high performance digital predistortion for wideband rf power amplifiers

High Performance Digital PredistortionFor Wideband RF Power Amplifiers

High Performance Digital PredistortionFor Wideband RF Power Amplifiers

From Concept to Implementation

Visit To CTVR, Trinity College Dublin, Ireland

Dr. Lei Guan

(lei.guan@ieee.org)

Visit To CTVR, Trinity College Dublin, Ireland

From Concept to Implementation

Verification

ConceptProblem

Digital

Scientific R&D Topic:Specific;Measurable;Achievable;Result-oriented;Time-limited.

/1915th August 2012 2 Dr. Lei Guan (lei.guan@ieee.org)

Simulation

System

Implementation

Digital Predistortion

VHDL

Why need for Power Amplifier (PA) ?

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

Mobile NetworkBase station

/1915th August 2012 3

PA: analogue circuit, converting DC power to added RF powerPA: analogue circuit, converting DC power to added RF power

Mobile Network

TransceiverPower Amplifier

• Wireless communication: communicate with anyone, at anywhere, at anytime;

• To perform long distance wireless transmission, base stations are required for communications signal relay;

• Power amplifiers are used to increase the power of signal.

• Wireless communication: communicate with anyone, at anywhere, at anytime;

• To perform long distance wireless transmission, base stations are required for communications signal relay;

• Power amplifiers are used to increase the power of signal.

Dr. Lei Guan (lei.guan@ieee.org)

Why need for Wideband PA ?

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 4

Wider bandwidth transceiver requiredWider bandwidth transceiver required

Higher data density modulation requiredHigher data density modulation required• To provide faster data transmission (Video call, on-line movie… )

• To provide better service to more users

• To provide faster data transmission (Video call, on-line movie… )

• To provide better service to more users

Dr. Lei Guan (lei.guan@ieee.org)

Why need for High-efficiency PA ?

Typical PA efficiency: 15~30%Typical PA efficiency: 15~30%From Vodafone

PA

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 5

• Economic: reduce wasted cost tosave €€€€;

• Green ICT: reduce wasted powerconsumption to save energy;

• Environmental: reduce CO2 tosave earth;

• Economic: reduce wasted cost tosave €€€€;

• Green ICT: reduce wasted powerconsumption to save energy;

• Environmental: reduce CO2 tosave earth;

High-efficiency PA requiredHigh-efficiency PA requiredFrom NSN

Dr. Lei Guan (lei.guan@ieee.org)

Linearity and Efficiency Compromise

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 6

PA

T-domain

F-domain

How to provide maximum PA efficiency with satisfactory linearity ?

How to provide maximum PA efficiency with satisfactory linearity ?

PA must be operated at linear region !PA must be operated at linear region !

Dr. Lei Guan (lei.guan@ieee.org)

Digital Predistortion (DPD)

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 7

• Extend linear operation region of power amplifiers

• Digital signal processing (Reliable and flexible)

• Standalone unit (Integrated and duplicable)

PA

Dr. Lei Guan (lei.guan@ieee.org)

DPD System Requirement

• Digital Predistorter (DPD):

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 8

• Digital Predistorter (DPD):

– Accurate behavioral models required to describe inverse behavior;

– Real-time processing/High speed hardware implementation required.

• Parameter Extraction / Model Extraction:

– Coefficients value initialization/ adaptation;

– Can be “slowly” updated, not necessarily real-time.

• Data forward and feedback path:

– High speed ADC and DAC required;

– Up-converter and down-converter required.

Dr. Lei Guan (lei.guan@ieee.org)

DPD Simulation System

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 9

• MATLAB/Simulink environment;

• To validate DPD idea/algorithm for genetic RF nonlinear system;

• Simplified system simulation, ideal DAC/ADC, Mod/Demod units;

• Rapid algorithm validation;

• Low cost and flexible;

• But not Physical test for PAs in real wireless systems.

Dr. Lei Guan (lei.guan@ieee.org)

DPD Simulation Results

AM/AM

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

Volterra model

Coefficients are linear with respect to input

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DPD model extraction

PSD

LS/LMS

Linear System ID

Dr. Lei Guan (lei.guan@ieee.org)

Direct DPD Implementation

Direct structure: A large number of complex multipliers are required, and this number increases dramatically when nonlinear order P and memory length M increase

Direct structure: A large number of complex multipliers are required, and this number increases dramatically when nonlinear order P and memory length M increase

1 1

2 22 2( 1) 2 *

2 1,1 2 1,20 0 1 1

( ) ( ) ( ) ( ) ( ) ( ) ( ) ( )

P P

M Mk k

k kk i k i

u n g i x n x n i g i x n x n x n i

Volterra model:

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 11

Hardware Multiplier (HM) occupies a large area of silicon; dedicated signal processing units with limited number on chip, e.g., Xilinx Virtex-4 XC4SX35 ( Only 192 DSP48 units)

Hardware Multiplier (HM) occupies a large area of silicon; dedicated signal processing units with limited number on chip, e.g., Xilinx Virtex-4 XC4SX35 ( Only 192 DSP48 units)

Dr. Lei Guan (lei.guan@ieee.org)

Low-cost DPD Implementation

1. LUT-assisted Gain Indexing:Memory is much cheaper than hardware multipliers

2. TDM-based Multiplier Sharing:FPGA clock is faster than required data rate

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

1 1

2 22 2( 1) 2 *

2 1,1 2 1,20 0 1 1

( ) ( ) ( ) ( ) ( ) ( ) ( ) ( )

P P

M Mk k

k kk i k i

u n g i x n x n i g i x n x n x n i

Volterra model:

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[L. Guan, WO 2010/136114 A1]

Dr. Lei Guan (lei.guan@ieee.org)

DPD Validation Platform Design

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

• Practicability: Focus on Fundamental units• Flexibility: 2-Mode DPD (soft & Hard)Hardware (e.g., FPGA) + Software (e.g., Matlab)

• Expandability: Design each function independently

• Practicability: Focus on Fundamental units• Flexibility: 2-Mode DPD (soft & Hard)Hardware (e.g., FPGA) + Software (e.g., Matlab)

• Expandability: Design each function independently

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[L. Guan, et al., EI project report]

Dr. Lei Guan (lei.guan@ieee.org)

Matlab-based Graphic User Control Panel (PC)

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

Other necessary functions are required to get the whole system running properly, as shown in the diagram

/1915th August 2012 14

Graphic User Control Panel Background Layer of Control Panel

Dr. Lei Guan (lei.guan@ieee.org)

FPGA-based Core Logics (Baseband)

Clock Management Logics (Multi -region clocks)

Clock Management Logics (Multi -region clocks)

Data Interface Logics (UART, LVDS)

Data Interface Logics (UART, LVDS) Xilinx Virtex 5

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

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User Defined Logics (DPD,…)User Defined Logics (DPD,…)

External ICs ConfigurationLogic (DAC,…)

External ICs ConfigurationLogic (DAC,…)

Mode:1. Soft-DPD2. Hard-DPD

Mode:1. Soft-DPD2. Hard-DPD

Dr. Lei Guan (lei.guan@ieee.org)

Typical Analog Front-end (RF)

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 16 Dr. Lei Guan (lei.guan@ieee.org)

Picture of the DPD Test Platform

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

Robust Validation Procedure:

1. FPGA -> EXP -> FPGA (Chip Loop);

2. PC -> FPGA ->PC (Digital Loop);

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3. ESG -> RF -> FPGA -> PC (RX);

4. PC -> FPGA -> RF ->PSA (TX);

5. PC -> FPGA -> RF -> FPGA -> PC (System loop);

Step1: Physical link validation;Step2: Core function validation;

Dr. Lei Guan (lei.guan@ieee.org)

DPD Linearization Performance

Problem -> Concept -> System -> Simulation -> Implementation -> Verification

/1915th August 2012 18

PA: Doherty PA;

Fc: 2.14 GHz;

Sig: 8-carrier UMTS (40 MHz);

ACPR (± 5MHz): (Required spectral mask: -45 dB)W/O DPD -25 dB;With DPD -57 dB;

EVM (%):W/O DPD 10.77%;With DPD 0.39%;

Dr. Lei Guan (lei.guan@ieee.org)

Q and A

• Basic introduction of Digital Predistortion;

• Include all the fundamental development procedure (From concept to implementation);

• Can be used to compensate for nonlinear distortion in other electronic systems (ADC, Echo

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distortion in other electronic systems (ADC, Echo cancellation…)

• Thanks for your attention !!

15th August 2012 19 Dr. Lei Guan (lei.guan@ieee.org)