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INTRODUCTION TO 
MEMORY EFFECTS 
Ahmad Khanifar 
Powerwave Technologies Inc. 
1801 E St Andrew Place, Santa Ana, CA 92705
OUTLINE 
โ€ข The sources of memory effects in an amplifier 
โ€“ Thermal and electrical memory effects 
โ€ข The root cause 
โ€ข A mathematical representation of amplifier 
transfer function 
โ€ข Circuit interactions 
โ€ข Dynamic non-linear characterization 
โ€ข Conclusions
VISIBLE IMD IMBALANCE 
Memory effect in an amplifier is 
noticed by an imbalance in the 
upper and lower IMD. 
In many applications, the memory 
effect is masked by high 3rd order 
IMD and is visible. 
The memory effect in an amplifier 
can be caused by thermal and 
electrical memory. 
The thermal memory is limited to 
frequencies of few hundred KHz, 
where as electrical memory is in 
the order of few MHz to few tens 
Of MHz.
MODULATED MULTICARRIER SIGNAL 
M a r k e r 1 [ T 1 ] 
4 3 . 5 d B O f f s e t 
A 
1RM 
S W T 5 s 
R F A t t 6 d B 
U n i t d B 
R B W 3 0 k H z 
R e f L v l 
V B W 3 0 0 k H z 
2 6 . 5 d B m 
c l 3 
c l 2 
c l 1 
c u 1 
c u 2 
c u 3 
C e n t e r 2 . 1 4 G H z 1 2 M H z / S p a n 1 2 0 M H z 
0 
-10 
-20 
-30 
-40 
-50 
-60 
-70 
-80 
-90 
-100 
1 
- 4 1 . 4 6 d B m 
2 . 1 1 0 0 0 0 0 0 G H z 
1 [ T 1 ] - 4 1 . 4 6 d B m 
2 . 1 1 0 0 0 0 0 0 G H z 
C H P W R 3 7 . 2 0 d B m 
A C P U p - 0 . 0 7 d B 
A C P L o w 0 . 0 8 d B 
A L T 1 U p - 4 0 . 6 8 d B 
A L T 1 L o w - 4 2 . 0 6 d B 
A L T 2 U p - 4 3 . 3 3 d B 
A L T 2 L o w - 4 5 . 2 0 d B 
c l 3 
c l 2 
c l 1 
C 0 
C 0 
c u 1 
c u 2 
c u 3 
Frequency response a muti- 
Carrier amplifier response. 
The predistorter correction is 
Limited.
Modulated signal (corrected) 
M a r k e r 1 [ T 1 ] 
4 3 . 5 d B O f f s e t 
A 
1RM 
S W T 5 s 
R F A t t 6 d B 
U n i t d B 
R B W 3 0 k H z 
R e f L v l 
V B W 3 0 0 k H z 
2 6 . 5 d B m 
c l 3 
c l 2 
c l 1 
c u 1 
c u 2 
c u 3 
C e n t e r 2 . 1 4 G H z 1 2 M H z / S p a n 1 2 0 M H z 
0 
-10 
-20 
-30 
-40 
-50 
-60 
-70 
-80 
-90 
-100 
1 
- 4 4 . 9 8 d B m 
2 . 1 1 0 0 0 0 0 0 G H z 
1 [ T 1 ] - 4 4 . 9 8 d B m 
2 . 1 1 0 0 0 0 0 0 G H z 
C H P W R 3 7 . 1 4 d B m 
A C P U p 0 . 1 1 d B 
A C P L o w 0 . 0 5 d B 
A L T 1 U p - 5 6 . 9 1 d B 
A L T 1 L o w - 5 5 . 3 1 d B 
A L T 2 U p - 5 7 . 5 8 d B 
A L T 2 L o w - 5 6 . 4 5 d B 
c l 3 
c l 2 
c l 1 
C 0 
C 0 
c u 1 
c u 2 
c u 3 
โ€ข Correction of memory effect 
enhances the overall correction 
achievable. 
โ€ข Memory effect can be reduced 
by using analogue techniques. 
โ€ข The memory can be corrected 
using digital processing. 
โ€ข A hybrid approach is also 
Possible.
Why it is called the memory effect 
An inductor and a mechanical flywheel follow the 
same principle by storing energy. 
The mechanical 
stored energy is: 
2 
E 1 mv Stored = 
2 
The electrical 
stored energy is: 
2 
E 1 LI Stored = 
2
ACTIVE DEVICE TRANSER FUNCTION 
I n p u t 
M a t c h in g 
C ir c u it 
O u p u t 
M a t c h in g 
C ir c u it 
B a i s 
C i r c u i t 
C g s g 1 v i n g 2 v 2 
i n g 3 v 3 
i n 
g n v n 
in 
R S 
R L 
2 
i v v g v g v g v 
= + + + 
g v g v g v 
+ + + 
g v v g v g v 
2 
ds gs ds m gs m gs m gs 
d ds d ds d ds 
2 
ร— ร— + + 
2 
3 
3 
2 
1 2 
3 
3 
2 
1 2 
( , ) 
md gs ds m d gs md ds 
IEEE Trans on MTT, Vol.42, No.1, Jan. 1994
IMD GENERTION MECHANISM 
f1 f2 
v in 
1 2 = + + + + + out in in in in in v G v G v G v G v G v 
5 .... 
5 
4 
4 
3 
3 
2 
f2-f1 2f2-f1 2f1-f2 2f1 2f2
A VECTORIAL REPRESENTATION OF IMD 
2nd order 
(Harmonic) 
2nd Order 
(Envelope) 
3rd order 
(Transconductance) 
Visible IM 
Re (IM3L) 
Img(IM3L) A vectorial representation 
of IMD suggests that the major 
contributors are: 
โ€ข 3rd order nonlinearity (trans-conductance) 
โ€ข 3rd order terms generated 
by 2rd harmonic 
โ€ข 3rd order terms generated 
by the envelope of the signal
PRACTICAL IMPLEMENTATION 
Most RF Power devices require a 
relatively wide printed circuit trace 
to deliver the appropriate current 
to the circuit. 
Such a trace has a relatively Small 
inductance per unit length but this 
can easily disturb the output 
matching network. 
RF capacitors are needed to provide 
Large impedance at the fundamental 
frequency of operation.
BASIC CIRCUIT FREQUENCY 
RESPONSE
BIAS CIRCUIT DESIGN 
(classic approach) 
l/4 
RF and video short 
G a t e 
circuit 
Active device Circuit 
Output Matching 
D r a i n 
ZBB ZDD 
Input 
Matching 
Network 
Output 
Matching 
Network 
TRL 
TRL
BIAS CIRCUIT DESIGN 
(classic approach Cont.) 
Resonace circuit 
Active device Circuit 
Output Matching 
G a t e 
D r a i n 
ZBB ZDD 
Input 
Matching 
Network 
Output 
Matching 
Network 
TRL
A PRACTICAL NOTE 
0 20 40 60 80 100 
0.20 
0.18 
0.16 
0.14 
0.12 
0.10 
0.08 
0.06 
0.04 
0.02 
0.00 
freq, MHz 
mag(Zin1) 
R R1 
R=50 Ohm 
CAPP2 
C1 
C=1.0 uF 
1 2 
+ + 
TanD=0.038 
Q=26.0 
FreqQ=12.0 MHz 
FreqRes=12.0 MHz 
Exp=2.0 
CAPP2 
C2 
C=0.1 uF 
TanD=0.038 
Q=26.0 
FreqQ=20.0 MHz 
FreqRes=20.0 MHz 
Exp=2.0 
SP_NWA 
SP_NWA1 
There are pros and cons on the 
Introduction of transmission zeros 
in frequency response of video 
decoupling network!
FREQUENCY SYNTHESIS 
V 
s 
S R C 1 
C 1 C 4 
L s 
2 
L s 
3 
C 7 C 6 
L8 
L7 
C 5 L 
L1 
L6 
5 
R s r 
s 
L4 
R 1 
L 
s 
0 . 0 1 . 0 E 7 2 . 0 E 7 3 . 0 E 7 4 . 0 E 7 5 . 0 E 7 
0 . 0 8 
0 . 0 7 
0 . 0 6 
0 . 0 5 
0 . 0 4 
0 . 0 3 
0 . 0 2 
mag(Zs) 
F r e q , M H z 
0 . 0 1 . 0 E 7 2 . 0 E 7 3 . 0 E 7 4 . 0 E 7 5 . 0 E 7 
1 0 0 
8 0 
6 0 
4 0 
2 0 
0 
- 2 0 
F r e q , M H z 
phase(Zs) 
It is possible to design a 
predefined video response 
For the gate and drain RF 
decoupling network
MEASUREMENT OF DYNAMIC 
CHARACTERISTICS 
power supply 
Amplifier 
under 
test 
VDD 
power supply 
VGG 
Temperature controlled fans 
temp 
probe 
Power 
Meter ch B 
10BaseT 
ethernet 
switch 
Peak Power 
Meter 
10 MHz 
timing source 
power supply 
Power 
Meter chA 
Attenuator 
RF Vector Signal 
Analyzer 
10 MHz 
timing sink 
RF Vector Signal 
Generator 
Pre-amp 
Attenuator 
The dynamic characteristics 
of an amplifier response by 
sampling the the output @ an 
appropriate rate.
SYSTEM CALIBRATION
AM-AM and AM-PM RESPONSE
AM-AM and AM-PM RESPONSE
CONCLUSIONS 
โ€ข The electrical memory effect is a by-product of 
the interaction between active device 
nonlinearity and DC decoupling at the gate 
(base) and drain (collector) terminals. 
โ€ข The 2nd harmonic impedance also contribute to 
the memory effects observed in an amplifier 
โ€ข Analogue circuit techniques can be used to 
reduce the memory effects 
โ€ข The thermal memory is best corrected by digital 
means and adequate thermal management.

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Introduction to Memory Effects

  • 1. INTRODUCTION TO MEMORY EFFECTS Ahmad Khanifar Powerwave Technologies Inc. 1801 E St Andrew Place, Santa Ana, CA 92705
  • 2. OUTLINE โ€ข The sources of memory effects in an amplifier โ€“ Thermal and electrical memory effects โ€ข The root cause โ€ข A mathematical representation of amplifier transfer function โ€ข Circuit interactions โ€ข Dynamic non-linear characterization โ€ข Conclusions
  • 3. VISIBLE IMD IMBALANCE Memory effect in an amplifier is noticed by an imbalance in the upper and lower IMD. In many applications, the memory effect is masked by high 3rd order IMD and is visible. The memory effect in an amplifier can be caused by thermal and electrical memory. The thermal memory is limited to frequencies of few hundred KHz, where as electrical memory is in the order of few MHz to few tens Of MHz.
  • 4. MODULATED MULTICARRIER SIGNAL M a r k e r 1 [ T 1 ] 4 3 . 5 d B O f f s e t A 1RM S W T 5 s R F A t t 6 d B U n i t d B R B W 3 0 k H z R e f L v l V B W 3 0 0 k H z 2 6 . 5 d B m c l 3 c l 2 c l 1 c u 1 c u 2 c u 3 C e n t e r 2 . 1 4 G H z 1 2 M H z / S p a n 1 2 0 M H z 0 -10 -20 -30 -40 -50 -60 -70 -80 -90 -100 1 - 4 1 . 4 6 d B m 2 . 1 1 0 0 0 0 0 0 G H z 1 [ T 1 ] - 4 1 . 4 6 d B m 2 . 1 1 0 0 0 0 0 0 G H z C H P W R 3 7 . 2 0 d B m A C P U p - 0 . 0 7 d B A C P L o w 0 . 0 8 d B A L T 1 U p - 4 0 . 6 8 d B A L T 1 L o w - 4 2 . 0 6 d B A L T 2 U p - 4 3 . 3 3 d B A L T 2 L o w - 4 5 . 2 0 d B c l 3 c l 2 c l 1 C 0 C 0 c u 1 c u 2 c u 3 Frequency response a muti- Carrier amplifier response. The predistorter correction is Limited.
  • 5. Modulated signal (corrected) M a r k e r 1 [ T 1 ] 4 3 . 5 d B O f f s e t A 1RM S W T 5 s R F A t t 6 d B U n i t d B R B W 3 0 k H z R e f L v l V B W 3 0 0 k H z 2 6 . 5 d B m c l 3 c l 2 c l 1 c u 1 c u 2 c u 3 C e n t e r 2 . 1 4 G H z 1 2 M H z / S p a n 1 2 0 M H z 0 -10 -20 -30 -40 -50 -60 -70 -80 -90 -100 1 - 4 4 . 9 8 d B m 2 . 1 1 0 0 0 0 0 0 G H z 1 [ T 1 ] - 4 4 . 9 8 d B m 2 . 1 1 0 0 0 0 0 0 G H z C H P W R 3 7 . 1 4 d B m A C P U p 0 . 1 1 d B A C P L o w 0 . 0 5 d B A L T 1 U p - 5 6 . 9 1 d B A L T 1 L o w - 5 5 . 3 1 d B A L T 2 U p - 5 7 . 5 8 d B A L T 2 L o w - 5 6 . 4 5 d B c l 3 c l 2 c l 1 C 0 C 0 c u 1 c u 2 c u 3 โ€ข Correction of memory effect enhances the overall correction achievable. โ€ข Memory effect can be reduced by using analogue techniques. โ€ข The memory can be corrected using digital processing. โ€ข A hybrid approach is also Possible.
  • 6. Why it is called the memory effect An inductor and a mechanical flywheel follow the same principle by storing energy. The mechanical stored energy is: 2 E 1 mv Stored = 2 The electrical stored energy is: 2 E 1 LI Stored = 2
  • 7. ACTIVE DEVICE TRANSER FUNCTION I n p u t M a t c h in g C ir c u it O u p u t M a t c h in g C ir c u it B a i s C i r c u i t C g s g 1 v i n g 2 v 2 i n g 3 v 3 i n g n v n in R S R L 2 i v v g v g v g v = + + + g v g v g v + + + g v v g v g v 2 ds gs ds m gs m gs m gs d ds d ds d ds 2 ร— ร— + + 2 3 3 2 1 2 3 3 2 1 2 ( , ) md gs ds m d gs md ds IEEE Trans on MTT, Vol.42, No.1, Jan. 1994
  • 8. IMD GENERTION MECHANISM f1 f2 v in 1 2 = + + + + + out in in in in in v G v G v G v G v G v 5 .... 5 4 4 3 3 2 f2-f1 2f2-f1 2f1-f2 2f1 2f2
  • 9. A VECTORIAL REPRESENTATION OF IMD 2nd order (Harmonic) 2nd Order (Envelope) 3rd order (Transconductance) Visible IM Re (IM3L) Img(IM3L) A vectorial representation of IMD suggests that the major contributors are: โ€ข 3rd order nonlinearity (trans-conductance) โ€ข 3rd order terms generated by 2rd harmonic โ€ข 3rd order terms generated by the envelope of the signal
  • 10. PRACTICAL IMPLEMENTATION Most RF Power devices require a relatively wide printed circuit trace to deliver the appropriate current to the circuit. Such a trace has a relatively Small inductance per unit length but this can easily disturb the output matching network. RF capacitors are needed to provide Large impedance at the fundamental frequency of operation.
  • 12. BIAS CIRCUIT DESIGN (classic approach) l/4 RF and video short G a t e circuit Active device Circuit Output Matching D r a i n ZBB ZDD Input Matching Network Output Matching Network TRL TRL
  • 13. BIAS CIRCUIT DESIGN (classic approach Cont.) Resonace circuit Active device Circuit Output Matching G a t e D r a i n ZBB ZDD Input Matching Network Output Matching Network TRL
  • 14. A PRACTICAL NOTE 0 20 40 60 80 100 0.20 0.18 0.16 0.14 0.12 0.10 0.08 0.06 0.04 0.02 0.00 freq, MHz mag(Zin1) R R1 R=50 Ohm CAPP2 C1 C=1.0 uF 1 2 + + TanD=0.038 Q=26.0 FreqQ=12.0 MHz FreqRes=12.0 MHz Exp=2.0 CAPP2 C2 C=0.1 uF TanD=0.038 Q=26.0 FreqQ=20.0 MHz FreqRes=20.0 MHz Exp=2.0 SP_NWA SP_NWA1 There are pros and cons on the Introduction of transmission zeros in frequency response of video decoupling network!
  • 15. FREQUENCY SYNTHESIS V s S R C 1 C 1 C 4 L s 2 L s 3 C 7 C 6 L8 L7 C 5 L L1 L6 5 R s r s L4 R 1 L s 0 . 0 1 . 0 E 7 2 . 0 E 7 3 . 0 E 7 4 . 0 E 7 5 . 0 E 7 0 . 0 8 0 . 0 7 0 . 0 6 0 . 0 5 0 . 0 4 0 . 0 3 0 . 0 2 mag(Zs) F r e q , M H z 0 . 0 1 . 0 E 7 2 . 0 E 7 3 . 0 E 7 4 . 0 E 7 5 . 0 E 7 1 0 0 8 0 6 0 4 0 2 0 0 - 2 0 F r e q , M H z phase(Zs) It is possible to design a predefined video response For the gate and drain RF decoupling network
  • 16. MEASUREMENT OF DYNAMIC CHARACTERISTICS power supply Amplifier under test VDD power supply VGG Temperature controlled fans temp probe Power Meter ch B 10BaseT ethernet switch Peak Power Meter 10 MHz timing source power supply Power Meter chA Attenuator RF Vector Signal Analyzer 10 MHz timing sink RF Vector Signal Generator Pre-amp Attenuator The dynamic characteristics of an amplifier response by sampling the the output @ an appropriate rate.
  • 18. AM-AM and AM-PM RESPONSE
  • 19. AM-AM and AM-PM RESPONSE
  • 20. CONCLUSIONS โ€ข The electrical memory effect is a by-product of the interaction between active device nonlinearity and DC decoupling at the gate (base) and drain (collector) terminals. โ€ข The 2nd harmonic impedance also contribute to the memory effects observed in an amplifier โ€ข Analogue circuit techniques can be used to reduce the memory effects โ€ข The thermal memory is best corrected by digital means and adequate thermal management.

Editor's Notes

  1. In any practical amplifier circuit, an inductor circuit is used in the bias network. An inductor is an energy storing element, pretty much like a flywheel. In a flywheel, the stored energy is given as: By the same analogy, in an inductor the stored energy is proportional to the inductance value and the square of the current through the inductor: As the intnertia present of a flywheel prevents a sudden change in wheelโ€™s velocity (analogous to the current), in an inductor the current can not be changed in an abrupt fashion. Any fast changes in instantaneous current in t he circuit will be prevented by the inductor stored energy, as if the circuit has a memory of its previous state.
  2. Using Volterra analysis, the circuit elements nonlinearities are modeled by polynomials where the coefficients are the derivatives of transfer functions around the nominal bias conditions. The main advantage of the model is that the individual contributors to the IM3, can be presented as a sum of vectors, each of which presenting the nonlinearity of a particular circuit element at the measured frequency. Volterra analysis is therefore a powerful tool that can provide an insight into the distortion mechanisms. The information about the dominant contributors and possible cancellation schemes can be worked out.
  3. In a linearization scheme without provisions to compensate for the dynamic nonlinearity, a suitable combination of capacitors can reduce the impedance of RF decoupling network by introducing transmission zeros @ selected frequencies over the video bandwidth of the amplifier. In a linearizer circuit with memory corrections, introduction of transmission zeros can add to the complexity of correcting algorithm.