CN110365614B - Correction table generation method and device for radio frequency transmission system - Google Patents
Correction table generation method and device for radio frequency transmission system Download PDFInfo
- Publication number
- CN110365614B CN110365614B CN201910796709.XA CN201910796709A CN110365614B CN 110365614 B CN110365614 B CN 110365614B CN 201910796709 A CN201910796709 A CN 201910796709A CN 110365614 B CN110365614 B CN 110365614B
- Authority
- CN
- China
- Prior art keywords
- data
- transmitted
- training
- original
- sampling
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/38—Synchronous or start-stop systems, e.g. for Baudot code
- H04L25/40—Transmitting circuits; Receiving circuits
- H04L25/49—Transmitting 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
Landscapes
- Physics & Mathematics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Mobile Radio Communication Systems (AREA)
- Cable Transmission Systems, Equalization Of Radio And Reduction Of Echo (AREA)
Abstract
The invention discloses a method and a device for generating a correction table for a radio frequency transmitting system, wherein the method comprises the following steps: obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmitting system, wherein the data to be transmitted is associated with original data to be transmitted of the radio frequency transmitting system, and the training data and the original data to be transmitted have a corresponding relation; aligning the training data and the original data to be transmitted so that the aligned training data and the original data to be transmitted meet the corresponding relation in an error range; and generating the correction table according to the aligned training data and the original data to be transmitted. The method and the device can reduce complexity and cost.
Description
Technical Field
The invention relates to the field of communication, in particular to a method and a device for generating a correction table for a radio frequency transmitting system.
Background
Predistortion, also known as "predistortion" or "predistortion" (DPD), is a technique for digitally distorting a signal in the Digital domain, opposite to the nonlinear characteristics of a nonlinear device, before the signal is transmitted, to achieve an effect that cancels the nonlinear characteristics of the nonlinear device.
The existing predistortion technology is also widely applied to a radio frequency transmitting system, but the realization is more complex and the cost is higher.
Disclosure of Invention
The invention solves the technical problem of reducing the complexity of predistortion for a radio frequency transmitting system and reducing the cost.
To solve the above technical problem, an embodiment of the present invention provides a predistortion method for a radio frequency transmission system, including:
scaling original data to be transmitted of the radio frequency transmitting system to generate index data, wherein the index data is adaptive to the current transmitting power of the radio frequency transmitting system;
inquiring a correction table according to the index data to obtain a pre-correction factor, wherein the correction table is obtained by training by adopting the maximum transmitting average power output of the radio frequency transmitting system;
and utilizing the predistortion factor to rectify the original data to be transmitted so as to rectify the nonlinearity of the radio frequency transmitting system.
Optionally, the generating the index data includes: and calculating the instantaneous amplitude of the original data to be transmitted, and multiplying the instantaneous amplitude by a scaling factor to obtain the index data, wherein the scaling factor is determined by the current transmission power and the maximum transmission average power of the radio frequency transmission system.
Optionally, the correcting the original data to be transmitted by using the correction factor includes: multiplying the instantaneous amplitude by the correction factor; the correction factor is a complex number.
Optionally, the corrective form is obtained by the following training method:
obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmitting system, wherein the data to be transmitted is associated with the original data to be transmitted, and the training data and the original data to be transmitted have a corresponding relation;
aligning the training data and the original data to be transmitted so that the aligned training data and the original data to be transmitted meet the corresponding relation in an error range;
and generating the correction table according to the aligned training data and the original data to be transmitted.
Optionally, obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmission system includes:
coupling data to be transmitted to be sent to an antenna of the radio frequency transmitting system to obtain coupled data;
and processing the coupling data to obtain training data.
Optionally, the aligning the training data and the original data to be transmitted includes:
sampling the training data to obtain training sampling data;
sampling the original data to be transmitted to obtain original sampled data to be transmitted;
and aligning the training data and the original data to be transmitted according to the amplitude difference value of the training sampling data and the original data to be transmitted.
Optionally, the sampling the training data to obtain training sample data includes: sampling the training data at a first sampling rate to obtain first training sampling data, and sampling the training data at a second sampling rate to obtain second training sampling data;
the sampling of the original data to be transmitted includes: sampling the original data to be transmitted at a first sampling rate to obtain first original data to be transmitted and sampling the original data to be transmitted at a second sampling rate to obtain second original data to be transmitted;
aligning the training data and the original data to be transmitted according to the amplitude difference between the training sample data and the original data to be transmitted comprises:
performing first alignment according to the amplitude difference value of first training sample data and first original sample data to be transmitted, wherein the accuracy of the first alignment corresponds to a first sampling rate;
on the basis of the first alignment, second alignment is carried out according to the amplitude difference value of second training sample data and second original sample data to be transmitted, and the accuracy of the second alignment corresponds to a second sampling rate;
wherein the second sampling rate is higher than the first sampling rate.
Optionally, the first alignment comprises:
temporarily storing the first training sample data;
pre-delaying the first original to-be-transmitted sampling data, and sequentially comparing the pre-delayed first original to-be-transmitted sampling data with the first training sampling data;
and determining the alignment position of the first alignment according to the comparison result.
Optionally, the second training sample data and the second original sample data to be transmitted are collected based on the first aligned alignment position; performing second alignment according to an amplitude difference between second training sample data and second original sample data to be transmitted on the basis of the first alignment comprises:
temporarily storing the second training sample data;
pre-delaying the second original to-be-transmitted sampling data, and sequentially comparing the pre-delayed second original to-be-transmitted sampling data with the second training sampling data;
determining an alignment position of the second alignment according to the comparison result;
and the delay time for pre-delaying the second original to-be-transmitted sampling data is inversely related to the second sampling rate.
Optionally, the generating the remedying form according to the aligned training data and the original data to be transmitted includes:
sampling the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data;
and performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sampling data and the third training sampling data to obtain the predistortion factor.
The embodiment of the invention also provides a predistortion device for a radio frequency transmission system, which comprises:
the index data generating unit is suitable for scaling original data to be transmitted of the radio frequency transmitting system to generate index data, and the index data is adaptive to the current transmitting power of the radio frequency transmitting system;
the correction factor query unit is suitable for querying a correction table according to the index data to obtain a pre-correction factor, wherein the correction table is obtained by training by adopting the maximum transmission average power output of the radio frequency transmission system;
and the correcting unit is suitable for correcting the original data to be transmitted by utilizing the predistortion factor so as to correct the nonlinearity of the radio frequency transmitting system.
Optionally, the index data generating unit is adapted to calculate an instantaneous amplitude of the original data to be transmitted, and multiply the instantaneous amplitude by a scaling factor to obtain the index data, where the scaling factor is determined by the current transmission power and the maximum transmission average power of the radio frequency transmission system.
Optionally, the correction unit is adapted to multiply the instantaneous amplitude by the correction factor; the correction factor is a complex number.
Optionally, the apparatus further includes a corrective form generating unit, where the corrective form generating unit includes:
the training data unit is suitable for obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmitting system, the data to be transmitted is associated with the original data to be transmitted, and the training data and the original data to be transmitted have a corresponding relation;
the alignment unit is suitable for aligning the training data and the original data to be transmitted so that the aligned training data and the original data to be transmitted meet the corresponding relation in an error range;
and the generating unit is suitable for generating the correction table according to the aligned training data and the original data to be transmitted.
Optionally, the training data unit includes:
the coupling unit is suitable for coupling data to be transmitted which are to be sent to an antenna of the radio frequency transmitting system so as to obtain coupled data;
and the coupling data processing unit is suitable for processing the coupling data to obtain training data.
Optionally, the alignment unit includes:
the training sampling data unit is suitable for sampling the training data to obtain training sampling data;
the original data unit to be transmitted is suitable for sampling the original data to be transmitted to obtain original data to be transmitted;
and the difference unit is suitable for aligning the training data and the original data to be transmitted according to the amplitude difference of the training sampling data and the original data to be transmitted.
Optionally, the training sample data unit is adapted to sample the training data at a first sampling rate to obtain first training sample data, and sample the training data at a second sampling rate to obtain second training sample data;
the original data unit to be transmitted is suitable for sampling the original data to be transmitted at a first sampling rate to obtain first original data to be transmitted and sampling the original data to be transmitted at a second sampling rate to obtain second original data to be transmitted;
the difference unit comprises a first difference unit and a second difference unit:
the first difference unit is suitable for carrying out first alignment according to the difference value of first training sample data and first original sample data to be transmitted, and the accuracy of the first alignment corresponds to a first sampling rate;
the second difference unit is suitable for performing second alignment according to the amplitude difference value of second training sample data and second original sample data to be transmitted on the basis of the first alignment, and the accuracy of the second alignment corresponds to a second sampling rate;
wherein the second sampling rate is higher than the first sampling rate.
Optionally, the first difference unit includes:
the first temporary storage unit is suitable for temporarily storing the first training sampling data;
the first comparison unit is suitable for pre-delaying the first original to-be-transmitted sampling data and sequentially comparing the pre-delayed first original to-be-transmitted sampling data with the training data;
a first position unit adapted to determine an alignment position of the first alignment according to the comparison result.
Optionally, the second training sample data and the second original sample data to be transmitted are collected based on the first aligned alignment position; the second difference unit includes:
the second temporary storage unit is suitable for temporarily storing the second training sampling data;
the second comparison unit is suitable for pre-delaying the second original to-be-transmitted sampling data and sequentially comparing the pre-delayed second original to-be-transmitted sampling data with the training data;
a second position unit adapted to determine an alignment position of the second alignment according to a comparison result;
and the delay time for pre-delaying the second original to-be-transmitted sampling data is inversely related to the second sampling rate.
Optionally, the generating unit includes:
the sampling unit is suitable for sampling the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data;
and the predistortion factor unit is used for performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sampling data and the third training sampling data to obtain the predistortion factor.
Compared with the prior art, the technical scheme of the embodiment of the invention has the following beneficial effects:
the method comprises the steps of generating index data by scaling original data to be transmitted of the radio frequency transmitting system, inquiring a correction table according to the index data to obtain a pre-correction factor, correcting the original data to be transmitted by using the pre-correction factor, correcting the nonlinearity of the radio frequency transmitting system, inquiring the same correction table when the transmitting system transmits the original data to be transmitted at different powers, and not generating different correction tables aiming at different transmitting powers, so that the complexity of pre-correction for the radio frequency transmitting system can be reduced, and the cost is reduced.
Further, training data is obtained according to data to be transmitted to an antenna of the radio frequency transmitting system, the training data and original data to be transmitted are aligned, the correction table is generated according to the aligned training data and the original data to be transmitted, a large amount of data does not need to be stored in advance, the correction table can be directly obtained, and therefore the circuit structure can be simplified.
Drawings
Fig. 1 is a flow chart of a predistortion method for a radio frequency transmission system in an embodiment of the invention;
FIG. 2 is a schematic structural diagram of a radio frequency transmission system according to an embodiment of the present invention;
fig. 3 is a schematic diagram of the predistortion of a radio frequency transmission system in an embodiment of the invention;
FIG. 4 is a flow chart of a training method in an embodiment of the present invention;
FIG. 5 is a flowchart of a method for aligning the training data and the original data to be transmitted according to an embodiment of the present invention;
FIG. 6 is a flow chart of a first alignment method in an embodiment of the present invention;
FIG. 7 is a schematic diagram of an apparatus for a first alignment in an embodiment of the present invention;
FIG. 8 is a flow chart of a second alignment method in accordance with an embodiment of the present invention;
FIG. 9 is a flow chart of a method of generating the remediator profile in an embodiment of the present disclosure;
fig. 10 is a schematic structural diagram of a predistortion apparatus for a radio frequency transmission system in an embodiment of the present invention;
FIG. 11 is a schematic structural diagram of a leveling table generating unit according to an embodiment of the present invention;
FIG. 12 is a schematic view of a part of an alignment unit according to an embodiment of the present invention;
FIG. 13 is a schematic diagram of a first difference unit according to an embodiment of the present invention;
fig. 14 is a schematic structural diagram of a second difference unit according to an embodiment of the present invention.
Detailed Description
The frequency spectrum adopted by the wireless communication is wider and wider at present, and the adoption of technologies such as a high-order modulation mode, a multi-carrier technology, carrier aggregation and the like obviously improves the peak-to-average ratio of an uplink signal; the adoption of these techniques places pressure on the linear characteristics of the high power transmitting devices of wireless communication devices such as terminals, base stations, and the like. Various communication systems impose strict requirements on Adjacent Channel Leakage Ratio (ACLR) and spectrum template of transmission, and in order to meet these requirements, a power amplifier needs to be designed with a large amplitude power back-off (BOF), which is not economical, so that a predistortion technique needs to be introduced to ensure the linearity of a radio frequency transmission system.
As mentioned above, the existing predistortion technology has been widely used in rf transmission systems, but its implementation is complex and the cost is high.
In the embodiment of the invention, the original data to be transmitted of the radio frequency transmitting system is scaled to generate index data, a correction table is inquired according to the index data to obtain a pre-correction factor, the original data to be transmitted is corrected by using the pre-correction factor, the nonlinearity of the radio frequency transmitting system can be corrected, and when the transmitting system transmits the original data to be transmitted at different powers, the same inquiry correction table can be inquired, and different correction tables do not need to be generated aiming at different transmitting powers, so the complexity of the pre-correction for the radio frequency transmitting system can be reduced, and the cost is reduced.
In order to make the aforementioned objects, features and advantages of the present invention comprehensible, embodiments accompanied with figures are described in detail below.
Fig. 1 is a flow chart of a predistortion method for a radio frequency transmission system in an embodiment of the invention.
In step S11, scaling original data to be transmitted of the radio frequency transmission system to generate index data, where the index data is adapted to the current transmission power of the radio frequency transmission system.
The original data to be transmitted may be data that needs to be transmitted by the rf transmission system, and the data is not pre-corrected and processed by the non-linear device, such as the data at point x in fig. 2. Fig. 2 is a schematic structural diagram of a radio frequency transmission system according to an embodiment of the present invention, which may include a radio frequency transmitter non-ideality compensation module 22, a radio frequency transmitter 23, a power amplifier 24, and an antenna 26. The non-ideal compensation module 22 of the radio frequency transmitter may include an In-phase Quadrature (IQ) imbalance compensator, a carrier leakage compensator, a filter channel response compensator, and the like.
In a specific implementation, the scaling is performed on the original data to be transmitted, which may be performed according to a ratio of the current transmission power of the radio frequency transmission system to the maximum transmission power of the radio frequency transmission system, so as to obtain the index data.
In an embodiment of the present invention, the index data is amplitude data, and the generating the index data may include: and calculating the instantaneous amplitude of the original data to be transmitted, and multiplying the instantaneous amplitude by a scaling factor to obtain the index data. The scaling factor may be determined by the current transmit power and the maximum transmit average power of the radio frequency transmission system, e.g. the scaling factor Fscale＝sqrt(Ptrain/PTx) Wherein P istrainIs the maximum average transmission power, P, of the radio frequency systemTxIs the average power of the currently transmitted signal.
With continued reference to fig. 1, in step S12, a correction table is queried according to the index data to obtain a predistortion factor, wherein the correction table is trained by using the maximum transmitted average power output of the rf transmission system.
Fig. 3 is a schematic diagram of the principle of predistortion of a radio frequency transmission system in an embodiment of the present invention, which is further described below with reference to fig. 3.
The non-linearity of radio frequency transmission systems can be manifested in two ways: amplitude non-linear AMAM and phase non-linear AMPM. The amplitude nonlinear AMAM represents the nonlinear change of the instantaneous output amplitude of a radio frequency transmitting system along with the input instantaneous amplitude; phase non-linearity AMPM exhibits phase delay of a radio frequency transmission system as a function of the instantaneous amplitude of the input.
In order to compensate for the non-linear behavior of the rf transmitting system, which is represented by the dashed line 36 and the dashed line 37, the signal input to the non-linear device needs to be pre-distorted as shown by the curve 32 and the curve 33, for example, the original data to be transmitted is pre-distorted according to the correction table.
Since the rf transmission system can transmit data at different transmission powers, in the prior art, different correction tables are usually stored for different transmission powers or different gain steps, or correction parameters corresponding to the transmission powers are determined each time data is transmitted. This results in a significant waste of system resources.
In the embodiment of the present invention, the correction table is obtained by training with the maximum transmission average power output of the rf transmission system, so as to obtain the correction table covering each transmission power of the rf transmission system, i.e. the range shown by the dashed line 301 in fig. 3. When the transmitting power is the same as the maximum power when in use, the table look-up range is the range of the whole correction table; when the current transmitting power is smaller than the maximum transmitting power, the zoomed table look-up range is a part of the original correction table, such as the range shown by the dotted line 302, so that a plurality of correction tables do not need to be stored or parameters required by correction are determined before data is transmitted each time, the radio frequency system can be simplified, and the system cost is further reduced. The table lookup range may be determined by a scaling factor and a scaling factor of original data to be transmitted may be determined by a current transmit power and a maximum transmit average power of the radio frequency transmission system.
With continued reference to fig. 1, in step S13, the original data to be transmitted is rectified by the predistortion factor to rectify the nonlinearity of the rf transmitting system.
In one embodiment of the invention, a pre-distortion factor is obtained by inquiring a distortion correction table, and the instantaneous amplitude is multiplied by the distortion correction factor; the correction factor is complex and amplitude non-linearity of the rf transmit system, such as that shown by curve 31 in fig. 3, can be compensated for by multiplying the instantaneous amplitude by the correction factor to achieve amplitude linearity as shown by dashed line 36 in fig. 3; phase non-linearities of the radio frequency transmission system, such as those shown by curve 34 in figure 3, may also be compensated for to achieve phase linearity as shown by dashed line 37 in figure 3.
In a specific implementation, steps S12 and S13 may be implemented by the predistortion unit 21 (see fig. 2).
Fig. 4 is a flowchart of a training method according to an embodiment of the present invention, in a specific implementation, the remedying watch may be obtained by the following training method:
in step S41, training data is obtained according to data to be transmitted to be sent to the antenna of the radio frequency transmission system, where the data to be transmitted is associated with the original data to be transmitted, and there is a correspondence between the training data and the original data to be transmitted.
The data to be transmitted to be sent to the antenna of the radio frequency transmission system is the data processed by one or more nonlinear devices under the condition that the original data to be transmitted is not subjected to pre-correction processing, for example, the data to be transmitted to be sent to the antenna of the radio frequency transmission system can be the data to be sent to the antenna 26 in fig. 2, and the original data to be transmitted is the data of x point; because the training data is obtained according to the original data to be transmitted, a corresponding relation exists between the training data and the original data to be transmitted.
In a specific implementation, obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmission system includes: coupling data to be transmitted to be sent to an antenna of the radio frequency transmitting system to obtain coupled data; and processing the coupling data to obtain training data.
In an embodiment of the present invention, the data to be transmitted may be coupled by a radio frequency power coupler 25 (see fig. 3, which is described below in conjunction with fig. 3), so as to obtain coupled data. Processing the coupling data to obtain training data may include: receiving the coupled data by an rf feedback receiver 27 (see fig. 2, described below in conjunction with fig. 2), performing IQ demodulation down-conversion to become a baseband IQ signal; the baseband IQ signal is compensated for non-ideality by the rf feedback receiver non-ideality compensation module 28 to obtain training data, i.e. y in fig. 2train。
In step S42, the training data and the original data to be transmitted are aligned so that the aligned training data and the original data to be transmitted satisfy the correspondence relationship within an error range.
Although the training data is derived from the original data to be transmitted, it can be understood that the training data and the original data to be transmitted corresponding to the same time are not the training data and the original data to be transmitted having a corresponding relationship because a certain delay exists through the radio frequency system. If the correction table is generated, the correction table is generated according to training data and original data to be transmitted which have a corresponding relationship, so that the training data and the original data to be transmitted need to be aligned, and the training data and the original data to be transmitted meet the corresponding relationship within an error range.
Referring to fig. 5, in a specific implementation, aligning the training data and the raw data to be transmitted may include:
and step S51, sampling the training data to obtain training sample data.
The training data may be sampled as desired, for example, the sampling frequency and the length of time the training data is sampled may be determined based on expected system delays, required alignment accuracy, and the like.
And step S52, sampling the original data to be transmitted to obtain original sampled data to be transmitted.
In a specific implementation, the sampling frequency and the sampling time length of the original data to be transmitted are adapted to the sampling frequency and the sampling time length of the training data.
Step S53, aligning the training data and the original data to be transmitted according to the amplitude difference between the training sample data and the original data to be transmitted.
In a specific implementation, the amplitude difference between the training sample data and the original to-be-transmitted sample data may be obtained by summing amplitude differences of the original to-be-transmitted sample data at different times to training sample data at the same time within a range according to a predicted system delay range and a predicted deviation, and a minimum position of the amplitude differences may be used as an alignment position to align the training data and the original to-be-transmitted sample data.
In one embodiment, the sampling the training data in step S51 to obtain training sample data may include: and sampling the training data at a first sampling rate to obtain first training sampling data, and sampling the training data at a second sampling rate to obtain second training sampling data.
The sampling of the original data to be transmitted in step S52 may include: the method comprises the steps of sampling the original data to be transmitted at a first sampling rate to obtain first original data to be transmitted and sampling the original data to be transmitted at a second sampling rate to obtain second original data to be transmitted.
Aligning the training data and the original data to be transmitted in step S53 may include: performing first alignment according to the amplitude difference value of first training sample data and first original sample data to be transmitted, wherein the accuracy of the first alignment corresponds to a first sampling rate;
and on the basis of the first alignment, performing second alignment according to the amplitude difference value of second training sample data and second original sample data to be transmitted, wherein the precision of the second alignment corresponds to a second sampling rate. Wherein the second sampling rate is higher than the first sampling rate.
Referring to fig. 6, in an embodiment of the present invention, the first alignment may include:
step S61, temporarily storing the first training sample data.
In a specific implementation, the first training sample data may be temporarily stored in a register at one end of an adder array 71 (see fig. 7, and described below in conjunction with fig. 7), the adder array may be configured to calculate an amplitude difference between the training sample data and the original sample data to be transmitted, and one adder in the adder array may be configured to compare one sampling point in the training sample data with one sampling point in the original sample data to be transmitted.
Step S62, pre-delaying the first original to-be-transmitted sample data, and sequentially comparing the pre-delayed first to-be-transmitted sample data with the first training sample data.
In specific implementation, the pre-delaying may be performed according to a preset value obtained from an empirical value, and selecting a suitable preset value may reduce complexity and increase training speed.
In a specific implementation, the pre-delaying may be accomplished by a pre-delay unit 72 consisting of a counter and a programmable integer delay unit. The first original to-be-transmitted sample data may include phase information, so that the first original to-be-transmitted sample data may pass through the first modulus unit 731, then pass through the pre-delay unit 72, and then be compared with the first training sample data passing through the second modulus unit 732.
In step S61, the training sample data has been temporarily stored at one end of the adder array 71, and each adder is used for data of one sampling point in the first training sample data, so in specific implementation, the first original sample data to be transmitted may be sequentially sent to the other end of the adder array 71, and moved at the other end of the adder array 71, so that each sampling point in the first original sample data to be transmitted within a certain time range may be sequentially compared with the sampling point in the training sample data in a traversal manner, so as to obtain a set of amplitude difference values, where different amplitude difference values in the set of amplitude difference values correspond to different alignment positions.
Step S63, determining an alignment position of the first alignment according to the comparison result.
In one embodiment, each set of amplitude differences from the adder array 71 may be summed in an accumulator 74 and temporarily stored in a data stack 75. Each group of amplitude difference values corresponds to different alignment positions, and the most appropriate alignment position in the different alignment positions can be judged according to the accumulation result obtained by each group of amplitude difference values.
For example, the minimum value in the accumulation result may be obtained by searching through the minimum value searching unit 76, and a relative time position of the first training sample data and the first original to-be-transmitted sample data corresponding to the minimum value is the aligned position of the first alignment.
It is understood that the sequence of steps S61 and S62 is not a fixed sequence, and may be executed serially or in parallel as required.
Referring to fig. 8, in a specific implementation, the second alignment may include:
and step S81, temporarily storing the second training sample data.
Step S82, pre-delaying the second original to-be-transmitted sample data, and sequentially comparing the pre-delayed second original to-be-transmitted sample data with the second training sample data.
And step S83, determining the alignment position of the second alignment according to the comparison result.
And acquiring the second training sample data and the second original to-be-transmitted sample data by taking the first aligned alignment position as a reference. Since the second sampling rate is higher than the first sampling rate, the time interval of the sampling points in the second training sample data and the second original sample data to be transmitted is smaller than the time interval of the sampling points in the first training sample data and the first original sample data to be transmitted, so the accuracy of the second alignment is higher than that of the first alignment, and the alignment is further performed on the basis of the first alignment. The first alignment may also be called integer alignment and the second alignment may also be called fractional alignment.
Similar to the first alignment, the pre-delaying of the second original to-be-transmitted sample data is performed according to the estimated system delay, the required accuracy and the range that needs to be further determined, the higher the second sampling rate is, the shorter the pre-delay duration is, and the time duration of the pre-delay is inversely related to the second sampling rate.
In a specific implementation, the second alignment may be the same or similar to the first alignment, and will not be described herein.
With continued reference to fig. 4, in step S43, the leveling table is generated according to the aligned training data and the original data to be transmitted.
In a specific implementation, referring to fig. 9, step S43 may include:
and S91, sampling the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data.
And S92, performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sample data and the third training sample data to obtain the predistortion factor.
In one implementation, step S43 may further include: and carrying out numerical protection treatment on the predistortion factor.
In another specific implementation, step S43 may further include: and carrying out data smoothing on the result after the numerical protection processing.
It can be seen that in the training method in the embodiment of the present invention, after the training data and the original data to be transmitted are aligned, a correction table is generated according to the aligned training data and the original data to be transmitted, only the data is temporarily stored during the alignment, and the temporarily stored data amount is small; in the prior art, a large amount of training data and original data to be transmitted are usually stored in advance, and alignment is performed according to the pre-stored training data and the original data to be transmitted to generate a correction table; therefore, the training method in the embodiment of the invention is simpler and can save system resources.
In an embodiment of the present invention, the correction table is generated as follows:
transmitting data according to time length T1Performing a pre-delay of T1＝Tx→ytrain–Toffset. Wherein T isx→ytrainIs estimated from the x point (see FIG. 2) to ytrainThe total loop delay of the point. T isoffsetIs a preset backoff delay. T isx→ytrain，ToffsetAre all integer multiples of the sampling gap.
Using a length Tsync(Tsync>Toffset) The original data to be transmitted and the training data are subjected to time delay estimation to obtain a time delay estimation result TintegarThe result of the delay estimation is used for the first alignment.
Performing a second alignment on the basis of the first alignment, specifically: will delay T2To integer delay cells in pre-delay cells 72, where T2＝Tintegar+T1-floor[Toffset/N]N is a predetermined subsequent upsampling multiple, and the second sampling rate is the first sampling rate which is N times.
For another length of (T)syncThe original data to be transmitted and the training data of the/N) are up-sampled by N times to carry out time delay estimation, and the time delay estimation result is Tfrac。
Will delay T3Is configured to an integer delay unit to delay T4To a fractional delay module, wherein: t is3＝floor[Tfrac/N]+T2Will T4＝Tfrac/N–floor[Tfrac/N]To achieve a total delay of T for the data to be transmitted3+T4And aligning the original data to be transmitted and the training data.
And (3) carrying out AMAM/AMPM parameter estimation on original data to be transmitted and training data with a certain length. And generating an AMAM table with the length of L, wherein the table entries are (AM1, AM2 … … AML) and the AMPM table with the length of L (PM1, PM2 … … PML).
It can be seen that after the first alignment is completed, the data utilized by the first alignment is discarded, and then new data is fetched for the second alignment. In the alignment process, data is only temporarily stored in the adder array, large-section training data does not need to be stored, and the first alignment and the second alignment can multiplex the same adder array, so that the circuit structure can be simplified, and the circuit cost can be reduced.
Carrying out numerical protection processing on the result of parameter estimation; carrying out data smoothing on the result after the numerical protection processing; and calculating a complex coordinate to Cartesian coordinate conversion of the smoothed data, and converting the complex coordinate to LUT table entries (a1+ jb1, a2+ jb2, … … aL + jbL), wherein each table entry is a correction factor, and the LUT table is a correction table.
The embodiment of the invention also provides a predistortion device for a radio frequency transmission system, and the structural schematic diagram of the predistortion device is shown in fig. 10.
The predistortion apparatus 100 for a radio frequency transmission system may comprise:
an index data generating unit 101, adapted to scale original data to be transmitted of the radio frequency transmitting system to generate index data, where the index data is adapted to a current transmitting power of the radio frequency transmitting system;
a correction factor query unit 102, adapted to query a correction table according to the index data to obtain a pre-correction factor, where the correction table is obtained by training using a maximum transmission average power output of the radio frequency transmission system;
a rectification unit 103, adapted to rectify the original data to be transmitted by using the predistortion factor to rectify the nonlinearity of the rf transmitting system.
In a specific implementation, the index data generating unit 101 is adapted to calculate an instantaneous amplitude of the original data to be transmitted, and multiply the instantaneous amplitude by a scaling factor to obtain the index data, where the scaling factor is determined by a current transmission power and a maximum transmission average power of the radio frequency transmission system.
In a specific implementation, the correction unit 103 is adapted to multiply the instantaneous amplitude by the correction factor; the correction factor is a complex number.
In a specific implementation, the predistortion apparatus 100 for a radio frequency transmission system may further include: a corrective form is generated 104. Referring to fig. 11, the leveling table generating unit 104 may include:
a training data unit 111, adapted to obtain training data according to data to be transmitted to be sent to an antenna of the radio frequency transmission system, where the data to be transmitted is associated with the original data to be transmitted, and the training data and the original data to be transmitted have a corresponding relationship;
an aligning unit 112, adapted to align the training data and the original data to be transmitted, so that the aligned training data and the original data to be transmitted satisfy the corresponding relationship within an error range;
the generating unit 113 is adapted to generate the leveling table according to the aligned training data and the original data to be transmitted.
In a specific implementation, the training data unit 111 may include:
a coupling unit (not shown) adapted to couple data to be transmitted to be sent to an antenna of the radio frequency transmission system to obtain coupled data;
and a coupling data processing unit (not shown) adapted to process the coupling data to obtain training data.
Referring to fig. 12, in a specific implementation, the alignment unit 112 may include:
a training sample data unit 121, adapted to sample the training data to obtain training sample data;
an original to-be-transmitted sample data unit 122, adapted to sample the original to-be-transmitted data to obtain original to-be-transmitted sample data;
a difference unit 123, adapted to align the training data and the original data to be transmitted according to an amplitude difference between the training sample data and the original data to be transmitted.
In a specific implementation, the training sample data unit 121 is adapted to sample the training data at a first sampling rate to obtain first training sample data, and sample the training data at a second sampling rate to obtain second training sample data;
the original to-be-transmitted sample data unit 122 is adapted to sample the original to-be-transmitted data at a first sampling rate to obtain first original to-be-transmitted sample data, and sample the original to-be-transmitted data at a second sampling rate to obtain second original to-be-transmitted sample data;
the difference unit 123 may include a first difference unit and a second difference unit:
the first difference unit is suitable for carrying out first alignment according to the amplitude difference value of first training sample data and first original sample data to be transmitted, and the accuracy of the first alignment corresponds to a first sampling rate;
the second difference unit is suitable for performing second alignment according to the amplitude difference value of second training sample data and second original sample data to be transmitted on the basis of the first alignment, and the accuracy of the second alignment corresponds to a second sampling rate;
wherein the second sampling rate is higher than the first sampling rate.
In a specific implementation, the first difference unit and the second difference unit may multiplex the same adder array, for example in the embodiment shown in fig. 7, adder array 71 may be multiplexed. Through the multiplexing of the adder array, the structure of a predistortion circuit in the radio frequency transmitting system can be effectively simplified, and the cost of the radio frequency transmitting system can be further reduced.
Referring to fig. 13, in a specific implementation, the first difference unit 130 may include:
a first temporary storage unit 131 adapted to temporarily store the first training sample data;
a first comparing unit 132, adapted to pre-delay the first original to-be-transmitted sample data, and sequentially compare the pre-delayed first original to-be-transmitted sample data with the training data;
a first position unit 133 adapted to determine an alignment position of the first alignment based on the comparison result.
Referring to fig. 14, in a specific implementation, the second difference unit 140 may include:
a second temporary storage unit 141, adapted to temporarily store the second training sample data;
a second comparing unit 142, adapted to pre-delay the second original to-be-transmitted sample data, and sequentially compare the pre-delayed second original to-be-transmitted sample data with the training data;
a second position unit 143 adapted to determine an alignment position of the second alignment according to the comparison result;
the second training sample data and the second original sample data to be transmitted are acquired by taking the first aligned alignment position as a reference; the delay time for pre-delaying the second original to-be-transmitted sample data is inversely related to the second sampling rate.
With continued reference to fig. 11, in a specific implementation, the generating unit 113 may include:
a sampling unit (not shown) adapted to sample the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data;
and a predistortion factor unit (not shown) for performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sample data and the third training sample data to obtain the predistortion factor.
For specific implementation of the predistortion device for a radio frequency transmission system in the embodiment of the present invention, reference may be made to a predistortion method for a radio frequency transmission system, which is not described herein again.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable storage medium, and the storage medium may include: ROM, RAM, magnetic or optical disks, and the like.
Although the present invention is disclosed above, the present invention is not limited thereto. Various changes and modifications may be effected therein by one skilled in the art without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (10)
1. A method for generating a remediating form for a radio frequency transmission system, comprising:
obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmitting system, wherein the data to be transmitted is associated with original data to be transmitted of the radio frequency transmitting system, and the training data and the original data to be transmitted have a corresponding relation, wherein the data to be transmitted is processed by one or more nonlinear devices under the condition that the original data to be transmitted is not subjected to pre-correction processing;
aligning the training data and the original data to be transmitted so that the aligned training data and the original data to be transmitted meet the corresponding relation in an error range;
generating the correction table according to the aligned training data and the original data to be transmitted;
wherein the aligning the training data and the original data to be transmitted comprises:
sampling the training data to obtain training sampling data;
sampling the original data to be transmitted to obtain original sampled data to be transmitted;
aligning the training data and the original data to be transmitted according to the amplitude difference value of the training sampling data and the original data to be transmitted;
wherein the generating the remedying schedule according to the aligned training data and the original data to be transmitted comprises:
sampling the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data;
and performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sampling data and the third training sampling data to obtain a predistortion factor.
2. The method of claim 1, wherein deriving training data based on data to be transmitted to an antenna of the rf transmission system comprises:
coupling data to be transmitted to be sent to an antenna of the radio frequency transmitting system to obtain coupled data; and processing the coupling data to obtain training data.
3. The method of claim 1, wherein sampling the training data to obtain training sample data comprises: sampling the training data at a first sampling rate to obtain first training sampling data, and sampling the training data at a second sampling rate to obtain second training sampling data;
the sampling of the original data to be transmitted includes: sampling the original data to be transmitted at a first sampling rate to obtain first original sampling data to be transmitted, and sampling the original data to be transmitted at a second sampling rate to obtain second original sampling data to be transmitted;
aligning the training data and the original data to be transmitted according to the amplitude difference between the training sample data and the original data to be transmitted comprises:
performing first alignment according to the amplitude difference value of first training sample data and first original sample data to be transmitted, wherein the accuracy of the first alignment corresponds to a first sampling rate;
on the basis of the first alignment, second alignment is carried out according to the amplitude difference value of second training sample data and second original sample data to be transmitted, and the accuracy of the second alignment corresponds to a second sampling rate; wherein the second sampling rate is higher than the first sampling rate.
4. The method of claim 3, wherein the first aligning based on the magnitude difference between the first training sample data and the first original sample data to be transmitted comprises:
temporarily storing the first training sample data;
pre-delaying the first original to-be-transmitted sampling data, and sequentially comparing the pre-delayed first original to-be-transmitted sampling data with the first training sampling data;
and determining the alignment position of the first alignment according to the comparison result.
5. The method of claim 4, wherein the second training sample data and second raw to-be-transmitted sample data are collected with reference to the first aligned position; performing second alignment according to an amplitude difference between second training sample data and second original sample data to be transmitted on the basis of the first alignment comprises:
temporarily storing the second training sample data;
pre-delaying the second original to-be-transmitted sampling data, and sequentially comparing the pre-delayed second original to-be-transmitted sampling data with the second training sampling data;
determining an alignment position of the second alignment according to the comparison result;
and the delay time for pre-delaying the second original to-be-transmitted sampling data is inversely related to the second sampling rate.
6. A leveling apparatus for a radio frequency transmission system, comprising:
the training data unit is suitable for obtaining training data according to data to be transmitted to be sent to an antenna of the radio frequency transmitting system, the data to be transmitted is associated with original data to be transmitted of the radio frequency transmitting system, and the training data and the original data to be transmitted have a corresponding relation, wherein the data to be transmitted is processed by one or more nonlinear devices under the condition that the original data to be transmitted is not subjected to pre-correction processing;
the alignment unit is suitable for aligning the training data and the original data to be transmitted so that the aligned training data and the original data to be transmitted meet the corresponding relation in an error range;
the generating unit is suitable for generating the correction table according to the aligned training data and the original data to be transmitted;
wherein the alignment unit includes:
the training sampling data unit is suitable for sampling the training data to obtain training sampling data;
the original data unit to be transmitted is suitable for sampling the original data to be transmitted to obtain original data to be transmitted;
the difference unit is suitable for aligning the training data and the original data to be transmitted according to the amplitude difference of the training sampling data and the original data to be transmitted;
the generation unit includes:
the sampling unit is suitable for sampling the training data and the original data to be transmitted according to the aligned positions to obtain third original data to be transmitted and third training sample data;
and the predistortion factor unit is used for performing parameter estimation of instantaneous output amplitude and/or phase according to the third original to-be-transmitted sampling data and the third training sampling data to obtain a predistortion factor.
7. The remediator generating apparatus of claim 6, wherein the training data unit comprises:
the coupling unit is suitable for coupling data to be transmitted which are to be sent to an antenna of the radio frequency transmitting system so as to obtain coupled data;
and the coupling data processing unit is suitable for processing the coupling data to obtain training data.
8. The apparatus of claim 6, wherein the training sample data unit is adapted to sample the training data at a first sampling rate to obtain first training sample data and to sample the training data at a second sampling rate to obtain second training sample data;
the original data unit to be transmitted is suitable for sampling the original data to be transmitted at a first sampling rate to obtain first original data to be transmitted and sampling the original data to be transmitted at a second sampling rate to obtain second original data to be transmitted;
the difference unit comprises a first difference unit and a second difference unit:
the first difference unit is suitable for carrying out first alignment according to the amplitude difference value of first training sample data and first original sample data to be transmitted, and the accuracy of the first alignment corresponds to a first sampling rate;
the second difference unit is suitable for performing second alignment according to the amplitude difference value of second training sample data and second original sample data to be transmitted on the basis of the first alignment, and the accuracy of the second alignment corresponds to a second sampling rate;
wherein the second sampling rate is higher than the first sampling rate.
9. The leveling apparatus according to claim 8, wherein the first difference unit includes:
the first temporary storage unit is suitable for temporarily storing the first training sampling data;
the first comparison unit is suitable for pre-delaying the first original to-be-transmitted sampling data and sequentially comparing the pre-delayed first original to-be-transmitted sampling data with the training data;
a first position unit adapted to determine an alignment position of the first alignment according to the comparison result.
10. The apparatus of claim 9, wherein the second training sample data and second raw to-be-transmitted sample data are collected with reference to the first aligned position; the second difference unit includes:
the second temporary storage unit is suitable for temporarily storing the second training sampling data;
the second comparison unit is suitable for pre-delaying the second original to-be-transmitted sampling data and sequentially comparing the pre-delayed second original to-be-transmitted sampling data with the training data;
a second position unit adapted to determine an alignment position of the second alignment according to a comparison result;
and the delay time for pre-delaying the second original to-be-transmitted sampling data is inversely related to the second sampling rate.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910796709.XA CN110365614B (en) | 2016-06-13 | 2016-06-13 | Correction table generation method and device for radio frequency transmission system |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910796709.XA CN110365614B (en) | 2016-06-13 | 2016-06-13 | Correction table generation method and device for radio frequency transmission system |
| CN201610411043.8A CN107493248B (en) | 2016-06-13 | 2016-06-13 | Pre-distortion method and device for radio frequency transmitting system |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610411043.8A Division CN107493248B (en) | 2016-06-13 | 2016-06-13 | Pre-distortion method and device for radio frequency transmitting system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110365614A CN110365614A (en) | 2019-10-22 |
| CN110365614B true CN110365614B (en) | 2022-03-22 |
Family
ID=60642361
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610411043.8A Active CN107493248B (en) | 2016-06-13 | 2016-06-13 | Pre-distortion method and device for radio frequency transmitting system |
| CN201910796709.XA Active CN110365614B (en) | 2016-06-13 | 2016-06-13 | Correction table generation method and device for radio frequency transmission system |
Family Applications Before (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610411043.8A Active CN107493248B (en) | 2016-06-13 | 2016-06-13 | Pre-distortion method and device for radio frequency transmitting system |
Country Status (1)
| Country | Link |
|---|---|
| CN (2) | CN107493248B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115001536B (en) * | 2022-05-30 | 2023-09-22 | 古桥信息科技(郑州)有限公司 | Power line broadband carrier based power utilization acquisition uplink communication device |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101056288A (en) * | 2007-06-14 | 2007-10-17 | 中兴通讯股份有限公司 | Pre-distortion model device and signal pre-distortion processing device, system and method |
| CN101162913A (en) * | 2006-10-11 | 2008-04-16 | 大唐移动通信设备有限公司 | Predistortion device and method |
| CN101217522A (en) * | 2007-12-27 | 2008-07-09 | 华为技术有限公司 | A method and device to determine the predistortion parameter of open loop, commutator and commutating method |
| WO2014063540A1 (en) * | 2012-10-24 | 2014-05-01 | 中兴通讯股份有限公司 | Method and device for processing digital pre-distortion data |
| CN104301268A (en) * | 2013-07-19 | 2015-01-21 | 中兴通讯股份有限公司 | Multichannel predistortion method and device |
| CN104869091A (en) * | 2015-04-29 | 2015-08-26 | 大唐移动通信设备有限公司 | Method and system for training digital predistortion coefficient |
| WO2016030758A2 (en) * | 2014-08-27 | 2016-03-03 | MagnaCom Ltd. | Multiple input multiple output communications over nonlinear channels using orthogonal frequency division multiplexing |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7034612B2 (en) * | 2002-07-20 | 2006-04-25 | Lg Electronics Inc. | Apparatus and method for compensating pre-distortion of a power amplifier |
| KR20110103628A (en) * | 2010-03-15 | 2011-09-21 | 삼성전자주식회사 | Digital predistortion apparatus and method for improving peformance using peak level expansion |
| US9136887B2 (en) * | 2014-02-20 | 2015-09-15 | Texas Instruments Incorporated | Subtracting linear impairments for non-linear impairment digital pre-distortion error signal |
| CN104580042B (en) * | 2014-12-08 | 2017-12-05 | 大唐移动通信设备有限公司 | A kind of method and apparatus of digital pre-distortion |
-
2016
- 2016-06-13 CN CN201610411043.8A patent/CN107493248B/en active Active
- 2016-06-13 CN CN201910796709.XA patent/CN110365614B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101162913A (en) * | 2006-10-11 | 2008-04-16 | 大唐移动通信设备有限公司 | Predistortion device and method |
| CN101056288A (en) * | 2007-06-14 | 2007-10-17 | 中兴通讯股份有限公司 | Pre-distortion model device and signal pre-distortion processing device, system and method |
| CN101217522A (en) * | 2007-12-27 | 2008-07-09 | 华为技术有限公司 | A method and device to determine the predistortion parameter of open loop, commutator and commutating method |
| WO2014063540A1 (en) * | 2012-10-24 | 2014-05-01 | 中兴通讯股份有限公司 | Method and device for processing digital pre-distortion data |
| CN104301268A (en) * | 2013-07-19 | 2015-01-21 | 中兴通讯股份有限公司 | Multichannel predistortion method and device |
| WO2016030758A2 (en) * | 2014-08-27 | 2016-03-03 | MagnaCom Ltd. | Multiple input multiple output communications over nonlinear channels using orthogonal frequency division multiplexing |
| CN104869091A (en) * | 2015-04-29 | 2015-08-26 | 大唐移动通信设备有限公司 | Method and system for training digital predistortion coefficient |
Non-Patent Citations (3)
| Title |
|---|
| "Energy-Efficient Digital Predistortion With Lookup Table Training Using Analog Cartesian Feedback";SungWon Chung等;《IEEE Transactions on Microwave Theory and Techniques》;20080912;全文 * |
| "LTE系统射频功放非线性特性及预失真线性化研究";林颢;《中国优秀硕士学位论文全文数据库》;20140831;全文 * |
| "基于DSP和FPGA的短波功放数字预失真算法研究";郭雅琴等;《固体电子学研究与进展》;20150625;全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107493248B (en) | 2020-03-20 |
| CN107493248A (en) | 2017-12-19 |
| CN110365614A (en) | 2019-10-22 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11159129B2 (en) | Power amplifier time-delay invariant predistortion methods and apparatus | |
| US6741662B1 (en) | Transmitter linearization using fast predistortion | |
| US9742446B2 (en) | High efficiency linearization power amplifier for wireless communication | |
| US6885241B2 (en) | Type-based baseband predistorter function estimation technique for non-linear circuits | |
| US7403573B2 (en) | Uncorrelated adaptive predistorter | |
| US8208583B2 (en) | System and method for synchronization, power control, calibration, and modulation in communication transmitters | |
| US6928122B2 (en) | Amplifier predistortion system and method | |
| EP2770684B1 (en) | Method and device for generating microwave predistortion signal | |
| US8081710B2 (en) | System and method for corrected modulation with nonlinear power amplification | |
| RU2563586C2 (en) | Method and apparatus for performing digital baseband prediction | |
| US20030207680A1 (en) | System and method for digital memorized predistortion for wireless communication | |
| US7251293B2 (en) | Digital pre-distortion for the linearization of power amplifiers with asymmetrical characteristics | |
| CN102231620A (en) | Power amplifier linearization method and device based on baseband digital predistortion technology | |
| US9337783B2 (en) | Distortion compensation apparatus and distortion compensation method | |
| US20060008027A1 (en) | Method for the adaptive pre-distortion of digital raw data values and device for carrying out said method | |
| CN110365614B (en) | Correction table generation method and device for radio frequency transmission system | |
| JP2009147494A (en) | Transmission circuit and communication apparatus | |
| WO2015188578A1 (en) | Nonlinear system distortion correction device and method | |
| JPH0983417A (en) | Radio equipment | |
| CN203800956U (en) | Digital pre-distortion system of off-line estimation pre-distortion coefficient | |
| JP6064906B2 (en) | Distortion compensation amplification apparatus and distortion compensation amplification method | |
| US8538349B2 (en) | Method and device for pre-distorting an exciter and predistortion exciter | |
| KR20100045630A (en) | Apparatus and method for amplifying electric power of broadband | |
| KR20020087503A (en) | Predistortion type digital linearizer and gain control method thereof | |
| JP2002344249A (en) | Distortion compensating apparatus |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB02 | Change of applicant information | ||
| CB02 | Change of applicant information |
Address after: 100089 18 / F, block B, Zhizhen building, No.7, Zhichun Road, Haidian District, Beijing Applicant after: Beijing Ziguang zhanrui Communication Technology Co.,Ltd. Address before: 100084, Room 516, building A, Tsinghua Science Park, Beijing, Haidian District Applicant before: BEIJING SPREADTRUM HI-TECH COMMUNICATIONS TECHNOLOGY Co.,Ltd. |
|
| GR01 | Patent grant | ||
| GR01 | Patent grant |