Nonlinear Compensation for High Power Amplifiers using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{conf/iscas/MoritzLH07,

• author = "Robin Moritz and Henry Leung and Xinping Huang",
• title = "Nonlinear Compensation for High Power Amplifiers using Genetic Programming",
• booktitle = "IEEE International Symposium on Circuits and Systems, ISCAS 2007",
• year = "2007",
• pages = "2323--2326",
• address = "New Orleans, USA",
• month = "27-30 " # may,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming, autonomous system identification, communication system nonlinearities, communication systems, evolutionary algorithm, high power amplifiers, least-squares parameter estimator, linear amplification, nonlinear compensation, optimal rational model structure, predistorter, predistortion module, power amplifiers, telecommunication",
• DOI = "doi:10.1109/ISCAS.2007.378853",
• size = "4 pages",
• abstract = "Nonlinearities are inherent in a high power amplifier (HPA) resulting in undesirable distortion in communication systems. A predistortion module is usually cascaded in front of the HPA to compensate these nonlinearities. The structure of the predistorter is typically unknown and must be identified to attain a linear amplification. In order to achieve an autonomous system identification of the unknown predistorter structure, this paper presents an evolutionary algorithm based on genetic programming (GP). GP is used to search for an optimal rational model structure and is combined with a least-squares parameter estimator to estimate the parameters of the evolved models. The effectiveness of the proposed identification scheme has been verified through experiments and comparison with conventional predistortion techniques.",
• notes = "least-squares LS-GP design rational function predistorters",
• bibdate = "2007-07-16",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/iscas/iscas2007.html#MoritzLH07",

}

Genetic Programming entries for Robin Moritz Henry Leung Xinping Huang

Citations