WO2019080567A1 - Multiband digital predistortion processing method, device and system - Google Patents

Multiband digital predistortion processing method, device and system

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Publication number
WO2019080567A1
WO2019080567A1 PCT/CN2018/097583 CN2018097583W WO2019080567A1 WO 2019080567 A1 WO2019080567 A1 WO 2019080567A1 CN 2018097583 W CN2018097583 W CN 2018097583W WO 2019080567 A1 WO2019080567 A1 WO 2019080567A1
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Prior art keywords
frequency band
distortion
nonlinear distortion
band
priority
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PCT/CN2018/097583
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French (fr)
Chinese (zh)
Inventor
刁穗东
吴卓智
姜成玉
雷文明
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京信通信系统(中国)有限公司
京信通信系统(广州)有限公司
京信通信技术(广州)有限公司
天津京信通信系统有限公司
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Publication of WO2019080567A1 publication Critical patent/WO2019080567A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/38Synchronous or start-stop systems, e.g. for Baudot code
    • H04L25/40Transmitting circuits; Receiving circuits
    • H04L25/49Transmitting circuits; Receiving circuits using code conversion at the transmitter; using predistortion; using insertion of idle bits for obtaining a desired frequency spectrum; using three or more amplitude levels ; Baseband coding techniques specific to data transmission systems

Definitions

  • the present invention relates to the field of signal processing technologies for wireless communications, and in particular, to a method, apparatus and system for multi-band digital predistortion processing.
  • wireless communication operators need wireless communication devices to work in multiple frequency bands simultaneously to ensure a high wireless communication rate, while using multiple sets of devices in different frequency bands will lead to an increase in cost and power consumption. It is an inevitable choice to reduce the cost and power consumption by sharing the same power amplifier and digital processing circuit in different working frequency bands of the same device, but the existing multi-band digital pre-distortion processing method has a problem of relatively poor linearization effect.
  • a method for multi-band digital pre-distortion processing comprising the following steps:
  • the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, starting from a frequency band corresponding to the highest priority nonlinear distortion index, one frequency band is sequentially selected as the current frequency band according to the priority of the nonlinear distortion index, according to The digital pre-distortion coefficient of the current frequency band updates the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band;
  • next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
  • a multi-band digital pre-distortion processing device comprising:
  • Predistortion processing unit DAC, combiner, splitter, ADC and data acquisition unit;
  • the predistortion processing unit is coupled to the combiner via a DAC, the combiner being coupled to an input of a power amplifier, the splitter being coupled to an output of the power amplifier and coupled to the data acquisition unit via an ADC,
  • the data acquisition unit is connected to the predistortion processing unit;
  • the splitter branches and outputs the feedback signal of each frequency band output by the power amplifier to the ADC;
  • the ADC performs analog-to-digital variation on the feedback signals of the respective frequency bands and outputs the signals to the data acquisition unit;
  • the data acquisition unit synchronously collects input signals of various frequency bands of the power amplifier, synchronously collects feedback signals of respective frequency bands of the power amplifier, and outputs the input signals and feedback signals to the predistortion processing unit;
  • the predistortion processing unit is configured to perform a method of multi-band digital pre-distortion processing, and output a digital pre-distortion processed input signal of each frequency band to the DAC;
  • the DAC performs digital-to-analog conversion on the digital pre-distortion-processed input signals of each frequency band, and then inputs the signals to the power amplifier through the combiner.
  • An obtaining module configured to obtain a nonlinear distortion indicator of a feedback signal of a power amplifier corresponding to each frequency band
  • an update module configured to: when the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, select a frequency band according to the priority of the nonlinear distortion index from the frequency band corresponding to the nonlinear distortion indicator with the highest priority As the current frequency band, according to the digital pre-distortion coefficient of the current frequency band, the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band is updated;
  • a predistortion processing module configured to generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-determination of the next frequency band
  • the distortion coefficient performs digital predistortion processing on the input signal of the next frequency band; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
  • a computer readable storage medium having stored thereon a computer program for performing the multi-band digital pre-distortion processing method when executed by a processor.
  • a computer apparatus comprising a memory, a processor, and a computer program stored on the memory and operative on the processor, the processor implementing the multi-band digital pre-distortion processing when the program is executed.
  • the above multi-band digital pre-distortion processing method, device and system, and computer readable storage medium and computer device obtain nonlinear distortion index of feedback signals of respective frequency bands, and perform iterative nonlinear elimination of feedback signals of respective frequency bands It can effectively improve the linearization effect of multi-band digital pre-distortion.
  • 1 is a flow chart of a method for multi-band digital pre-distortion processing of an embodiment
  • FIG. 2 is a schematic structural diagram of an apparatus for multi-band digital predistortion processing according to an embodiment
  • FIG. 3 is a schematic structural diagram of a system for multi-band digital predistortion processing according to an embodiment.
  • the present invention provides a method for multi-band digital pre-distortion processing, which may include the following steps:
  • the output signal y1 i of the power amplifier is used as a feedback signal of the power amplifier to perform digital predistortion processing on the input signal x i of the power amplifier.
  • the input signal x i of each frequency band of the power amplifier can be synchronously collected, and the feedback signal y1 i of each frequency band of the power amplifier is synchronously acquired, and then the input signal x i of each frequency band and the feedback signal y1 i of the corresponding frequency band are respectively respectively.
  • the nonlinear distortion index K 1 of the band 1 can be calculated according to x 1 and y1 1
  • the nonlinear distortion index K 2 of the band 2 is calculated according to x 2 and y1 2
  • the nonlinear distortion index of the band 3 is calculated according to x 3 and y1 3 K 3 .
  • the power amplifier can be acquired each frequency band input signal x i and a corresponding feedback signal y1 i; the respective band feedback signal corresponding to the relative y1 i x i for the input signal
  • the orthogonal component is used to separate the linear component and the nonlinear distortion component of the feedback signal corresponding to each frequency band; the nonlinear distortion index K i of each frequency band is obtained according to the linear component and the nonlinear distortion component of each frequency band.
  • delay may be first feedback signal Y1 i, so that the feedback signal delay an input signal Y1 i x i are aligned, the delay
  • the adjusted feedback signal is denoted as y2 i ; then the orthogonalization of y2 i to x i is performed to obtain y3 i .
  • the orthogonalization of y2 i to x i can be performed as follows:
  • Y3 i is the linear component of the feedback signal.
  • H represents a conjugate transpose operation.
  • the nonlinear distortion component ⁇ y i can be calculated according to the following formula:
  • the nonlinear distortion index K i of the i-th frequency band is the power ratio of the nonlinear component ⁇ y i and the linear component y3 i .
  • the feedback control signal of the power amplifier may be generated according to the digital pre-distortion coefficient of the current frequency band; and the feedback of the frequency band with the priority of the nonlinear distortion index being less than the priority of the nonlinear distortion index of the current frequency band
  • the signal is subtracted from the feedback control signal to obtain an update result of the frequency band in which the priority of the nonlinear distortion indicator is less than the priority of the nonlinear distortion indicator of the current frequency band.
  • the discrete feature may adopt the mean value of the nonlinear distortion index of each frequency band K i , or may use the difference between the maximum value and the mean value of K i .
  • the standard deviation of K i may also be used. In this way, the multi-band pre-distortion effect can be further optimized.
  • the value of the decision threshold may be taken as 0.5, that is, when the discrete feature is greater than 0.5, digital predistortion processing is sequentially performed on each frequency band; otherwise, digital predistortion processing is simultaneously performed on each frequency band.
  • the decision threshold can also take other values. It has been experimentally proved that an optimum predistortion effect can be achieved when the value is 0.5.
  • the nonlinear distortion may be determined according to the size K i of priority indicators each frequency band, the frequency band higher priority K i greater nonlinear distortion index, i.e., a non-linear distortion index descending K i
  • the order selects one frequency band in turn as the current frequency band and performs subsequent operations.
  • the digital pre-distortion coefficient of the first frequency band may be calculated according to the input signal of the first frequency band with the largest nonlinear distortion index and the feedback signal of the first frequency band;
  • the digital predistortion coefficient of the first frequency band performs digital predistortion processing on the input signal of the first frequency band, and uses the first frequency band as a current frequency band, and returns a digital predistortion coefficient to a nonlinear distortion index according to the current frequency band.
  • the step of updating the feedback signal of each frequency band smaller than the current frequency band.
  • the nonlinear distortion index can be used as the current frequency band only after the second frequency band of the first frequency band, and subsequent operations are performed; then, the nonlinear distortion index can be second only to the second The third frequency band of the second frequency band is used as the current frequency band, and subsequent operations are performed; and so on, until all frequency bands are digitally predistorted.
  • non-linear distortion index is second only to the second frequency band of the first frequency band means that the value of the nonlinear distortion index is only smaller than the first frequency band, and is greater than the frequency band of each frequency band except the first frequency band.
  • the meaning of "second only" in other parts of the present invention is similar to this and will not be described again.
  • the frequency band with the most severe nonlinear distortion can be obtained first, the digital pre-distortion coefficient of the frequency band is calculated, and the nonlinear distortion effect of the frequency band is cleared in other frequency bands, thereby optimizing the multi-band pre-distortion effect.
  • all the frequency bands can be sorted according to the nonlinear distortion index K i , and then the sorted frequency bands are numbered, and finally according to the sorting number from small to small The large order determines the current frequency band in turn.
  • the nonlinear distortion index K i of each frequency band may be multiplied by the weight P i of the corresponding frequency band to obtain a weighting result corresponding to each frequency band; The order is sorted from the largest to the smallest, thereby obtaining the priority of the nonlinear distortion index K i of each frequency band. The larger the weighted result, the higher the priority of the frequency band corresponding to the nonlinear distortion index K i .
  • the frequency bands may be arranged in descending order according to the weighted nonlinear distortion indicators.
  • the nonlinear distortion indexes of the respective frequency bands are weighted according to the weights corresponding to the respective frequency bands; the weighted nonlinear distortion index is used as Nonlinear distortion indicators for each frequency band.
  • the method of first sorting the weighted nonlinear distortion indicators and then selecting the frequency band may be adopted.
  • the weight P i can be set according to the relative position of each frequency band in the power amplifier design passband, and can be an empirical value or an expression. Specifically, the relative positions of each frequency band in the power amplifier design passband are sorted, and the frequency bands are sorted from the low frequency band to the high frequency band, and the number q i of the sorted frequency bands is 1 to N, and N is the total number of frequency bands.
  • the band weight P i of each frequency band can be obtained as follows:
  • the number of the corresponding frequency band in descending order can be recorded as j, which is called the jth frequency band.
  • the frequency band corresponding to each number is determined as the current frequency band in the order of number from small to large, that is, the frequency band numbered 1 is determined as the current frequency band, and the frequency band numbered 2 is determined as the current frequency band. Frequency band, and so on.
  • next frequency band Generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-distortion coefficient of the next frequency band.
  • the input signal of the next frequency band is subjected to digital predistortion processing; wherein the next frequency band is a frequency band whose nonlinear distortion index is second only to the current frequency band.
  • the next frequency band may also be used as the current frequency band; and then returning the feedback according to the digital pre-distortion coefficient of the current frequency band to each frequency band whose nonlinear distortion index is smaller than the current frequency band.
  • the step of updating the signal In this way, digital predistortion processing is finally realized through multiple rounds of iteration.
  • a multi-band power amplifier model may be established in advance.
  • y j g(x j , c j ), where x j is an input signal of the frequency band numbered after the sequence number j , y j is the feedback signal of the frequency band numbered j, and c j is the digital pre-distortion coefficient of the frequency band numbered j.
  • the 2-band feedback control signal obtains the updated feedback signal y′′ 3 , y′′ 4 , . . . , y′′ N of the second iteration, and so on, until the digital pre-distortion coefficients of all frequency bands are obtained. Then, The digital pre-distortion processing can be performed on the input signals of the respective frequency bands according to the digital pre-distortion coefficient.
  • the digital pre-distortion coefficients of the respective frequency bands may be simultaneously calculated; and the digital pre-distortion coefficients are simultaneously digitally pre-calculated for the input signals of the respective frequency bands. Distortion processing.
  • the pre-distorted input signal of each frequency band can be input to a DAC (Digital to Analog Converter), and then the input power amplifier is combined.
  • the combined road can be performed in the combiner, and the combined road includes frequency-recovering the signals of the respective frequency bands to the designated frequency band, and then combining and outputting.
  • the present invention further provides an apparatus for multi-band digital pre-distortion processing, which may include:
  • Predistortion processing unit DAC, combiner, splitter, ADC (Analog to Digital Converter) and data acquisition unit;
  • the predistortion processing unit is coupled to the combiner via a DAC, the combiner being coupled to an input of a power amplifier, the splitter being coupled to an output of the power amplifier and coupled to the data acquisition unit via an ADC,
  • the data acquisition unit is connected to the predistortion processing unit;
  • the splitter branches and outputs the feedback signal of each frequency band output by the power amplifier to the ADC;
  • the ADC performs analog-to-digital variation on the feedback signals of the respective frequency bands and outputs the signals to the data acquisition unit;
  • the data acquisition unit synchronously collects input signals of various frequency bands of the power amplifier, synchronously collects feedback signals of respective frequency bands of the power amplifier, and outputs the input signals and feedback signals to the predistortion processing unit;
  • the predistortion processing unit is configured to perform a method of multi-band digital pre-distortion processing, and output a digital pre-distortion processed input signal of each frequency band to the DAC;
  • the DAC performs digital-to-analog conversion on the digital pre-distortion-processed input signals of each frequency band, and then inputs the signals to the power amplifier through the combiner.
  • the apparatus for multi-band digital pre-distortion processing of this embodiment may perform the method of multi-band digital pre-distortion processing in any of the above embodiments, and details are not described herein again.
  • the acquisition unit can perform trigger storage on the input signals of the respective frequency bands before outputting to the DAC, and start the storage of the input signals of the respective frequency bands when the first synchronization trigger signal (Trigger1) is detected, and at the first time The storage of the input signals for the respective frequency bands is stopped after the length T1.
  • Trigger1 first synchronization trigger signal
  • the data acquisition unit may perform trigger storage on the feedback signals of the respective frequency bands output by the ADC, and start storing the feedback signals of the respective frequency bands when the second synchronization trigger signal (Trigger2) is detected, and in the second time length T2 The storage of the feedback signals for each frequency band is then stopped.
  • Trigger2 the second synchronization trigger signal
  • the shunt is performed in the splitter, including shunting the multi-band signal to the power amplifier, and frequency-shifting the signal to each frequency band, and then filtering each frequency band signal.
  • the signal Trigger1 and the signal Trigger2 can be triggered by the third synchronization trigger signal (Trigger3), and there is a delay ⁇ T between the signal Trigger1 and the signal Trigger2.
  • ⁇ T is less than 1 us.
  • Multi-band acquisition requires synchronization, and the more synchronized, the better, 1us is the boundary that the algorithm can tolerate.
  • both T1 and T2 satisfy 30us or more.
  • the value is 30us, which can meet the needs of the calculation coefficient without affecting the speed.
  • the multi-band digital pre-distortion processing method and device can effectively improve the linearization of multi-band digital pre-distortion by acquiring the nonlinear distortion index of the feedback signal of each frequency band and performing iterative nonlinear elimination of the feedback signals of each frequency band. effect.
  • the present invention further provides a system for multi-band digital pre-distortion processing, which may include:
  • the obtaining module 10 is configured to obtain a nonlinear distortion indicator of a feedback signal of the power amplifier corresponding to each frequency band;
  • the updating module 20 is configured to: when the discrete feature of the nonlinear distortion indicator is greater than a preset threshold, select one of the priority ranges of the nonlinear distortion indicator according to the priority of the nonlinear distortion indicator
  • the frequency band is used as the current frequency band, and the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band is updated according to the digital predistortion coefficient of the current frequency band;
  • the pre-distortion processing module 30 is configured to generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the number of the next frequency band
  • the pre-distortion coefficient performs digital pre-distortion processing on the input signal of the next frequency band; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
  • the multi-band digital pre-distortion processing system of the present invention is in one-to-one correspondence with the multi-band digital pre-distortion processing method of the present invention, and the technical features and beneficial effects described in the embodiments of the multi-band digital pre-distortion processing method are applicable.
  • the embodiment of the system for multi-band digital predistortion processing it is hereby declared.
  • the present invention also provides a computer readable storage medium having stored thereon a computer program for performing the multi-band digital pre-distortion processing method when executed by a processor.
  • the method for multi-band digital pre-distortion processing implemented by the program stored in the computer readable storage medium of the present invention is the same as the embodiment of the method for multi-band digital pre-distortion processing described above, and details are not described herein again.
  • the present invention also provides a computer device comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor implementing the multi-band digital pre-implementation when the program is executed The method of distortion processing.
  • the method for multi-band digital pre-distortion processing implemented by the processor of the computer device of the present invention is the same as the embodiment of the method for multi-band digital pre-distortion processing described above, and details are not described herein again.
  • a "computer-readable medium” can be any apparatus that can contain, store, communicate, propagate, or transport a program for use in an instruction execution system, apparatus, or device, or in conjunction with such an instruction execution system, apparatus, or device.
  • computer readable media include the following: electrical connections (electronic devices) having one or more wires, portable computer disk cartridges (magnetic devices), random access memory (RAM), Read only memory (ROM), erasable editable read only memory (EPROM or flash memory), fiber optic devices, and portable compact disk read only memory (CDROM).
  • the computer readable medium may even be a paper or other suitable medium on which the program can be printed, as it may be optically scanned, for example by paper or other medium, followed by editing, interpretation or, if appropriate, other suitable The method is processed to obtain the program electronically and then stored in computer memory.
  • portions of the invention may be implemented in hardware, software, firmware or a combination thereof.
  • multiple steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system.
  • a suitable instruction execution system For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques well known in the art: having logic gates for implementing logic functions on data signals. Discrete logic circuits, application specific integrated circuits with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.

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Abstract

The present invention relates to a multiband digital predistortion processing method and device; by means of acquiring a non-linear distortion indicator for a feedback signal of each band and carrying out iterative non-linear cancellation on the feedback signal of each band, it is possible to effectively improve the linearization effect of multiband digital predistortion.

Description

多频段数字预失真处理的方法、装置和系统Method, device and system for multi-band digital predistortion processing 技术领域Technical field
本发明涉及无线通信的信号处理技术领域,特别是涉及一种多频段数字预失真处理的方法、装置和系统。The present invention relates to the field of signal processing technologies for wireless communications, and in particular, to a method, apparatus and system for multi-band digital predistortion processing.
背景技术Background technique
在现代无线通信系统中,较高功率的发射机是整个无线通信系统中能耗最高的部分,为了节省整个系统的能耗,提高发射机的能效比是每个设备制造商的最佳选择,而提高静态工作点可以提高发射机能效比,却由于进入功率放大器的非线性区间,导致了发射信号的非线性失真。目前解决非线性失真的方法最常用的是数字预失真。In modern wireless communication systems, higher power transmitters are the most energy-intensive part of the entire wireless communication system. To save energy consumption of the entire system, it is the best choice for each equipment manufacturer to improve the energy efficiency of the transmitter. Increasing the static working point can improve the energy efficiency ratio of the transmitter, but it leads to the nonlinear distortion of the transmitted signal due to entering the nonlinear range of the power amplifier. At present, the most common method for solving nonlinear distortion is digital predistortion.
随着无线频谱的日益拥挤,无线通信运营商需要无线通信设备同时工作在多个频段来保证较高的无线通信速率,而同时采用多套不同频段的设备会导致成本和功耗的上升,因此让同一设备的不同工作频段公用同一功率放大器和数字处理电路是降低成本和功耗的必然选择,但现有的多频段数字预失真处理的方法存在线性化效果比较差的问题。With the increasing congestion of wireless spectrum, wireless communication operators need wireless communication devices to work in multiple frequency bands simultaneously to ensure a high wireless communication rate, while using multiple sets of devices in different frequency bands will lead to an increase in cost and power consumption. It is an inevitable choice to reduce the cost and power consumption by sharing the same power amplifier and digital processing circuit in different working frequency bands of the same device, but the existing multi-band digital pre-distortion processing method has a problem of relatively poor linearization effect.
发明内容Summary of the invention
基于此,有必要针对线性化效果比较差的问题,提供一种多频段数字预失真处理的方法和装置。Based on this, it is necessary to provide a multi-band digital pre-distortion processing method and apparatus for the problem of poor linearization effect.
一种多频段数字预失真处理的方法,包括以下步骤:A method for multi-band digital pre-distortion processing, comprising the following steps:
获取各个频段对应的功率放大器的反馈信号的非线性失真指标;Obtaining a nonlinear distortion index of a feedback signal of a power amplifier corresponding to each frequency band;
当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;When the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, starting from a frequency band corresponding to the highest priority nonlinear distortion index, one frequency band is sequentially selected as the current frequency band according to the priority of the nonlinear distortion index, according to The digital pre-distortion coefficient of the current frequency band updates the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band;
根据下一频段更新后的反馈信号和功率放大器的所述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,所述下一频段是非线性失真指标的优先级仅次于当前频段的非线性失真指标优先级的频段。Generating a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-distortion coefficient of the next frequency band The input signal of the frequency band is subjected to digital predistortion processing; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
一种多频段数字预失真处理的装置,包括:A multi-band digital pre-distortion processing device, comprising:
预失真处理单元,DAC,合路器,分路器,ADC以及数据采集单元;Predistortion processing unit, DAC, combiner, splitter, ADC and data acquisition unit;
所述预失真处理单元通过DAC连接到合路器,所述合路器连接到功率放大器的输入端,所述分路器连接到功率放大器的输出端,并通过ADC连接到数据采集单元,所述数据采集单元连接预失真处理单元;The predistortion processing unit is coupled to the combiner via a DAC, the combiner being coupled to an input of a power amplifier, the splitter being coupled to an output of the power amplifier and coupled to the data acquisition unit via an ADC, The data acquisition unit is connected to the predistortion processing unit;
所述分路器对功率放大器输出的各个频段的反馈信号进行分路输出至ADC;The splitter branches and outputs the feedback signal of each frequency band output by the power amplifier to the ADC;
所述ADC对各个频段的反馈信号进行模数变化后输出至数据采集单元;The ADC performs analog-to-digital variation on the feedback signals of the respective frequency bands and outputs the signals to the data acquisition unit;
所述数据采集单元同步采集功率放大器各个频段的输入信号,同步采集功率放大器各个频段的反馈信号,并将所述输入信号和反馈信号输出到预失真处理单元;The data acquisition unit synchronously collects input signals of various frequency bands of the power amplifier, synchronously collects feedback signals of respective frequency bands of the power amplifier, and outputs the input signals and feedback signals to the predistortion processing unit;
所述预失真处理单元用于执行多频段数字预失真处理的方法,并输出各频段的经数字预失真处理后的输入信号至所述DAC;The predistortion processing unit is configured to perform a method of multi-band digital pre-distortion processing, and output a digital pre-distortion processed input signal of each frequency band to the DAC;
所述DAC对各频段的经数字预失真处理后的输入信号进行数模变换后,经合路器合路输入到功率放大器。The DAC performs digital-to-analog conversion on the digital pre-distortion-processed input signals of each frequency band, and then inputs the signals to the power amplifier through the combiner.
一种多频段数字预失真处理的系统,包括:A multi-band digital predistortion processing system comprising:
获取模块,用于获取各个频段对应的功率放大器的反馈信号的非线性失真指标;An obtaining module, configured to obtain a nonlinear distortion indicator of a feedback signal of a power amplifier corresponding to each frequency band;
更新模块,用于当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;And an update module, configured to: when the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, select a frequency band according to the priority of the nonlinear distortion index from the frequency band corresponding to the nonlinear distortion indicator with the highest priority As the current frequency band, according to the digital pre-distortion coefficient of the current frequency band, the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band is updated;
预失真处理模块,用于根据下一频段更新后的反馈信号和功率放大器的所 述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,所述下一频段是非线性失真指标的优先级仅次于当前频段的非线性失真指标优先级的频段。a predistortion processing module, configured to generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-determination of the next frequency band The distortion coefficient performs digital predistortion processing on the input signal of the next frequency band; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现所述的多频段数字预失真处理的方法。A computer readable storage medium having stored thereon a computer program for performing the multi-band digital pre-distortion processing method when executed by a processor.
一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现所述的多频段数字预失真处理的方法。A computer apparatus comprising a memory, a processor, and a computer program stored on the memory and operative on the processor, the processor implementing the multi-band digital pre-distortion processing when the program is executed.
上述多频段数字预失真处理的方法、装置和系统,以及计算机可读存储介质和计算机设备,通过获取各个频段的反馈信号的非线性失真指标,并对各个频段的反馈信号进行迭代的非线性消去,能有效提高多频段数字预失真的线性化效果。The above multi-band digital pre-distortion processing method, device and system, and computer readable storage medium and computer device obtain nonlinear distortion index of feedback signals of respective frequency bands, and perform iterative nonlinear elimination of feedback signals of respective frequency bands It can effectively improve the linearization effect of multi-band digital pre-distortion.
附图说明DRAWINGS
图1为一个实施例的多频段数字预失真处理的方法流程图;1 is a flow chart of a method for multi-band digital pre-distortion processing of an embodiment;
图2为一个实施例的多频段数字预失真处理的装置的结构示意图;2 is a schematic structural diagram of an apparatus for multi-band digital predistortion processing according to an embodiment;
图3一个实施例的多频段数字预失真处理的系统的结构示意图。FIG. 3 is a schematic structural diagram of a system for multi-band digital predistortion processing according to an embodiment.
具体实施方式Detailed ways
下面结合附图对本发明的技术方案进行说明。The technical solution of the present invention will be described below with reference to the accompanying drawings.
如图1所示,本发明提供一种多频段数字预失真处理的方法,可包括以下步骤:As shown in FIG. 1, the present invention provides a method for multi-band digital pre-distortion processing, which may include the following steps:
S1,获取各个频段对应的功率放大器的反馈信号的非线性失真指标;S1, acquiring a nonlinear distortion indicator of a feedback signal of a power amplifier corresponding to each frequency band;
本发明实施例中,将功率放大器的输出信号y1 i作为功率放大器的反馈信号,来对功率放大器的输入信号x i进行数字预失真处理。在一个实施例中,可同步采集功率放大器各个频段的输入信号x i,并同步采集功率放大器各个频段的反馈信号y1 i,然后分别根据各个频段的输入信号x i和对应频段的反馈信号y1 i计算对应 频段的反馈信号的非线性失真指标K i。例如,假设共有3个频段,可以同步采集这3个频段的输入信号x 1,x 2和x 3,同时,可以同步采集这3个频段的反馈信号y1 1,y1 2和y1 3;然后,可以根据x 1和y1 1计算频段1的非线性失真指标K 1,根据x 2和y1 2计算频段2的非线性失真指标K 2,并根据x 3和y1 3计算频段3的非线性失真指标K 3In the embodiment of the present invention, the output signal y1 i of the power amplifier is used as a feedback signal of the power amplifier to perform digital predistortion processing on the input signal x i of the power amplifier. In one embodiment, the input signal x i of each frequency band of the power amplifier can be synchronously collected, and the feedback signal y1 i of each frequency band of the power amplifier is synchronously acquired, and then the input signal x i of each frequency band and the feedback signal y1 i of the corresponding frequency band are respectively respectively. Calculate the nonlinear distortion index K i of the feedback signal of the corresponding frequency band. For example, assuming a total of three bands, can be synchronized capture three-band input signals x 1, x 2 and x 3, at the same time, can be synchronized capture three-band feedback signal y1 1, y1 2, and y1 3; then, The nonlinear distortion index K 1 of the band 1 can be calculated according to x 1 and y1 1 , the nonlinear distortion index K 2 of the band 2 is calculated according to x 2 and y1 2 , and the nonlinear distortion index of the band 3 is calculated according to x 3 and y1 3 K 3 .
进一步地,在计算非线性失真指标K i时,可以采集所述功率放大器各个频段的输入信号x i和对应的反馈信号y1 i;将各个频段的反馈信号y1 i相对对应的输入信号x i进行正交化,分离得到各个频段对应的反馈信号的线性分量和非线性失真分量;根据每个频段的线性分量和非线性失真分量获得各个频段的非线性失真指标K i。具体地,对于第i频段的输入信号x i和第i频段的反馈信号y1 i,首先可对反馈信号y1 i进行时延,使反馈信号y1 i的时延对齐输入信号x i,将时延调整后的反馈信号记为y2 i;然后进行y2 i对x i的正交化得到y3 i。在一个实施例中,可根据以下方式进行y2 i对x i的正交化: Further, in the calculation of the nonlinear distortion index K i, the power amplifier can be acquired each frequency band input signal x i and a corresponding feedback signal y1 i; the respective band feedback signal corresponding to the relative y1 i x i for the input signal The orthogonal component is used to separate the linear component and the nonlinear distortion component of the feedback signal corresponding to each frequency band; the nonlinear distortion index K i of each frequency band is obtained according to the linear component and the nonlinear distortion component of each frequency band. In particular, for the i-th input frequency band signals x i and i i-band feedback signal Y1, delay may be first feedback signal Y1 i, so that the feedback signal delay an input signal Y1 i x i are aligned, the delay The adjusted feedback signal is denoted as y2 i ; then the orthogonalization of y2 i to x i is performed to obtain y3 i . In one embodiment, the orthogonalization of y2 i to x i can be performed as follows:
Figure PCTCN2018097583-appb-000001
Figure PCTCN2018097583-appb-000001
y3 i即为反馈信号的线性分量。其中,H表示共轭转置操作。然后,可根据下式计算非线性失真分量Δy iY3 i is the linear component of the feedback signal. Where H represents a conjugate transpose operation. Then, the nonlinear distortion component Δy i can be calculated according to the following formula:
Δy i=y2 i-y3 iΔy i = y2 i - y3 i .
则第i频段的非线性失真指标K i即为非线性分量Δy i与线性分量y3 i的功率比值。 Then, the nonlinear distortion index K i of the i-th frequency band is the power ratio of the nonlinear component Δy i and the linear component y3 i .
S2,当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;S2, when the discrete feature of the nonlinear distortion indicator is greater than a preset threshold, starting from a frequency band corresponding to the highest priority nonlinear distortion index, selecting a frequency band as the current frequency band according to the priority of the nonlinear distortion index priority And updating, according to the digital pre-distortion coefficient of the current frequency band, a feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band;
在本步骤中,可以根据当前频段的数字预失真系数生成所述功率放大器的反馈控制信号;将所述非线性失真指标的优先级小于所述当前频段的非线性失真指标优先级的频段的反馈信号减去所述反馈控制信号,获得所述非线性失真指标的优先级小于所述当前频段的非线性失真指标优先级的频段的更新结果。In this step, the feedback control signal of the power amplifier may be generated according to the digital pre-distortion coefficient of the current frequency band; and the feedback of the frequency band with the priority of the nonlinear distortion index being less than the priority of the nonlinear distortion index of the current frequency band The signal is subtracted from the feedback control signal to obtain an update result of the frequency band in which the priority of the nonlinear distortion indicator is less than the priority of the nonlinear distortion indicator of the current frequency band.
在本步骤中,根据每个频段的非线性失真指标K i的离散特征,决定后续是对每个频段依次进行数字预失真系数计算和预失真处理,还是对每个频段同时进行数字预失真系数计算然后同时进行预失真处理。通过这种方式可以更有效地优化多频段预失真效果。其中,离散特征可采用各个频段K i的非线性失真指标的均值,也可以采用K i的最大值与均值的差,较优地,还可以采用K i的标准差。通过这种方式可以进一步优化多频段预失真效果。在一个实施例中,判决门限的值可以取0.5,即,当离散特征大于0.5时,对各个频段依次进行数字预失真处理;否则,对各个频段同时进行数字预失真处理。判决门限也可以取其他值,经过实验证明,取值为0.5时可以达到最优的预失真效果。 In this step, according to the discrete characteristics of the nonlinear distortion index K i of each frequency band, it is determined whether the digital pre-distortion coefficient calculation and the pre-distortion processing are sequentially performed for each frequency band, or the digital pre-distortion coefficient is simultaneously performed for each frequency band. The calculation is then performed simultaneously with predistortion processing. In this way, multi-band pre-distortion effects can be optimized more efficiently. The discrete feature may adopt the mean value of the nonlinear distortion index of each frequency band K i , or may use the difference between the maximum value and the mean value of K i . Preferably, the standard deviation of K i may also be used. In this way, the multi-band pre-distortion effect can be further optimized. In one embodiment, the value of the decision threshold may be taken as 0.5, that is, when the discrete feature is greater than 0.5, digital predistortion processing is sequentially performed on each frequency band; otherwise, digital predistortion processing is simultaneously performed on each frequency band. The decision threshold can also take other values. It has been experimentally proved that an optimum predistortion effect can be achieved when the value is 0.5.
在一个实施例中,可以按照非线性失真指标K i的大小确定各个频段的优先级,非线性失真指标K i越大的频段优先级越高,即按照非线性失真指标K i从大到小的顺序依次选择一个频段作为当前频段,并执行后续操作。进一步地,对于非线性失真指标最大的第一频段,可以根据非线性失真指标最大的第一频段的输入信号与所述第一频段的反馈信号计算所述第一频段的数字预失真系数;根据所述第一频段的数字预失真系数对所述第一频段的输入信号进行数字预失真处理,并将所述第一频段作为当前频段,返回根据当前频段的数字预失真系数对非线性失真指标小于当前频段的各个频段的反馈信号进行更新的步骤。在得到第一频段的数字预失真系数之后,可以将非线性失真指标仅次于第一频段的第二频段作为当前频段,并执行后续操作;然后,可以将将非线性失真指标仅次于第二频段的第三频段作为当前频段,并执行后续操作;以此类推,直到对所有频段均进行数字预失真处理。需要说明的是,上述“非线性失真指标仅次于第一频段的第二频段”是指非线性失真指标的值只小于第一频段,并且大于除第一频段以外的各个频段的频段。本发明其他部分中“仅次于”的含义与此类似,不再赘述。 In one embodiment, the nonlinear distortion may be determined according to the size K i of priority indicators each frequency band, the frequency band higher priority K i greater nonlinear distortion index, i.e., a non-linear distortion index descending K i The order selects one frequency band in turn as the current frequency band and performs subsequent operations. Further, for the first frequency band with the largest nonlinear distortion index, the digital pre-distortion coefficient of the first frequency band may be calculated according to the input signal of the first frequency band with the largest nonlinear distortion index and the feedback signal of the first frequency band; The digital predistortion coefficient of the first frequency band performs digital predistortion processing on the input signal of the first frequency band, and uses the first frequency band as a current frequency band, and returns a digital predistortion coefficient to a nonlinear distortion index according to the current frequency band. The step of updating the feedback signal of each frequency band smaller than the current frequency band. After obtaining the digital predistortion coefficient of the first frequency band, the nonlinear distortion index can be used as the current frequency band only after the second frequency band of the first frequency band, and subsequent operations are performed; then, the nonlinear distortion index can be second only to the second The third frequency band of the second frequency band is used as the current frequency band, and subsequent operations are performed; and so on, until all frequency bands are digitally predistorted. It should be noted that the foregoing “non-linear distortion index is second only to the second frequency band of the first frequency band” means that the value of the nonlinear distortion index is only smaller than the first frequency band, and is greater than the frequency band of each frequency band except the first frequency band. The meaning of "second only" in other parts of the present invention is similar to this and will not be described again.
通过这种方式,可以先获取非线性失真最严重的频段,计算该频段的数字预失真系数,并在其他频段中清除该频段的非线性失真影响,从而优化多频段预失真效果。为了便于按照非线性失真指标K i从大到小的顺序依次选择当前频段,可以对所有频段按照非线性失真指标K i进行排序,然后对排序后的各个频 段进行编号,最后根据排序编号从小到大的顺序依次确定当前频段。 In this way, the frequency band with the most severe nonlinear distortion can be obtained first, the digital pre-distortion coefficient of the frequency band is calculated, and the nonlinear distortion effect of the frequency band is cleared in other frequency bands, thereby optimizing the multi-band pre-distortion effect. In order to facilitate the selection of the current frequency band according to the order of the nonlinear distortion index K i from the largest to the smallest, all the frequency bands can be sorted according to the nonlinear distortion index K i , and then the sorted frequency bands are numbered, and finally according to the sorting number from small to small The large order determines the current frequency band in turn.
在另一个实施例中,也可以将所述各个频段的非线性失真指标K i分别乘以对应频段的权值P i,得到各个频段对应的加权结果;对所述各个频段对应的加权结果按照从大到小的顺序进行排序,从而得到各个频段的非线性失真指标K i的优先级。加权结果越大的非线性失真指标K i对应的频段优先级越高。为了便于按照加权后的各个非线性失真指标从大到小的顺序依次选择当前频段,可以根据加权后的各个非线性失真指标的大小,对各个频段进行降序排列。即,在根据各个频段的非线性失真指标的大小,对各个频段进行降序排列之前,分别根据各个频段对应的权值对各个频段的非线性失真指标进行加权;将加权后的非线性失真指标作为各个频段的非线性失真指标。 In another embodiment, the nonlinear distortion index K i of each frequency band may be multiplied by the weight P i of the corresponding frequency band to obtain a weighting result corresponding to each frequency band; The order is sorted from the largest to the smallest, thereby obtaining the priority of the nonlinear distortion index K i of each frequency band. The larger the weighted result, the higher the priority of the frequency band corresponding to the nonlinear distortion index K i . In order to facilitate the selection of the current frequency band according to the weighted nonlinear distortion index from the largest to the smallest, the frequency bands may be arranged in descending order according to the weighted nonlinear distortion indicators. That is, before the respective frequency bands are sorted in descending order according to the magnitude of the nonlinear distortion index of each frequency band, the nonlinear distortion indexes of the respective frequency bands are weighted according to the weights corresponding to the respective frequency bands; the weighted nonlinear distortion index is used as Nonlinear distortion indicators for each frequency band.
较优地,可采取先对加权后的各个非线性失真指标进行排序,再选择频段的方式。其中,权值P i可根据每个频段在功率放大器设计通带中的相对位置而设定,可以为经验值,也可以建模为表达式。具体为,对每个频段在功率放大器设计通带中的相对位置进行排序,由低频段至高频段对频段进行排序,排序后的频段的编号q i为1到N,N为频段总个数,则各个频段的频段权值P i可根据以下方式获取: Preferably, the method of first sorting the weighted nonlinear distortion indicators and then selecting the frequency band may be adopted. Wherein, the weight P i can be set according to the relative position of each frequency band in the power amplifier design passband, and can be an empirical value or an expression. Specifically, the relative positions of each frequency band in the power amplifier design passband are sorted, and the frequency bands are sorted from the low frequency band to the high frequency band, and the number q i of the sorted frequency bands is 1 to N, and N is the total number of frequency bands. The band weight P i of each frequency band can be obtained as follows:
P i=(q i-1)*(N-q i)+1。 P i =(q i -1)*(Nq i )+1.
完成排序后,降序排列的相应频段的编号可记为j,称为第j频段。根据编号确定当前频段时,按照编号从小到大的顺序依次将各个编号对应的频段确定为当前频段,即,先将编号为1的频段确定为当前频段,再将编号为2的频段确定为当前频段,以此类推。After the sorting is completed, the number of the corresponding frequency band in descending order can be recorded as j, which is called the jth frequency band. When determining the current frequency band according to the number, the frequency band corresponding to each number is determined as the current frequency band in the order of number from small to large, that is, the frequency band numbered 1 is determined as the current frequency band, and the frequency band numbered 2 is determined as the current frequency band. Frequency band, and so on.
S3,根据下一频段更新后的反馈信号和功率放大器的所述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,下一频段是非线性失真指标仅次于当前频段的频段。S3. Generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-distortion coefficient of the next frequency band. The input signal of the next frequency band is subjected to digital predistortion processing; wherein the next frequency band is a frequency band whose nonlinear distortion index is second only to the current frequency band.
进一步地,在生成下一频段的数字预失真系数之后,还可以将所述下一频段作为当前频段;然后返回根据当前频段的数字预失真系数对非线性失真指标小于当前频段的各个频段的反馈信号进行更新的步骤。这样,通过多轮迭代, 最终实现数字预失真处理。Further, after generating the digital pre-distortion coefficient of the next frequency band, the next frequency band may also be used as the current frequency band; and then returning the feedback according to the digital pre-distortion coefficient of the current frequency band to each frequency band whose nonlinear distortion index is smaller than the current frequency band. The step of updating the signal. In this way, digital predistortion processing is finally realized through multiple rounds of iteration.
作为一个具体实施例,可以预先建立多频段功放模型,例如,可建立以下多频段功放模型:y j=g(x j,c j),其中x j是排序后编号为j的频段的输入信号,y j是排序后编号为j的频段的反馈信号,c j是排序后编号为j的频段的数字预失真系数。在实际应用中,可以通过第j=1频段的输入信号x 1和反馈信号y 1计算得到c 1后,将x 1替换为x 2,得到第j=2频段的反馈控制信号为
Figure PCTCN2018097583-appb-000002
然后获得第1轮迭代的第j=2频段的更新后的反馈信号
Figure PCTCN2018097583-appb-000003
同样方法得到第1轮迭代其他频段的反馈信号y' 3,y' 4,……,y' N,N为频段总数。然后,可以对j=2频段进行数字预失真系数计算和预失真处理,具体地,包括在完成第j=1频段的数字预失真系数计算和数字预失真处理,并得到第1轮迭代的其他频段的反馈信号后,通过第j=2频段的功放输入信号x 2和反馈信号y' 2计算得到c 2,然后扣除j=1和j=2的其他频段的反馈信号中消去由第j=2频段的反馈控制信号,得到第二轮迭代的更新后的反馈信号y″ 3,y″ 4,……,y″ N。以此类推,直到获取到所有频段的数字预失真系数。然后,可以根据该数字预失真系数分别对各个频段的输入信号进行数字预失真处理。
As a specific embodiment, a multi-band power amplifier model may be established in advance. For example, the following multi-band power amplifier model may be established: y j =g(x j , c j ), where x j is an input signal of the frequency band numbered after the sequence number j , y j is the feedback signal of the frequency band numbered j, and c j is the digital pre-distortion coefficient of the frequency band numbered j. In practical applications, after calculating c 1 by using the input signal x 1 and the feedback signal y 1 of the j=1 band, the x 1 is replaced by x 2 , and the feedback control signal of the j=2 band is obtained.
Figure PCTCN2018097583-appb-000002
Then obtain the updated feedback signal of the j=2 band of the first round of iteration
Figure PCTCN2018097583-appb-000003
In the same way, the feedback signals y' 3 , y ' 4 , ..., y' N , N of the other frequency bands in the first round of iteration are obtained. Then, the digital pre-distortion coefficient calculation and the pre-distortion processing can be performed on the j=2 frequency band, specifically, the digital pre-distortion coefficient calculation and the digital pre-distortion processing in the j=1th band are completed, and the first round of iterations is obtained. After the feedback signal of the frequency band, c 2 is calculated by the power amplifier input signal x 2 and the feedback signal y′ 2 of the j=2 frequency band, and then the feedback signals of other frequency bands deducting j=1 and j=2 are eliminated by the j=th= The 2-band feedback control signal obtains the updated feedback signal y′′ 3 , y′′ 4 , . . . , y′′ N of the second iteration, and so on, until the digital pre-distortion coefficients of all frequency bands are obtained. Then, The digital pre-distortion processing can be performed on the input signals of the respective frequency bands according to the digital pre-distortion coefficient.
在另一个实施例中,当所述离散特征小于或等于所述判决门限时,可以同时计算各个频段的数字预失真系数;并根据所述数字预失真系数同时对各个频段的输入信号进行数字预失真处理。In another embodiment, when the discrete feature is less than or equal to the decision threshold, the digital pre-distortion coefficients of the respective frequency bands may be simultaneously calculated; and the digital pre-distortion coefficients are simultaneously digitally pre-calculated for the input signals of the respective frequency bands. Distortion processing.
在进行数字预失真处理之后,可以把每个频段经过预失真处理后的输入信号,输入到DAC(Digital to Analog Converter,数模转换器),然后合路输入功率放大器。其中,合路可以在合路器中进行,合路包括对各个频段信号进行搬频恢复到指定频段,然后合路输出。After the digital pre-distortion processing, the pre-distorted input signal of each frequency band can be input to a DAC (Digital to Analog Converter), and then the input power amplifier is combined. Wherein, the combined road can be performed in the combiner, and the combined road includes frequency-recovering the signals of the respective frequency bands to the designated frequency band, and then combining and outputting.
如图2所示,本发明还提供一种多频段数字预失真处理的装置,可包括:As shown in FIG. 2, the present invention further provides an apparatus for multi-band digital pre-distortion processing, which may include:
预失真处理单元,DAC,合路器,分路器,ADC(Analog to Digital Converter,模数转换器)以及数据采集单元;Predistortion processing unit, DAC, combiner, splitter, ADC (Analog to Digital Converter) and data acquisition unit;
所述预失真处理单元通过DAC连接到合路器,所述合路器连接到功率放大器的输入端,所述分路器连接到功率放大器的输出端,并通过ADC连接到数据采集单元,所述数据采集单元连接预失真处理单元;The predistortion processing unit is coupled to the combiner via a DAC, the combiner being coupled to an input of a power amplifier, the splitter being coupled to an output of the power amplifier and coupled to the data acquisition unit via an ADC, The data acquisition unit is connected to the predistortion processing unit;
所述分路器对功率放大器输出的各个频段的反馈信号进行分路输出至ADC;The splitter branches and outputs the feedback signal of each frequency band output by the power amplifier to the ADC;
所述ADC对各个频段的反馈信号进行模数变化后输出至数据采集单元;The ADC performs analog-to-digital variation on the feedback signals of the respective frequency bands and outputs the signals to the data acquisition unit;
所述数据采集单元同步采集功率放大器各个频段的输入信号,同步采集功率放大器各个频段的反馈信号,并将所述输入信号和反馈信号输出到预失真处理单元;The data acquisition unit synchronously collects input signals of various frequency bands of the power amplifier, synchronously collects feedback signals of respective frequency bands of the power amplifier, and outputs the input signals and feedback signals to the predistortion processing unit;
所述预失真处理单元用于执行多频段数字预失真处理的方法,并输出各频段的经数字预失真处理后的输入信号至所述DAC;The predistortion processing unit is configured to perform a method of multi-band digital pre-distortion processing, and output a digital pre-distortion processed input signal of each frequency band to the DAC;
所述DAC对各频段的经数字预失真处理后的输入信号进行数模变换后,经合路器合路输入到功率放大器。The DAC performs digital-to-analog conversion on the digital pre-distortion-processed input signals of each frequency band, and then inputs the signals to the power amplifier through the combiner.
本实施例的多频段数字预失真处理的装置可执行上述任意实施例中的多频段数字预失真处理的方法,此处不再赘述。The apparatus for multi-band digital pre-distortion processing of this embodiment may perform the method of multi-band digital pre-distortion processing in any of the above embodiments, and details are not described herein again.
进一步地,据采集单元可对各个频段的输出到DAC前的输入信号进行触发式存储,在检测到第一同步触发信号(Trigger1)时启动对各个频段的输入信号的存储,并在第一时间长度T1之后停止对各个频段的输入信号的存储。Further, the acquisition unit can perform trigger storage on the input signals of the respective frequency bands before outputting to the DAC, and start the storage of the input signals of the respective frequency bands when the first synchronization trigger signal (Trigger1) is detected, and at the first time The storage of the input signals for the respective frequency bands is stopped after the length T1.
进一步地,数据采集单元可对ADC输出的各个频段的反馈信号进行触发式存储,在检测到第二同步触发信号(Trigger2)时启动对各个频段的反馈信号的存储,并在第二时间长度T2之后停止对各个频段的反馈信号的存储。Further, the data acquisition unit may perform trigger storage on the feedback signals of the respective frequency bands output by the ADC, and start storing the feedback signals of the respective frequency bands when the second synchronization trigger signal (Trigger2) is detected, and in the second time length T2 The storage of the feedback signals for each frequency band is then stopped.
其中,分路在分路器中进行,包括对功放反馈多频段信号的分路,对每个频段信号搬频到零频,然后对每个频段信号进行滤波。Wherein, the shunt is performed in the splitter, including shunting the multi-band signal to the power amplifier, and frequency-shifting the signal to each frequency band, and then filtering each frequency band signal.
其中,信号Trigger1与信号Trigger2可由第三同步触发信号(Trigger3)触发,信号Trigger1与信号Trigger2之间存在时延的ΔT。较优地,ΔT小于1us。多频段的采集要求同步,越同步越好,1us是算法能容忍的边界。其中,T1和T2都满足大于等于30us。较优地,T1=T2=30us。取值为30us,既能满足计算系数的需要,又不会影响速度。The signal Trigger1 and the signal Trigger2 can be triggered by the third synchronization trigger signal (Trigger3), and there is a delay ΔT between the signal Trigger1 and the signal Trigger2. Preferably, ΔT is less than 1 us. Multi-band acquisition requires synchronization, and the more synchronized, the better, 1us is the boundary that the algorithm can tolerate. Among them, both T1 and T2 satisfy 30us or more. Preferably, T1 = T2 = 30us. The value is 30us, which can meet the needs of the calculation coefficient without affecting the speed.
上述多频段数字预失真处理的方法和装置,通过获取各个频段的反馈信号的非线性失真指标,并对各个频段的反馈信号进行迭代的非线性消去,能有效提高多频段数字预失真的线性化效果。The multi-band digital pre-distortion processing method and device can effectively improve the linearization of multi-band digital pre-distortion by acquiring the nonlinear distortion index of the feedback signal of each frequency band and performing iterative nonlinear elimination of the feedback signals of each frequency band. effect.
如图3所示,本发明还提供一种多频段数字预失真处理的系统,可包括:As shown in FIG. 3, the present invention further provides a system for multi-band digital pre-distortion processing, which may include:
获取模块10,用于获取各个频段对应的功率放大器的反馈信号的非线性失真指标;The obtaining module 10 is configured to obtain a nonlinear distortion indicator of a feedback signal of the power amplifier corresponding to each frequency band;
更新模块20,用于当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;The updating module 20 is configured to: when the discrete feature of the nonlinear distortion indicator is greater than a preset threshold, select one of the priority ranges of the nonlinear distortion indicator according to the priority of the nonlinear distortion indicator The frequency band is used as the current frequency band, and the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band is updated according to the digital predistortion coefficient of the current frequency band;
预失真处理模块30,用于根据下一频段更新后的反馈信号和功率放大器的所述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,所述下一频段是非线性失真指标的优先级仅次于当前频段的非线性失真指标优先级的频段。The pre-distortion processing module 30 is configured to generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the number of the next frequency band The pre-distortion coefficient performs digital pre-distortion processing on the input signal of the next frequency band; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
本发明的多频段数字预失真处理的系统与本发明的多频段数字预失真处理的方法一一对应,在上述多频段数字预失真处理的方法的实施例阐述的技术特征及其有益效果均适用于多频段数字预失真处理的系统的实施例中,特此声明。The multi-band digital pre-distortion processing system of the present invention is in one-to-one correspondence with the multi-band digital pre-distortion processing method of the present invention, and the technical features and beneficial effects described in the embodiments of the multi-band digital pre-distortion processing method are applicable. In the embodiment of the system for multi-band digital predistortion processing, it is hereby declared.
进一步地,本发明还提供一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现所述的多频段数字预失真处理的方法。本发明的计算机可读存储介质上存储的程序所实现的多频段数字预失真处理的方法与上述多频段数字预失真处理的方法的实施例相同,此处不再赘述。Further, the present invention also provides a computer readable storage medium having stored thereon a computer program for performing the multi-band digital pre-distortion processing method when executed by a processor. The method for multi-band digital pre-distortion processing implemented by the program stored in the computer readable storage medium of the present invention is the same as the embodiment of the method for multi-band digital pre-distortion processing described above, and details are not described herein again.
进一步地,本发明还提供一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现所述的多频段数字预失真处理的方法。本发明的计算机设备的处理器所实现的多频段数字预失真处理的方法与上述多频段数字预失真处理的方法的实施例相同,此处不再赘述。Further, the present invention also provides a computer device comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor implementing the multi-band digital pre-implementation when the program is executed The method of distortion processing. The method for multi-band digital pre-distortion processing implemented by the processor of the computer device of the present invention is the same as the embodiment of the method for multi-band digital pre-distortion processing described above, and details are not described herein again.
在流程图中表示或在此以其他方式描述的逻辑和/或步骤,例如,可以被认为是用于实现逻辑功能的可执行指令的定序列表,可以具体实现在任何计算机可读介质中,以供指令执行系统、装置或设备(如基于计算机的系统、包括处 理器的系统或其他可以从指令执行系统、装置或设备取指令并执行指令的系统)使用,或结合这些指令执行系统、装置或设备而使用。就本说明书而言,“计算机可读介质”可以是任何可以包含、存储、通信、传播或传输程序以供指令执行系统、装置或设备或结合这些指令执行系统、装置或设备而使用的装置。The logic and/or steps represented in the flowchart or otherwise described herein, for example, may be considered as an ordered list of executable instructions for implementing logical functions, and may be embodied in any computer readable medium, Used in conjunction with, or in conjunction with, an instruction execution system, apparatus, or device (eg, a computer-based system, a system including a processor, or other system that can fetch instructions and execute instructions from an instruction execution system, apparatus, or device) Or use with equipment. For the purposes of this specification, a "computer-readable medium" can be any apparatus that can contain, store, communicate, propagate, or transport a program for use in an instruction execution system, apparatus, or device, or in conjunction with such an instruction execution system, apparatus, or device.
计算机可读介质的更具体的示例(非穷尽性列表)包括以下:具有一个或多个布线的电连接部(电子装置),便携式计算机盘盒(磁装置),随机存取存储器(RAM),只读存储器(ROM),可擦除可编辑只读存储器(EPROM或闪速存储器),光纤装置,以及便携式光盘只读存储器(CDROM)。另外,计算机可读介质甚至可以是可在其上打印所述程序的纸或其他合适的介质,因为可以例如通过对纸或其他介质进行光学扫描,接着进行编辑、解译或必要时以其他合适方式进行处理来以电子方式获得所述程序,然后将其存储在计算机存储器中。More specific examples (non-exhaustive list) of computer readable media include the following: electrical connections (electronic devices) having one or more wires, portable computer disk cartridges (magnetic devices), random access memory (RAM), Read only memory (ROM), erasable editable read only memory (EPROM or flash memory), fiber optic devices, and portable compact disk read only memory (CDROM). In addition, the computer readable medium may even be a paper or other suitable medium on which the program can be printed, as it may be optically scanned, for example by paper or other medium, followed by editing, interpretation or, if appropriate, other suitable The method is processed to obtain the program electronically and then stored in computer memory.
应当理解,本发明的各部分可以用硬件、软件、固件或它们的组合来实现。在上述实施方式中,多个步骤或方法可以用存储在存储器中且由合适的指令执行系统执行的软件或固件来实现。例如,如果用硬件来实现,和在另一实施方式中一样,可用本领域公知的下列技术中的任一项或他们的组合来实现:具有用于对数据信号实现逻辑功能的逻辑门电路的离散逻辑电路,具有合适的组合逻辑门电路的专用集成电路,可编程门阵列(PGA),现场可编程门阵列(FPGA)等。It should be understood that portions of the invention may be implemented in hardware, software, firmware or a combination thereof. In the above-described embodiments, multiple steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques well known in the art: having logic gates for implementing logic functions on data signals. Discrete logic circuits, application specific integrated circuits with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of the present specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" and the like means a specific feature described in connection with the embodiment or example. A structure, material or feature is included in at least one embodiment or example of the invention. In the present specification, the schematic representation of the above terms does not necessarily mean the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in a suitable manner in any one or more embodiments or examples.
以上所述实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above-described embodiments may be arbitrarily combined. For the sake of brevity of description, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction between the combinations of these technical features, All should be considered as the scope of this manual.
以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-described embodiments are merely illustrative of several embodiments of the present invention, and the description thereof is more specific and detailed, but is not to be construed as limiting the scope of the invention. It should be noted that a number of variations and modifications may be made by those skilled in the art without departing from the spirit and scope of the invention. Therefore, the scope of the invention should be determined by the appended claims.

Claims (10)

  1. 一种多频段数字预失真处理的方法,其特征在于,包括以下步骤:A method for multi-band digital pre-distortion processing, comprising the steps of:
    获取各个频段对应的功率放大器的反馈信号的非线性失真指标;Obtaining a nonlinear distortion index of a feedback signal of a power amplifier corresponding to each frequency band;
    当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;When the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, starting from a frequency band corresponding to the highest priority nonlinear distortion index, one frequency band is sequentially selected as the current frequency band according to the priority of the nonlinear distortion index, according to The digital pre-distortion coefficient of the current frequency band updates the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band;
    根据下一频段更新后的反馈信号和功率放大器的所述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,所述下一频段是非线性失真指标的优先级仅次于当前频段的非线性失真指标优先级的频段。Generating a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-distortion coefficient of the next frequency band The input signal of the frequency band is subjected to digital predistortion processing; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
  2. 根据权利要求1所述的多频段数字预失真处理的方法,其特征在于,所述获取功率放大器各个频段的反馈信号的非线性失真指标的步骤包括:The multi-band digital pre-distortion processing method according to claim 1, wherein the step of acquiring a nonlinear distortion index of a feedback signal of each frequency band of the power amplifier comprises:
    采集所述功率放大器各个频段的输入信号和对应的反馈信号;Acquiring an input signal and a corresponding feedback signal of each frequency band of the power amplifier;
    将各个频段的反馈信号相对对应的输入信号进行正交化,分离得到各个频段对应的反馈信号的线性分量和非线性失真分量;The feedback signals of the respective frequency bands are orthogonalized with respect to the corresponding input signals, and the linear components and the nonlinear distortion components of the feedback signals corresponding to the respective frequency bands are separated.
    根据每个频段的线性分量和非线性失真分量获得各个频段的非线性失真指标。The nonlinear distortion index of each frequency band is obtained according to the linear component and the nonlinear distortion component of each frequency band.
  3. 根据权利要求1所述多频段数字预失真处理的方法,其特征在于,所述根据所述当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新的步骤包括:The multi-band digital pre-distortion processing method according to claim 1, wherein the priority of the digital distortion coefficient according to the current frequency band is less than the priority of the nonlinear distortion index of the current frequency band. The steps of updating the feedback signals of each frequency band include:
    根据当前频段的数字预失真系数生成所述功率放大器的反馈控制信号;Generating a feedback control signal of the power amplifier according to a digital predistortion coefficient of a current frequency band;
    将所述非线性失真指标的优先级小于所述当前频段的非线性失真指标优先级的频段的反馈信号减去所述反馈控制信号,获得所述非线性失真指标的优先级小于所述当前频段的非线性失真指标优先级的频段的更新结果。And subtracting the feedback control signal from a feedback signal of a frequency band whose priority of the nonlinear distortion indicator is smaller than a priority of the nonlinear distortion index of the current frequency band, and obtaining a priority of the nonlinear distortion indicator is smaller than the current frequency band The nonlinear distortion indicator prioritizes the update of the frequency band.
  4. 根据权利要求1所述的多频段数字预失真处理的方法,其特征在于,所述方法还包括:The method of claim 1, wherein the method further comprises:
    将所述各个频段的非线性失真指标分别乘以对应频段的权值,得到各个频段对应的加权结果;Multiplying the nonlinear distortion indicators of the respective frequency bands by the weights of the corresponding frequency bands respectively, and obtaining weighted results corresponding to the respective frequency bands;
    对所述各个频段对应的加权结果按照从大到小的顺序进行排序,从而得到各个频段的非线性失真指标的优先级。The weighting results corresponding to the respective frequency bands are sorted in descending order, thereby obtaining the priority of the nonlinear distortion index of each frequency band.
  5. 根据权利要求4所述的多频段数字预失真处理的方法,其特征在于,所述方法还包括:The method of claim 4, wherein the method further comprises:
    根据以下方式计算各个频段对应的权值P iCalculate the weight P i corresponding to each frequency band according to the following method:
    P i=(q i-1)*(N-q i)+1; P i =(q i -1)*(Nq i )+1;
    式中,P i为第i个频段对应的权值,q i为1到N之间的整数,N为频段总个数。 Where P i is the weight corresponding to the ith band, q i is an integer between 1 and N, and N is the total number of bands.
  6. 一种多频段数字预失真处理的装置,其特征在于,包括:A device for multi-band digital pre-distortion processing, comprising:
    预失真处理单元,DAC,合路器,分路器,ADC以及数据采集单元;Predistortion processing unit, DAC, combiner, splitter, ADC and data acquisition unit;
    所述预失真处理单元通过DAC连接到合路器,所述合路器连接到功率放大器的输入端,所述分路器连接到功率放大器的输出端,并通过ADC连接到数据采集单元,所述数据采集单元连接预失真处理单元;The predistortion processing unit is coupled to the combiner via a DAC, the combiner being coupled to an input of a power amplifier, the splitter being coupled to an output of the power amplifier and coupled to the data acquisition unit via an ADC, The data acquisition unit is connected to the predistortion processing unit;
    所述分路器对功率放大器输出的各个频段的反馈信号进行分路输出至ADC;The splitter branches and outputs the feedback signal of each frequency band output by the power amplifier to the ADC;
    所述ADC对各个频段的反馈信号进行模数变化后输出至数据采集单元;The ADC performs analog-to-digital variation on the feedback signals of the respective frequency bands and outputs the signals to the data acquisition unit;
    所述数据采集单元同步采集功率放大器各个频段的输入信号,同步采集功率放大器各个频段的反馈信号,并将所述输入信号和反馈信号输出到预失真处理单元;The data acquisition unit synchronously collects input signals of various frequency bands of the power amplifier, synchronously collects feedback signals of respective frequency bands of the power amplifier, and outputs the input signals and feedback signals to the predistortion processing unit;
    所述预失真处理单元用于执行权利要求1至5任意一项所述的多频段数字预失真处理的方法,并输出各频段的经数字预失真处理后的输入信号至所述DAC;The predistortion processing unit is configured to perform the multi-band digital pre-distortion processing method according to any one of claims 1 to 5, and output the digital pre-distortion processed input signal of each frequency band to the DAC;
    所述DAC对各频段的经数字预失真处理后的输入信号进行数模变换后,经合路器合路输入到功率放大器。The DAC performs digital-to-analog conversion on the digital pre-distortion-processed input signals of each frequency band, and then inputs the signals to the power amplifier through the combiner.
  7. 根据权利要求6所述的多频段数字预失真处理的装置,其特征在于,所述数据采集单元对各个频段的输出到DAC前的输入信号进行触发式存储,在检 测到第一同步触发信号时启动对各个频段的输入信号的存储,并在第一时间长度之后停止对各个频段的输入信号的存储;和/或The apparatus for multi-band digital pre-distortion processing according to claim 6, wherein the data acquisition unit performs trigger storage on an input signal of each frequency band before output to the DAC, when the first synchronization trigger signal is detected Initiating storage of input signals for each frequency band and stopping storage of input signals for respective frequency bands after a first length of time; and/or
    所述数据采集单元对ADC输出的各个频段的反馈信号进行触发式存储,在检测到第二同步触发信号时启动对各个频段的反馈信号的存储,并在第二时间长度之后停止对各个频段的反馈信号的存储。The data acquisition unit performs trigger storage on the feedback signals of the respective frequency bands output by the ADC, starts the storage of the feedback signals of the respective frequency bands when the second synchronization trigger signal is detected, and stops the frequency bands after the second time length The storage of feedback signals.
  8. 一种多频段数字预失真处理的系统,其特征在于,包括:A multi-band digital pre-distortion processing system, comprising:
    获取模块,用于获取各个频段对应的功率放大器的反馈信号的非线性失真指标;An obtaining module, configured to obtain a nonlinear distortion indicator of a feedback signal of a power amplifier corresponding to each frequency band;
    更新模块,用于当所述非线性失真指标的离散特征大于预设的判决门限时,从优先级最大的非线性失真指标对应的频段开始,按照非线性失真指标优先级的大小依次选择一个频段作为当前频段,根据当前频段的数字预失真系数对非线性失真指标优先级小于所述当前频段的非线性失真指标优先级的各个频段的反馈信号进行更新;And an update module, configured to: when the discrete feature of the nonlinear distortion indicator is greater than a preset decision threshold, select a frequency band according to the priority of the nonlinear distortion index from the frequency band corresponding to the nonlinear distortion indicator with the highest priority As the current frequency band, according to the digital pre-distortion coefficient of the current frequency band, the feedback signal of each frequency band whose priority of the nonlinear distortion index is less than the priority of the nonlinear distortion index of the current frequency band is updated;
    预失真处理模块,用于根据下一频段更新后的反馈信号和功率放大器的所述下一频段的输入信号生成所述下一频段的数字预失真系数,并根据所述下一频段的数字预失真系数对所述下一频段的输入信号进行数字预失真处理;其中,所述下一频段是非线性失真指标的优先级仅次于当前频段的非线性失真指标优先级的频段。a predistortion processing module, configured to generate a digital pre-distortion coefficient of the next frequency band according to the updated feedback signal of the next frequency band and the input signal of the next frequency band of the power amplifier, and according to the digital pre-determination of the next frequency band The distortion coefficient performs digital predistortion processing on the input signal of the next frequency band; wherein the next frequency band is a frequency band whose priority of the nonlinear distortion index is second only to the priority of the nonlinear distortion index of the current frequency band.
  9. 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,该程序被处理器执行时实现权利要求1至5任意一项所述的多频段数字预失真处理的方法。A computer readable storage medium having stored thereon a computer program, wherein the program is executed by a processor to implement the method of multi-band digital pre-distortion processing according to any one of claims 1 to 5.
  10. 一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,其特征在于,所述处理器执行所述程序时实现权利要求1至5任意一项所述的多频段数字预失真处理的方法。A computer device comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, wherein the processor executes the program to implement any one of claims 1 to 5 Multi-band digital pre-distortion processing method.
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