WO2013128300A1 - Fir/iir filter predistorter for power amplifiers exhibiting short-term and/or long-term memory effects - Google Patents
Fir/iir filter predistorter for power amplifiers exhibiting short-term and/or long-term memory effects Download PDFInfo
- Publication number
- WO2013128300A1 WO2013128300A1 PCT/IB2013/050279 IB2013050279W WO2013128300A1 WO 2013128300 A1 WO2013128300 A1 WO 2013128300A1 IB 2013050279 W IB2013050279 W IB 2013050279W WO 2013128300 A1 WO2013128300 A1 WO 2013128300A1
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- WIPO (PCT)
- Prior art keywords
- impulse response
- power amplifier
- response filter
- memory effects
- predistortion
- Prior art date
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- 230000000694 effects Effects 0.000 title claims abstract description 76
- 230000007787 long-term memory Effects 0.000 title claims abstract description 41
- 230000006403 short-term memory Effects 0.000 title claims abstract description 38
- 230000001747 exhibiting effect Effects 0.000 title description 2
- 230000004044 response Effects 0.000 claims abstract description 61
- 230000006978 adaptation Effects 0.000 claims abstract description 47
- 230000003446 memory effect Effects 0.000 claims abstract description 21
- 238000000034 method Methods 0.000 claims description 20
- 238000010586 diagram Methods 0.000 description 6
- 230000006870 function Effects 0.000 description 3
- 230000002238 attenuated effect Effects 0.000 description 2
- 230000001934 delay Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000001914 filtration Methods 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 230000000135 prohibitive effect Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 230000006641 stabilisation Effects 0.000 description 1
- 238000011105 stabilization Methods 0.000 description 1
- 101150020055 yiiR gene Proteins 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/02—Transmitters
- H04B1/04—Circuits
- H04B1/0475—Circuits with means for limiting noise, interference or distortion
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03F—AMPLIFIERS
- H03F1/00—Details of amplifiers with only discharge tubes, only semiconductor devices or only unspecified devices as amplifying elements
- H03F1/32—Modifications of amplifiers to reduce non-linear distortion
- H03F1/3241—Modifications of amplifiers to reduce non-linear distortion using predistortion circuits
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/02—Transmitters
- H04B1/04—Circuits
- H04B2001/0408—Circuits with power amplifiers
- H04B2001/0425—Circuits with power amplifiers with linearisation using predistortion
Definitions
- FIR/IIR FILTER PREDISTORTER FOR POWER AMPLIFIERS EXHIBITING SHORT-TERM AND/OR LONG-TERM MEMORY EFFECTS
- the present disclosure relates to predistortion to compensate for power amplifier non-linearity and more particularly relates to predistortion to compensate for both power amplifier non-linearity and memory effects.
- power amplifiers are non-linear devices.
- the non-linearity of a power amplifier manifests itself in the form of inter-modulation distortion products, which lie very close to the transmitted signal in the frequency domain. These products cannot be removed by simple filtering.
- alternative techniques such as predistortion, have emerged to compensate for the non- linearity of power amplifiers.
- phase distortion caused by power amplifiers is phase distortion resulting from memory effects of the power amplifier.
- Memory effects are defined as effects that occur when an output sample of the power amplifier is not only a function of a current input sample of the power amplifier but also past input samples of the power amplifier.
- the result of the phase distortion caused by the memory effects is generally seen as an asymmetric response in the inter-modulation products in frequency bands adjacent to the desired frequency band.
- Memory effects are generally classified as short-term memory effects and long-term memory effects.
- Short-term memory effects are generally due to mismatches in the biasing network of the power amplifier, electro-thermal distortions, etc. These effects are generally in the order of 10 to 50
- the present disclosure generally relates to predistortion that
- a transmitter includes a power amplifier that amplifies a power amplifier input signal to provide a power amplifier output signal, a predistortion sub-system that effects predistortion of the power amplifier input signal to compensate for non-linearity of the power amplifier and memory effects of the power amplifier, and an adaptation sub-system that adaptively configures the predistortion sub-system.
- the predistortion sub-system includes a memory-less predistortion component that compensates for the non-linearity of the power amplifier, a Finite Impulse
- FIR Frequency Response
- MR Infinite Impulse Response
- Figure 1 illustrates a transmitter that includes a predistortion subsystem that compensates for non-linearity of a power amplifier in the transmitter as well as memory effects of the power amplifier according to one embodiment of the present disclosure
- Figure 2 is a block diagram of the predistortion sub-system of Figure 1 wherein the predistortion sub-system includes an Infinite Impulse Response (MR) filter that compensates for long-term memory effects and a Finite Impulse
- MR Infinite Impulse Response
- FIR Fast-term Memory Effect
- Figure 3 illustrates one exemplary embodiment of the MR filter of Figure 2;
- Figure 4 illustrates one exemplary embodiment of the FIR filter of Figure 2.
- Figure 5 is a block diagram of the predistortion sub-system of Figure 1 , wherein the predistortion sub-system includes an MR filter that compensates for long-term memory effects and a FIR filter that compensates for short-term memory effects according to another embodiment of the present disclosure.
- Figure 1 illustrates a wireless transmitter 10 that provides predistortion to compensate for both power amplifier non-linearity and memory effects according to one embodiment of the present disclosure. It should be noted that the wireless transmitter 10 is exemplary and is not intended to limit the scope of the present disclosure. Further, while the wireless transmitter 10 is a wireless transmitter, the concepts disclosed herein are also applicable to wired
- the wireless transmitter 10 includes a transmit path that includes a baseband signal source 12, a predistortion subsystem 14, a modulation and upconversion sub-system 16, a power amplifier (PA) 18, and a filter 20 connected as shown.
- the baseband signal source 12 generates and outputs a baseband input signal to the predistortion sub-system 14.
- the predistortion sub-system 14 predistorts the baseband input signal to compensate for both non-linearity of the power amplifier 18 and long-term and short-term memory effects of the power amplifier 18 to thereby output a predistorted baseband signal.
- the modulation and upconversion sub-system 16 modulates and upconverts the predistorted baseband signal to provide a power amplifier input signal.
- the power amplifier 18 amplifies the power amplifier input signal to provide a power amplifier output signal, which is then filtered by the filter 20 to provide an output signal that is transmitted by the wireless transmitter 10.
- the wireless transmitter 10 also includes a feedback path for adaptively configuring the predistortion sub-system 14.
- the feedback path includes an attenuator 22, a downconversion and demodulation sub-system 24, and an adaptation sub-system 26 connected as shown.
- the attenuator 22 receives the power amplifier output signal from the output of the power amplifier 18 via a coupler 28 and attenuates the power amplifier output signal by a factor 1/G, where G is a gain of the power amplifier 18, to provide an attenuated feedback signal.
- the attenuated feedback signal is then demodulated and downconverted by the downconversion and demodulation sub-system 24 to provide a baseband feedback signal.
- the adaptation sub-system 26 adaptively configures the predistortion sub-system 14 based on a comparison of the baseband feedback signal and the baseband input signal from the baseband signal source 12.
- the adaptation sub-system 26 includes a difference function 30 and an adaptor 32 configured as shown.
- the difference function 30 generates an error signal that is indicative of a difference between the baseband input signal and the baseband feedback signal.
- the adaptor 32 Based on the error signal and, in this embodiment, the baseband input signal and the baseband feedback signal, the adaptor 32 configures predistortion parameters (e.g., coefficients) of the predistortion sub-system 14 in such a manner as to minimize the error signal.
- FIG. 2 is a block diagram of the predistortion sub-system 14 of Figure 1 according to one embodiment of the present disclosure.
- the predistortion sub-system 14 includes a memory-less predistortion component 34, an Infinite Impulse Response (M R) filter 36, and a Finite Impulse Response (FI R) filter 38 connected in series as shown.
- the memory-less predistortion component 34 compensates for the non-linearity of the power amplifier 18 ( Figure 1 ) using a memory-less model of the non-linearity of the power amplifier 18.
- the M R filter 36 compensates for long-term memory effects of the power amplifier 18, whereas the FI R filter 38 compensates for short-term memory effects of the power amplifier 1 8.
- the impulse response of the M R filter 36 is very long relative to that of the FI R filter 38, the M R filter 36 is not well suited to compensate for short-term memory effects.
- the MR filter 36 has stability issues at high adaptation rates.
- the FIR filter 38 is not well suited to compensate for long-term memory effects because the complexity of the FI R filter 38 for long-term memory effects becomes prohibitive. Rather, because the impulse response of the FIR filter 38 is very short relative to that of the M R filter 36, the FIR filter 38 is well suited to compensate for short-term memory effects. In addition, because the FI R filter 38 does not include a feedback path, the FI R filter 38 does not suffer from stability issues at high adaptation rates.
- the predistortion sub-system 14 utilizes the MR filter 36 and the FI R filter 38 such that the MR filter 36
- the memory-less predistortion component 34 is adaptively configured by the adaptation sub-system 26 ( Figure 1 ) to compensate for the non-linearity of the power amplifier 18 using a memory-less model of the non-linearity of the power amplifier 1 8, which is denoted as F(.).
- F(.) is preferably a polynomial and may be implemented as, for example, a Volterra series which includes power terms as well as cross terms between different taps or an interpolating look-up table.
- the memory-less model of the non-linearity of the power amplifier 18 is defined by memory-less model parameters received from the adaptation sub-system 26.
- the adaptation sub-system 26 may configure the memory-less model parameters and thus the memory-less predistortion component 34 using any suitable technique.
- the memory-less model parameters may be adaptively configured by minimizing an error metric such as, for example, a square of an error between a baseband input signal and a baseband feedback signal.
- the MR filter 36 generally operates to compensate for long-term memory effects of the power amplifier 18.
- the adaptation sub-system 26 adaptively configures the MR filter 36 to model the long-term memory effects of the power amplifier 18 via a number of long-term memory effects parameters.
- the long-term memory effects parameters include coefficients that define the MR filter 36, and the adaptation sub-system 26 calculates or otherwise determines the coefficients for the MR filter 36 using a minimization algorithm such as, for example, least mean square or recursive least squares.
- the adaptation sub-system 26 updates the long-term memory effects parameters of the MR filter 36 at a desired adaptation rate. Again, due to the long impulse response of the MR filter 36, the MR filter 36 models the long-term memory effects of the power amplifier 18. Note that if there are no long-term memory effects, the adaptation sub-system 26 may configure the long-term memory effects parameters such that the MR filter 36 is deactivated, or in other words operates in a pass-through mode of operation. Because the MR filter 36 includes both feedforward and feedback paths, the MR filter 36 will become unstable at high adaptation rates. Therefore, the adaptation rate of the MR filter 36 is preferably set to a relatively low adaptation rate at which the MR filter 36 is known to be stable. For example, a threshold adaptation rate above which the MR filter 36 becomes unstable may be experimentally or otherwise determined. The adaptation rate for the MR filter 36 may then be set to a rate below the threshold adaptation rate.
- the FIR filter 38 generally operates to compensate for the short-term memory effects of the power amplifier 18 that are not compensated for by the MR filter 36.
- the adaptation sub-system 26 adaptively configures the FIR filter 38 to model the short-term memory effects of the power amplifier 18 via a number of short-term memory effects parameters.
- the short-term memory effects parameters include coefficients that define the FIR filter 38, and the adaptation sub-system 26 calculates or otherwise determines the coefficients for the FIR filter 38 using a minimization algorithm such as, for example, least mean square or recursive least squares.
- the adaptation sub-system 26 updates the short-term memory effects parameters at a relatively high adaptation rate that is sufficient for the FIR filter 38 to model the short-term memory effects of the power amplifier 18.
- the adaptation rate for the FIR filter 38 is greater than the adaptation rate for the MR filter 36.
- the adaptation subsystem 26 configures the MR filter 36 and the FIR filter 38 separately.
- the memory effects that classify as "long-term” memory effects and the memory effects that classify as “short-term” memory effects will typically vary depending on the particular implementation.
- the long-term memory effects may be those on the order of microseconds, milliseconds, or greater whereas the short-term memory effects may be those on the order of 10 to 50 nanoseconds.
- the exact values for the adaptation rates of the MR filter 36 and the FIR filter 38 will vary depending on the particular implementation. However, in general, the adaptation rate for the FIR filter 38 will be greater than the adaptation rate for the MR filter 36.
- the memory-less predistortion component 34 receives the baseband input signal, which is denoted as x[n], from the baseband signal source 12.
- the memory-less predistortion component 34 predistorts the baseband input signal x[n] based on the memory-less model (F(.)) of the non- linearity of the power amplifier 18 to thereby output a predistorted baseband signal yML.[n], which is also referred to herein as an initial predistorted baseband signal.
- the predistorted baseband signal yM_.[n] is provided as a baseband input signal xnR[n] to the MR filter 36.
- the MR filter 36 further predistorts the baseband input signal xnR[n] input to the MR filter 36 to compensate for the long-term memory effects of the power amplifier 18 to thereby output a predistorted baseband signal ynR[n], which is also referred to herein as an intermediate predistorted baseband signal.
- the predistorted baseband signal ynR[n] is provided as a baseband input signal XFIR[I"I] to the FIR filter 38.
- the FIR filter 38 further predistorts the baseband input signal XFIR[I"I] input to the FIR filter 38 to compensate for the short-term memory effects of the power amplifier 18 to thereby output the predistorted baseband signal, denoted as y[n], to the modulation and upconversion sub-system 16 ( Figure 1 ).
- FIG. 3 is a block diagram of an exemplary embodiment of the MR filter 36.
- the MR filter 36 includes a number of delays, or taps, 40-1 through 40-M, multipliers 42-1 through 42-M, adders 44-1 through 44-M, multipliers 46-1 through 46-N, and adders 48-1 through 48-N connected as shown.
- the multipliers 42-1 through 42-M and the adders 44-1 through 44-M form corresponding feedback paths of the MR filter 36.
- the multipliers 46-1 through 46-N and the adders 48-1 through 48-N form corresponding feedforward paths of the MR filter 36.
- Coefficients ai through aM and bi through bN are the long-term memory parameters adaptively configured by the
- the MR filter 36 implements the following mathematical representation of the MR filter 36:
- FIG. 4 is a block diagram of an exemplary embodiment of the FIR filter 38.
- the FIR filter 38 includes a number of delays, or taps, 50- 1 through 50-N, multipliers 52-1 through 52-N, and adders 54-1 through 54-N-1 connected as shown.
- Coefficients through WN are the short-term memory parameters adaptively configured by the predistortion sub-system 14 ( Figures 1 and 2) to compensate for the short-term memory effects of the power amplifier 18.
- the FIR filter 38 implements the following mathematical representation of the FIR filter 38:
- Figure 5 is a block diagram of the predistortion sub-system 14 of Figure 1 according to another embodiment of the present disclosure.
- the predistortion sub-system 14 of Figure 5 is substantially the same as that of Figure 2. However, in this embodiment, the ordering of the MR filter 36 and the FIR filter 38 is reversed. Otherwise, the predistortion sub-system 14 is the same as that described above. It should be noted that Figure 5 illustrates that the ordering of the MR filter 36 and the FIR filter 38 is not critical. Also, while the memory-less predistortion component 34 is shown in both the embodiment of Figure 2 and the embodiment of Figure 5 as being before the MR filter 36 and the FIR filter 38, the predistortion sub-system 14 is not limited thereto. For instance, the memory-less predistortion component 34 may alternatively follow the MR filter 36 and the FIR filter 38.
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- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- Nonlinear Science (AREA)
- Power Engineering (AREA)
- Amplifiers (AREA)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP13707916.6A EP2820762B1 (en) | 2012-02-28 | 2013-01-11 | Fir/iir filter predistorter for power amplifiers exhibiting short-term and/or long-term memory effects |
IN1727KON2014 IN2014KN01727A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html) | 2012-02-28 | 2013-01-11 |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/407,205 US8798559B2 (en) | 2012-02-28 | 2012-02-28 | FIR/IIR filter predistorter for power amplifiers exhibiting short-term and/or long-term memory effects |
US13/407,205 | 2012-02-28 |
Publications (1)
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WO2013128300A1 true WO2013128300A1 (en) | 2013-09-06 |
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PCT/IB2013/050279 WO2013128300A1 (en) | 2012-02-28 | 2013-01-11 | Fir/iir filter predistorter for power amplifiers exhibiting short-term and/or long-term memory effects |
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Cited By (1)
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GB2563092A (en) * | 2017-06-02 | 2018-12-05 | Cirrus Logic Int Semiconductor Ltd | Audio amplifiers |
GB2563094A (en) * | 2017-06-02 | 2018-12-05 | Cirrus Logic Int Semiconductor Ltd | Audio amplifiers |
CN112567628B (zh) * | 2018-08-29 | 2024-12-17 | 住友电气工业株式会社 | 失真补偿设备、无线通信器和预失真器 |
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US10985951B2 (en) | 2019-03-15 | 2021-04-20 | The Research Foundation for the State University | Integrating Volterra series model and deep neural networks to equalize nonlinear power amplifiers |
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IN2014KN01727A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html) | 2015-10-23 |
EP2820762B1 (en) | 2016-09-21 |
US20130222059A1 (en) | 2013-08-29 |
US8798559B2 (en) | 2014-08-05 |
EP2820762A1 (en) | 2015-01-07 |
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