Behavioral modeling and predistortion of nonlinear power amplifiers based on adaptive filtering techniques
| Title | Behavioral modeling and predistortion of nonlinear power amplifiers based on adaptive filtering techniques |
| Publication Type | Conference Paper |
| Year of Publication | 2014 |
| Authors | Zerguine, A., Hammi, O., Abdelhafiz, A.H., Helaoui, M., Ghannouchi, F. |
| Conference Name | Multi-Conference on Systems, Signals Devices (SSD), 2014 11th International |
| Date Published | Feb |
| Keywords | Adaptation models, adaptive filtering, adaptive filtering techniques, adaptive filters, behavioral modeling, digital predistortion technique, DPD technique, nonlinear power amplifier predistortion, nonlinear system identification, power amplifier linearization, power amplifier nonlinearities, power amplifiers, Wireless communication |
| Abstract | In this paper, the use of some of the most popular adaptive filtering algorithms for the purpose of linearizing power amplifiers by the well-known digital predistortion (DPD) technique is investigated. First, an introduction to the problem of power amplifier linearization is given, followed by a discussion of the model used for this purpose. Next, a variety of adaptive algorithms are used to construct the digital predistorter function for a highly nonlinear power amplifier and their performance is comparatively analyzed. Based on the simulations presented in this paper, conclusions regarding the choice of algorithm are derived. |
| URL | http://ieeexplore.ieee.org/document/6808909/ |
| DOI | 10.1109/SSD.2014.6808909 |
| Citation Key | 6808909 |
- Adaptation models
- adaptive filtering
- adaptive filtering techniques
- adaptive filters
- Behavioral Modeling
- digital predistortion technique
- DPD technique
- nonlinear power amplifier predistortion
- nonlinear system identification
- power amplifier linearization
- power amplifier nonlinearities
- power amplifiers
- Wireless communication