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New Challenges in DPD
Linearization for High Efficiency,
Wideband PA Architectures
Pere L. Gilabert and Gabriel Montoro
Universitat Politècnica de Catalunya (UPC)
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 2
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 3
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 4
Introduction
Because the PA is one of the most power hungry devices of a transmitter,
several efforts have been oriented to find power efficiency structures to cope
with the inherent trade-off between linearity and efficiency.
The power efficiency improvement achieved using linear PAs with constant
supply combined with linearization techniques is limited when using OFDM-
based signals (e.g. LTE, WiMAX) presenting high PAPR.
Following the SDR concept, alternative configurations to the conventional
Cartesian transmitter have been proposed to overcome typical class AB PA
efficiency figures (ranging from 5 to 10 % when operated with significant back-
off levels).
Introducing CFR and adaptive DPD techniques, the efficiency can be improved
by a factor of 3 to 5. Moreover, by using more efficient topologies such as
Doherty amplifiers, or transmitters based on switching mode RF PAs (e.g. LINC,
EE&R, Polar Transmitters) the efficiency can be raised up to 50%. In any case
DPD is necessary to guarantee the required linearity levels of the transmitter.
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 5
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 6
Linearity vs. Efficiency Trade-Off
When dealing with signals presenting high PAPR, the D/A converter and power
amplifier of the transmitter require large dynamic ranges to avoid amplitude
clipping (and thus nonlinear distortion), which implies increasing both power
consumption and component cost of the transceiver.
As shown in the Table, typical PA efficiency has dropped from 65% for GSM, a
constant envelope modulation scheme, to just 30% for LTE systems.
Power Amplifier Efficiency for a Range of Modulated Schemes.[3]
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 7
Linearity vs. Efficiency Trade-Off
A power amplifier (PA) is at its
most efficient when running at
maximum output power and it
becomes increasingly inefficient at
lower powers.
As PAPR increases, average power
is reduced relative to peak power
and so the transmitter’s average
efficiency is reduced.
0 2 4 6 8 10-2 12
10
12
14
16
18
20
8
22
Input Power (dBm)
Out
put
Pow
er (
dBm
)
outsatP
1outdBP
insatP1
indBP
0 2 4 6 8 1 0-2 1 2
2
4
6
8
1 0
1 2
0
1 4
Input Power (dBm)
PAE
(%)
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 8
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 9
High Efficiency Tx Architectures
Limiter
PA
Power
Amplifier
x(t)
LO
Class-S
Modulator
Envelope
detector
S
Modulated
supply
DC supply
y(t)
x1(t)
x2(t)
FUNCTIONING
The highly efficient PA amplifies a phase-modulated (constant in envelope) signal,
while the AM modulation takes place in the PA itself. Therefore, the output envelope is
proportional to the supply voltage, that changes according to the envelope signal.
Polar Amplification
Envelope Elimination and Restoration (EER) Polar Transmitter
HISTORY
- 1952 L.R. Kahn
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 10
1. Sensitive to possible delays between the
amplitude-modulated (AM) signal path and
the phase-modulated (PM) signal path.
2. Carrier feed-through as a source of
nonlinear distortion. In the RF PA, the RF
signal could leak directly towards the
output generating spectral regrowth.
3. Just like in any other PA, AM-AM and AM-
PM distortion are also present in polar
modulation.
High Efficiency Tx Architectures
Main technological constraint: The envelope signal has a bandwidth that is 3 to 5
times the bandwidth of the RF signal. As a consequence, the Envelope Amplifier (Drain
modulator) needs to be not only highly efficient but also wideband enough to cope with
the signal’s envelope.
Drawbacks & Possible Solutions [11]
1. Digital compensating mechanisms at
baseband: Fractional Delay Alignments.
2. In most cases, the feed-through is caused
by the gate-drain capacitance. A cascode
topology, where this feed-forward path is
broken, is often used as a solution for this
problem.
3. Linearization techniques: Digital
Predistortion
Polar Amplification
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 11
High Efficiency Tx Architectures
Polar Amplification
Currently some key issues still difficult its commercial existence [6,11]:
- To minimize quantization noise high oversampling ratios are required �
increases switching losses and degrades overall efficiency.
- the output analog reconstruction filter present in both of these arrangements
must be a low-loss narrowband band-pass filter still difficult to implement.
Towards the ‘all digital’ Transmitter:
Pulsed (or Burst-mode) Tx [6]Polar Tx with both AM and PM signals are
handled digitally [6]
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 12
High Efficiency Tx Architectures
Envelope Tracking
FUNCTIONING
The amplitude and phase modulated RF signal is amplified using a linear-mode PA.
The supply voltage of the RF PA is adjusted according to the envelope of the RF carrier.
Thanks to the dynamic supply the RF PA is always operating close to saturation which
increases the power efficiency at power back-off.
Fixed supply (left) vs. envelope tracking power supply [11]
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 13
High Efficiency Tx Architectures
Envelope Tracking
- ET PA Gain Characteristics -
Isogain Shaping [3]
- ET PA Efficiency –
Optimum Efficiency Shaping [3]
The statistics of typical high PAPR signals are such that an ET PA typically spends
most of its time operating with relatively low supply voltage, with only occasional
high voltage excursions on high power peaks.
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 14
High Efficiency Tx Architectures
Envelope Tracking
1. Sensitive to possible delays between the
power supply signal and the RF signal.
However, less sensitive than in PT.
2. The efficiency of the overall system is very
dependent on the efficiency of the Envelope
Amplifier (currently limited to several
tenths of MHz.)
3. To use a slower version of the original
signal’s envelope to supply the PA causes
nonlinear distortion.
Main technological constraint: Similar to PT, the slew-rate and bandwidth
requirements of the Envelope Amplifier (Drain modulator) are very stringent when
considering current spectrally efficient modulations. However, unlike in PT, the drain
voltage does not need to follow exactly the signal’s envelope.
Drawbacks & Possible Solutions [13-17]
1. Digital compensating mechanisms at
baseband: Fractional Delay Alignments.
2. Use slower (slew-rate or bandwidth
limited) versions of the original signal’s
envelope to dynamically supply the PA �
trade-off between bandwidth and power
efficiency.
3. Linearization techniques: Digital
Predistortion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 15
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 16
Slew-Rate Reduction of the Envelope
One of the main challenges in ET and PT concerns the Envelope Amplifier (or
Drain Modulator). It has to efficiently supply the power required by the RF
transistor at the same speed of the signal’s envelope.
The Drain Modulator can be categorized into three types [19]:
1) Low dropout (LDO) regulator: linear but not efficient with high PAPR
signals)
2) Switched-mode power supply (SMPS): (efficiency inversely proportional to
the switching frequency�limited in BW)
3) Hybrid switching amplifier: consisting of an SMPS (current source that
provides large portions of power at low frequencies) and a class-AB amplifier
(wide-bandwidth linear voltage source)�Good efficiency/BW compromise
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 17
-20 -15 -10 -5 0 5 10 15-140
-130
-120
-110
-100
-90
-80
-70
-60
-50
Frequency (MHz)P
ower
/freq
uenc
y (d
B/H
z)
Original EnvelopeSlow Envelope (N=30)Slow Envelope (N=100)
In ET, is possible to relax the high slew-rate and bandwidth requirements of EAs
by using a slew-rate [14] or bandwidth [15-17] reduced version of the signal’s
envelope.
Slew-Rate Reduction of the Envelope
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 18
However, the price for using a slew-rate or BW reduced version of the envelope
to supply the RF PA is a degradation of the power efficiency � bandwidth vs.
power efficiency trade-off [18]
Slew-Rate Reduction of the Envelope
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 19
In addition, because both the supply and RF input signals are not univocally
related, a time-variant nonlinear gain effect is observed at the RF output � the ET
PA presents a slow envelope-dependent (SED) nonlinear behavior.
Slew-Rate Reduction of the Envelope
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 20
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 21
DPD for Envelope Tracking PAs
PADPD
Predistorter Power Amplifier
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 22
DPD for Envelope Tracking PAs
p
P
p
Q
qpq nxnxny ][ ][][
0 0
ττγ −−=∑∑= =
Memory Polynomial (Original
Envelope to supply the RF PA)
SED Digital Predistortion [13](Slow Envelope to supply the RF PA)
( )LUTG ⋅
[ ]u n [ ]x n [ ]y n
ˆ[ ]x n
[ ]SE n[ ]SE n
( )0 0 0 0
[ ] [ ] [ ] [ ]QM N P q p
piqj s j i ij q i p
x n E n u n u nγ τ τ τ= = = =
= ⋅ − ⋅ − ⋅ −∑∑∑∑
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 23
DPD for Envelope Tracking PAs
DPD results considering Dynamic Power Supply with the Original Envelope [18]
DPD results considering Dynamic Power Supply with the Slow Envelope [18]
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.90
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
Input Amplitude
Out
put A
mpl
itude
without DPDwith memoryless DPD
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.90
0.2
0.4
0.6
0.8
1
Input Amplitude
Out
put A
mpl
itude
without SED-DPDwith SED-DPD
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 24
DPD for Envelope Tracking PAs
( )
( )00 0 0
00 0 00 0 0
(·) (·) (·)
0
(·)
[ ] [ ] [ ] [ ] [ ] [ ] [ ] [ ] ...
... [ ] [ ] [ ]
N QLUT LUT LUT
NQLUT
P P PQp p Nom pp N pN N s s p Q
p p p
G G G
PQNom ps s N pNQ N
p
G
x n u n u n u n u n E n E u n u n
E n E u n u n
γ τ γ τ γ
τ γ τ
= = =
=
= ⋅ ⋅ + − ⋅ ⋅ − + − ⋅ ⋅ ⋅ +
+ − ⋅ − ⋅ ⋅ −
∑ ∑ ∑
∑
������� ��������� �������
������� ��
Signal
Generator
Towards a possible FPGA implementation:
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 25
DPD for Envelope Tracking PAs
LUT-based architecture of the SED-DPD [13]
( ) ( )0 0
[ ] [ ] [ ] [ ]Q N qNom iq
s s i LUT iq i
x n E n E u n G u nτ τ= =
= − ⋅ − ⋅ −∑∑
SED DPD implemented as a set of LUTs [13]:
without DPD
with dynamic SED- DPD
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 26
Outline
Introduction
Linearity vs. Efficiency Trade-Off
High Efficiency Polar Transmitter Architectures
Polar Transmitter
Envelope Tracking
Slew-Rate/Bandwidth Reduction of the Envelope
Digital Predistortion for Envelope Tracking PAs
Conclusion
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 27
Conclusion
Polar Techniques are promising candidates to overcome power efficiency
limitations of classical Cartesian Transmitters, yet some technological
constraints are still under research (e.g. in ‘all-digital’ Tx.).
Using reduced slew-rate versions of the envelope to perform ET is shown to
be a useful solution to cope with the aforementioned PAPR and BW
constraints in Envelope Amplifiers � Envelope BW vs Efficiency trade-off
Since these transmitter architectures are design to maximize power
efficiency, linearity levels must be meet incorporating linearization techniques
such as DPD.
In the path towards SDR, several correcting mechanism (time and amplitude
adjustments, nonlinear distortion compensation) are implemented at
baseband in Digital Signal Processors, giving the transmitter the required
flexibility and adaptability.
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 28
References
[1] Digital Front-End in Wireless Communication and Broadcasting, Editor Fa-Long Luo. Cambridge University Press 2011.
[2] H. Gandhi. Digital Predistortion Linearizes Broadband PAs. Microwaves and RF, pages 1–4,2008.
[3] G. Wimpenny, “Envelope Tracking PA Characterisation,” White Paper. Open ET Alliance. Nov. 2011.
[4] A. Birafane, M. El-Asmar, A. Kouki, M. Helaoui, F. M. Ghannouchi, ”Analyzing LINC Systems,” IEEE Microwave Magazine, vol. 11 ,
pp. 59-71, Aug. 2010.
[5] P.A. Godoy, C. SungWon, T.W. Barton, D.J. Perreault, J.L. Dawson, “A 2.5-GHz asymmetric multilevel outphasing power amplifier
in 65-nm CMOS,“ IEEE Topical Conference on Power Amplifiers for Wireless and Radio Applications (PAWR), Jan. 2011, Phoenix.
AZ, USA. pp. 57 – 60.
[6] P.M. Lavrador, T.R. Cunha, P.M. Cabral, J.C. Pedro, “The Linearity-Efficiency Compromise,” IEEE Microwave Magazine, vol. 11, pp.
44-58, Aug. 2010.
[7] F. H. Raab, P. Asbeck, S. Cripps, P. B. Kenington, Z. B. Popovic, N. Pothecary, J. F. Sevic, and N. O. Sokal, “Power amplifiers and
transmitters for RF and microwave,” IEEE Trans. Microwave Theory Tech., vol. 50, no. 3, pp. 814–826, Mar. 2002.
[8] D. Kang, D. Kim, Y. Cho, B. Park, J. Kim, B. Kim, “Design of Bandwidth-Enhanced Doherty Power Amplifiers for Handset
Applications,” IEEE Trans. on Microw. Theory and Tech., vol. 59 , pp. 3474 – 3483, Dec. 2011.
[9] R. Darraji, F.M. Ghannouchi, O. Hammi, “A Dual-Input Digitally Driven Doherty Amplifier Architecture for Performance
Enhancement of Doherty Transmitters,” IEEE Trans. on Microw. Theory and Tech., vol. 59 , pp. 1284 - 1293, May 2011.
[10] P.L. Gilabert, G. Montoro, P. Vizarreta and J. Berenguer, “Digital Processing Compensation Mechanisms for Highly Efficient
Transmitter Architectures” IET Microwaves, Antennas & Propagation, vol. 5, 963-974, June 2011.
[11] P. Reynaert, “Polar Modulation,” IEEE Microwave Magazine, vol. 12, pp. 46-51, Feb. 2011.
[12] G. Montoro, P.L. Gilabert, J. Berenguer and E. Bertran, “Digital Predistortion of Envelope Tracking Amplifiers Driven by Slew-
Rate Limited Envelopes,” IEEE International Microwave Symposium (IMS’2011), June 2011, Baltimore, USA.
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers IMS2012, Montreal, June 17-22, 2012 29
References
[13] P. L. Gilabert and G. Montoro, "Look-Up Table Implementation of a Slow Envelope Dependent Digital Predistorter for Envelope
Tracking Power Amplifiers," IEEE Microw. Wireless and Components Letters, vol 22, nº 2, pp. 97-99, Feb. 2012.
[14] G. Montoro, P.L. Gilabert, E. Bertran and J. Berenguer, “A Method for Real-Time Generation of Slew-Rate Limited Envelopes in
Envelope Tracking Transmitters,” IEEE Int. Microw. Series on RF Front-ends for Soft. Defined and Cognitive Radio Solutions , Feb. 2010,
Aveiro, Portugal. pp. 1-4.
[15] D. F. Kimball, C. Hsia, P. Draxler, S. Lanfranco, W. Nagy, K. Linthicum, L. E. Larson and P. M. Asbeck,., “High-Efficiency Envelope-
Tracking WCDMA Base-Station Amplifier Using GaN HFETs,” IEEE Trans. on Microw. Theory and Tech., vol. 54, pp. 3848 - 3856, Nov.
2006.
[16] J. Jeong, D. F. Kimball, M. Kwak, C. Hsia, P. Draxler and P. M. Asbeck, “Wideband Envelope Tracking Power Amplifiers with
Reduced Bandwidth Power Supply Waveform and Adaptive Digital Predistortion Techniques,” IEEE Trans. on Microw. Theory and
Tech., vol. 57, pp. 3307-3314, Dec. 2009.
[17] C. Haiying, H.M. Nemati, A. Soltani Tehrani, T. Eriksson, C. Fager, “, Digital Predistortion for High Efficiency Power Amplifier
Architectures Using a Dual-Input Modeling Approach” IEEE Trans. Microw. Theory and Tech., vol. 60, pp. 361 - 369, Feb. 2012.
[18] P. L. Gilabert, G. Montoro, P. Vizarreta, "Slew-Rate and Efficiency Trade-off in Slow Envelope Tracking Power Amplifiers,"
German Microwave Conference (GeMiC'12), March 2012, Ilmenau, Germany.
[19] B. Kim, J. Moon and I Kim, “Efficiently Amplified,” IEEE Microwave Magazine, vol. 11, pp. 87-100, Aug. 2010.
[20] B. Kim, I Kim and J. Moon, “Advanced Doherty Architecture,” IEEE Microwave Magazine, vol. 11, pp. 72-86, Aug. 2010.
[21] V. K. Parikh, P. T. Balsara, and O. E. Eliezer, “A fully digital architecture for wideband wireless transmitters,” IEEE Radio and
Wireless Symp., Jan. 2008, pp. 147–150.
New Challenges in DPD
Linearization for High Efficiency,
Wideband PA Architectures
WML: Measurement, Design and Linearization Tech. for High-Efficiency Amplifiers
Supported by Spanish Government MICINN
TEC2011-29126-C03-02