Behavioral Modeling and Predistortion

被引:419
作者
Ghannouchi, Fadhel M. [2 ]
Hammi, Oualid [1 ,2 ]
机构
[1] Green Radio Technol Inc, Calgary, AB, Canada
[2] Univ Calgary, Dept Elect Engn, iRadio Lab, Schulich Sch Engn, Calgary, AB T2N 1N4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
RF POWER-AMPLIFIERS; REDUCTION-BASED VOLTERRA; DIGITAL PREDISTORTION; QUANTIFICATION; LINEARIZATION; BASEBAND;
D O I
10.1109/MMM.2009.934516
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The innovative technique, digital predistortion is the linearization technique widely used for applications with or up to 20 MHz bandwidth. The performance of behavioral modeling is influenced by two key aspects, the observation and the formulation. The observation refers to accurate acquisition of the signals at the input and output of the device under test (DUT) and formulation refers to choice of a suitable mathematical relation that describes all the significant interaction between the DUT's input and output signals. The approaches that can be considered to synthesize the predistortion function consists of synthesizing and then inverting the model of the DUT to be linearized. The second approach consists of identifying the digital predistortion function directly. The behavior of the DUT can be experimentally measured using the instantaneous complex baseband waveform approach. The formulations proposed for behavioral modeling and digital predistortion include the nested look-up table, the Volterra model, memory polynomial, envelope memory polynomial, and, Wiener model.
引用
收藏
页码:52 / 64
页数:13
相关论文
共 47 条
[1]  
ANDERSON O, 2000, 56 ARFTG C DIG BOULD, P111
[2]   New closed-form expressions for the prediction of multitone intermodulation distortion in fifth-order nonlinear RF circuits/systems [J].
Boulejfen, N ;
Harguem, A ;
Ghannouchi, FM .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (01) :121-132
[3]   Systematic and adaptive characterization approach for behavior modeling and correction of dynamic nonlinear transmitters [J].
Boumaiza, Slim ;
Helaoui, Mohamed ;
Hammi, Oualid ;
Liu, Taijun ;
Ghannouchi, Fadhel M. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2007, 56 (06) :2203-2211
[4]  
Braithwaite RN, 2008, IEEE MTT-S, P1524
[5]   AMPLIFIER LINEARIZATION USING A DIGITAL PREDISTORTER WITH FAST ADAPTATION AND LOW MEMORY REQUIREMENTS [J].
CAVERS, JK .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1990, 39 (04) :374-382
[6]   Broad-band measurement and identification of a Wiener-Hammerstein model for an RF amplifier [J].
Crama, P ;
Rolain, Y .
ARFTG: AUTOMATIC RF TECHNIQUES GROUP, CONFERENCE DIGEST, FALL 2002: MEASUREMENTS NEEDS FOR EMERGING TECHNOLOGIES, 2002, :49-57
[7]   Quantum statistical entropy of Kerr-de Sitter black hole [J].
Ding, TR ;
Zhao, R .
INTERNATIONAL JOURNAL OF GEOMETRIC METHODS IN MODERN PHYSICS, 2004, 1 (03) :159-166
[8]  
Draxler PJ, 2008, IEEE MTT S INT MICR, P1193
[9]   A new Volterra predistorter based on the indirect learning architecture [J].
Eun, C ;
Powers, EJ .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (01) :223-227
[10]  
GILABERT P, 2005, MICR C P APMC 2005 A