polynomial digital predistorter, and stores the coefficients according to the address of the amplitude modulation section of the input power and extracts the coefficients.
The plurality of power amplifiers may further include a Doherty power amplifier having a main amplifier and an auxiliary amplifier connected in parallel, wherein the Doherty power amplifier includes a main amplifier and an auxiliary amplifier, Is applied to one power amplifier designed differently to extract the coefficients.
In the polynomial digital predistorter according to the present invention, the plurality of polynomial digital predistorters may be arranged to correspond to the nonlinear characteristics of each of the plurality of power amplifiers, in a reverse order of the order in which the plurality of power amplifiers are connected in series, And a plurality of polynomial digital predistorters to which a plurality of polynomial digital predistorbers are applied.
According to the polynomial digital predistorter and method of the present invention configured as described above, the coefficients for the plurality of power amplifiers connected in series are extracted, and a plurality of polynomial digital predistorters to which the extracted coefficients are applied are connected in series It is possible to compensate for the nonlinear characteristic of a plurality of functions.
According to the polynomial digital predistorter and method of the present invention configured as described above, in order to compensate for complex nonlinear characteristics of a plurality of power amplifiers connected in series, a plurality of feedbackless polynomial digital predistorters are constructed, The coefficient is also made up of a plurality of intervals to improve the Adjacent Channel Leakage Ratio (ACLR) and the Error Vector Magnitude (EVM) performance.
1 is a diagram showing a structure of an adaptive polynomial digital predistorter.
2 is a flowchart illustrating a polynomial digital predistortion method that compensates for nonlinear characteristics of a power amplifier according to an embodiment of the present invention.
3 is a diagram showing a structure for extracting input / output characteristic data of a power amplifier according to the present invention.
FIG. 4 is a graph illustrating a polynomial coefficient according to the present invention. Referring to FIG.
5 is a diagram showing a coefficient extraction structure of a polynomial predistorter according to the present invention.
6 is a diagram illustrating a structure in which a plurality of polynomial digital predistorters are serially coupled to a plurality of power amplifiers connected in series according to an embodiment of the present invention.
7 is a diagram illustrating a structure in which a plurality of polynomial digital predistorters are serially coupled to a power amplifier in which a Doherty amplifier is combined according to an embodiment of the present invention.
The present invention may have various modifications and various embodiments, and specific embodiments are illustrated in the drawings and described in detail in the detailed description. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.
Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings.
First, a conventional polynomial digital predistorter will be described with reference to FIG. 1, a transmitter for transmitting a communication signal includes a
The
The characteristics of the
The polynomial predicting
The configuration and signal distortion method of the conventional polynomial digital predistorter have been described with the above configuration. Conventional techniques require feedback and are not suitable for compensating for nonlinear characteristics of multiple functional form due to the configuration of multiple power amplifiers. Therefore, a polynomial digital predistorter according to the present invention and its method for solving the above problem will be described.
2 is a flowchart illustrating a polynomial digital predistortion method that compensates for nonlinear characteristics of a power amplifier according to an embodiment of the present invention. Referring to FIG. 2, input / output characteristic data of a plurality of power amplifiers to be connected in series are extracted (S100). Here, the power amplifier performs the function of amplifying the output. In order to further improve the output, a plurality of power amplifiers may be connected in series. Specifically, a method of extracting the input / output characteristic data of the power amplifier will be described with reference to FIG.
3 is a diagram showing a structure for extracting input / output characteristic data of a power amplifier according to the present invention. 3, in order to extract input / output characteristic data of a power amplifier, an
The input
An input signal generated by the
The gain of the input signal is changed in the
Here, a method of setting the amplitude modulation interval will be described with reference to FIG. FIG. 4 is a graph illustrating a polynomial coefficient according to the present invention. Referring to FIG. Referring to FIG. 4, the output amplitude characteristic of the input amplitude of the power amplifier having a general nonlinearity can be confirmed. The nonlinearity characteristics are largely divided into two sections. The P1dB point can be represented by a saturation section to the right and a linear section to the left. Therefore, in order to use the polynomial coefficients of a plurality of intervals of the polynomial digital predistorter, it is possible to construct a coefficient to be classified into a linear interval saturated period.
If the coefficient is composed of a plurality of intervals as described above, the linearity of the polynomial digital predistorter having the inverse characteristic with respect to the total input / output characteristics is more precise than the linearization performance of the polynomial digital predistorter having the ACLR (Adjacent Channel Leakage Ratio) ). Therefore, although the polynomial coefficient is divided into four sections in FIG. 4, it can be suitably changed according to the input / output characteristics of the power amplifier.
The method of extracting the input / output characteristic data of the power amplifier has been described above. Referring again to FIG. 2, a polynomial digital predistortion method that compensates for the nonlinear characteristics of the power amplifier will be described.
The coefficients of the polynomial digital predistorter corresponding to each of the plurality of power amplifiers are extracted from the input / output characteristic data extracted in the step S100 of extracting the input / output characteristic data of each of the plurality of power amplifiers (S200). A method of extracting the coefficients of the polynomial digital predistorter will be described with reference to FIG.
5 is a diagram showing a coefficient extraction structure of a polynomial predistorter according to the present invention. 5, the coefficient extraction structure of the polynomial predistorter includes a
First, data on the input / output characteristics of the power amplifier, which is intended to correct non-linearity, is input to the polynomial digital predistorter algorithm
The polynomial digital predistorter algorithm
In Equation (1) representing the Boltera series, k denotes a polynomial degree, a k denotes a polynomial coefficient x (n) denotes an input signal, and y (n) denotes an output signal. To obtain the coefficients of the Volterra series, we use the LMS (Least Mean Squares) algorithm, which sets the coefficients so that the magnitude of the input and output data minimizes the phase difference. The characteristics of the polynomial predistorter must have the inverse characteristics of the input and output characteristics of the power amplifier.
Accordingly, the data of the input section obtained from the
The method of extracting the coefficients of the polynomial digital predistorter using the input / output characteristic data has been described above. Next, I will return to 2 and explain the next process.
The coefficients extracted from the input / output characteristic data are applied to a plurality of polynomial digital predistorters, and a plurality of polynomial digital predistorters to which the coefficients are applied are connected in series to compensate the nonlinear characteristics of the plurality of power amplifiers (S300). Here, a plurality of polynomial digital predistorters are connected in series, each of which applies coefficients extracted in an inverse order of a series connection of a plurality of power amplifiers to correspond to nonlinear characteristics of each of the plurality of power amplifiers.
Thus, a polynomial digital predistortion method that compensates for nonlinear characteristics of a power amplifier has been described. Next, a structure for compensating the non-linear characteristic of the power amplifier using the above method will be described.
6 is a diagram illustrating a structure in which a plurality of polynomial digital predistorters are serially coupled to a plurality of power amplifiers connected in series according to an embodiment of the present invention. Referring to FIG. 6, the apparatus includes a polynomial
First, when the
When the input signal x (n) is input to the polynomial
On the other hand, the
Equation 3 represents the output of the polynomial
Next, the output signal y 1 (n) of the polynomial
The output signal y 2 (n) of the output polynomial
When the output signal o 1 (n) of the
Next, the output signal o 2 (n) of the
(6), the characteristic functions of the polynomial
As a result, it can be seen that the signals input through Equations (3) to (6) are canceled by the characteristics of the polynomial digital predistorter and the power amplifier, and are output as they are. In order to predistort a plurality of power amplifiers as described above, the connecting order of the polynomial digital predistorter and the power amplifier must be reversed to operate as a proper polynomial digital predistorter.
Next, a structure for compensating for nonlinear characteristics of a plurality of power amplifiers in which Doherty amplifiers are combined according to another embodiment will be described. 7 is a diagram illustrating a structure in which a plurality of polynomial digital predistorters are serially coupled to a power amplifier in which a Doherty amplifier is combined according to an embodiment of the present invention. Referring to FIG. 7, a polynomial
In particular, in FIG. 7, it can be seen that a plurality of power amplifiers are merged in series and parallel. Here, the power amplifier connected in parallel is a combination of a parallel power amplifier of the Doherty amplifier type and a parallel power amplifier of the Doherty amplifier type. The configuration of the frontmost polynomial digital predistorter is shown in FIG. And a coefficient is formed by a plurality of intervals according to the following equation.
The structure in which the Doherty power amplifier is combined and the structure in which the plurality of power amplifiers are combined in series in FIG. 6 is that the structure in which the Doherty amplifier is incorporated is applied in comparison with the power amplifier structure connected in series, have. Therefore, if the nonlinear distortion compensation optimized for this type is obtained, the performance improvement of the existing mobile communication system can be increased.
6, the Doherty amplifier includes a
Therefore, the optimized coefficients of the
That is, the coefficient of the polynomial digital predistorter A 1,2 (410) is applied by calculating the power amplifier A 1 (440) and the power amplifier A 2 (450) as one power amplifier.
Here, as described with reference to FIG. 6, the polynomial digital predistorter and the power amplifier are connected to each other in reverse order, and the signal input first according to the characteristic function is finally output.
The embodiments of the present invention described in the present specification and the configurations shown in the drawings relate to the most preferred embodiments of the present invention and are not intended to encompass all of the technical ideas of the present invention so that various equivalents It should be understood that water and variations may be present. Therefore, it is to be understood that the present invention is not limited to the above-described embodiments, and that various modifications may be made without departing from the spirit and scope of the invention as defined in the appended claims. , Such changes shall be within the scope of the claims set forth in the claims.
Digital predistorter: 110
Power Amplifiers: 120, 230
Polynomial predistortion algorithm performing part: 130
Signal gain control section: 140
Input section control section: 210
Signal measuring part: 240
Memory: 250
Polynomial Digital Predistorter Algorithm Coefficient Extractor: 260
Count memory: 270
Polynomial digital predistorter A: 310
Polynomial digital predistorter B: 320, 420
Power Amplifier A: 340
Power amplifier B: 330, 430
Polynomial digital predistorter A 1,2 : 410
Power Amplifier A 1 : 440
Power amplifier A 2 : 450
Claims (12)
Extracting input / output characteristic data of each of a plurality of power amplifiers to be connected in series;
Extracting coefficients of the polynomial digital predistorter corresponding to each of the power amplifiers from the respective input / output characteristic data; And
And compensating the nonlinear characteristics of the plurality of power amplifiers by serially connecting a plurality of polynomial digital predistorters to which the extracted coefficients are applied,
Wherein the step of extracting the coefficients of the polynomial digital predistorter comprises:
Estimating a polynomial type input / output characteristic by applying a Boltera series to the input / output characteristic data; And
Determining a coefficient of the polynomial digital predistorter by applying an LMS (Least Mean Squares) algorithm to the input / output characteristic of the polynomial type, and storing the coefficient according to the address of the amplitude modulation section of the input power; Digital predistortion method.
The step of extracting the input /
Adjusting an amplitude modulation period of the input power by adjusting a gain of a signal input to the power amplifier;
Generating an input signal according to the adjusted gain and storing the input signal in an input address space of the memory; And
Measuring an output signal of the power amplifier according to the input signal and storing the measured output signal in an output address space of the memory.
Wherein the amplitude modulation section of the input power comprises:
Wherein the saturation section is divided into a linear section and the coefficient is divided into a plurality of sections.
The plurality of power amplifiers connected in series,
And one or more Doherty power amplifiers in which a main amplifier and an auxiliary amplifier are connected in parallel,
Wherein the Doherty power amplifier extracts the coefficients by applying the operating points of the main amplifier and the auxiliary amplifier to one power amplifier designed differently from each other.
Compensating for the nonlinear characteristic comprises:
Wherein the plurality of power amplifiers are serially connected to a plurality of polynomial digital predistorbers to which the extracted coefficients are applied in a reverse order of a series connection of the plurality of power amplifiers so as to correspond to nonlinear characteristics of each of the plurality of power amplifiers. Way.
An orthogonal modulator for modulating an output signal of the plurality of polynomial digital predistorters; And
And a plurality of power amplifiers connected in series to amplify the modulated output signal,
Wherein the plurality of polynomial digital predistorters comprises:
Extracting input / output characteristic data of each of the plurality of power amplifiers, extracting coefficients of a polynomial digital predistorter corresponding to each of the power amplifiers from the input / output characteristic data, calculating a plurality of polynomial digital predistortions Lt; / RTI > are connected in series,
Wherein the coefficient of the polynomial digital predistorter is:
Estimating an input / output characteristic of a polynomial type by applying a Boltera series to the input / output characteristic data, determining a coefficient of the polynomial digital predistorter by applying an LMS (Least Mean Squares) algorithm to the input / output characteristic of the polynomial type, Wherein the coefficient is stored and extracted according to the address of the amplitude modulation section of the input power.
The input /
Wherein the power amplifier comprises: a plurality of power amplifiers for varying an amplitude modulation period of an input power by adjusting a gain of a signal inputted to each of the plurality of power amplifiers, generating an input signal according to the adjusted gain, storing the input signal in an input address space of the memory, Wherein the output signal of the power amplifier according to the input signal is measured and stored in an output address space of the memory.
Wherein the amplitude modulation section of the input power comprises:
Wherein the coefficient is divided into a saturation section and a linear section, and the coefficient is composed of a plurality of sections.
Wherein the plurality of power amplifiers comprise:
Further comprising a Doherty power amplifier having a main amplifier and an auxiliary amplifier connected in parallel,
Wherein the Doherty power amplifier extracts the coefficients by applying the operating points of the main amplifier and the auxiliary amplifier to one power amplifier designed differently from each other.
Wherein the plurality of polynomial digital predistorters comprises:
Wherein the plurality of power amplifiers are serially connected to a plurality of polynomial digital predistorbers to which the extracted coefficients are applied in a reverse order of a series connection of the plurality of power amplifiers so as to correspond to nonlinear characteristics of each of the plurality of power amplifiers. Device.
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KR20200071436A (en) * | 2018-12-11 | 2020-06-19 | 삼성전자주식회사 | A power amplifier and an elelctronic device comprising the same |
KR102662272B1 (en) * | 2018-12-11 | 2024-05-02 | 삼성전자주식회사 | A power amplifier and an elelctronic device comprising the same |
KR20210091669A (en) | 2020-01-14 | 2021-07-22 | 주식회사 유캐스트 | An apparatur for compensation of nonlinearly distorted signals caused by power amplifiers based on deep learning and method thereof |
WO2023075325A1 (en) * | 2021-10-28 | 2023-05-04 | Samsung Electronics Co., Ltd. | Apparatus and method for controlling non-linear effect of power amplifier |
WO2023226444A1 (en) * | 2022-05-27 | 2023-11-30 | 华为技术有限公司 | Digital pre-distortion circuit, and digital pre-distortion method and device |
KR102537866B1 (en) | 2022-08-03 | 2023-05-31 | 에이투케이에이치에스 주식회사 | Apparatus and method for providing selecting volterra series model of digital pre-distortion system |
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