A Comparative Analysis of the Complexity/Accuracy Tradeoff in Power Amplifier Behavioral Models

被引：228

作者：

Tehrani, Ali Soltani ^{[1
]}

Cao, Haiying ^{[2
]}

Afsardoost, Sepideh ^{[1
]}

Eriksson, Thomas ^{[1
]}

Isaksson, Magnus ^{[3
]}

Fager, Christian ^{[2
]}

机构：

[1] Chalmers Univ Technol, Dept Signals & Syst, SE-41296 Gothenburg, Sweden

[2] Chalmers Univ Technol, Dept Microtechnol & Nanosci, SE-41296 Gothenburg, Sweden

[3] Univ Gavle, Ctr RF Measurement Technol, SE-80176 Gavle, Sweden

来源：

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES | 2010年 / 58卷 / 06期

关键词：

Behavioral modeling; nonlinear distortion; nonlinear filters; power amplifiers (PAs); radio communication; Volterra series; REDUCTION-BASED VOLTERRA; DIGITAL PREDISTORTION; SERIES; IDENTIFICATION; SYSTEMS;

D O I：

10.1109/TMTT.2010.2047920

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：

A comparative study of state-of-the-art behavioral models for microwave power amplifiers (PAs) is presented in this paper. After establishing a proper definition for accuracy and complexity for PA behavioral models, a short description on various behavioral models is presented. The main focus of this paper is on the modeling accuracy as a function of computational complexity. Data is collected from measurements on two PAs-a general-purpose amplifier and a Doherty PA designed for WiMAX-for different output power levels. The models are characterized in terms of accuracy and complexity for both in-band and out-of-band error. The results show that, among the models studied, the generalized memory polynomial behavioral model has the best tradeoff for accuracy versus complexity for both PAs, and can obtain high performance at half of the computational cost of all other models analyzed.

引用

页码：1510 / 1520

页数：11

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