Independent Digital Predistortion Parameters Estimation Using Adaptive Principal Component Analysis

IEEE Transactions on Microwave Theory and Techniques(2018)

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摘要
This paper presents an estimation/adaptation method based on the adaptive principal component analysis (APCA) technique to guarantee the identification of the minimum necessary parameters of a digital predistorter. The proposed estimation/adaptation technique is suitable for online field-programmable gate array or system on chip implementation. By exploiting the orthogonality of the resulting tran...
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关键词
Principal component analysis,Covariance matrices,Predistortion,Robustness,Estimation,Field programmable gate arrays,Complexity theory
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