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Aprendizagens Direta e Indireta para a Identificação de Pré-distorsores de Largura de Banda Limitada

Joel H. Chavez, Luis H. A. Lolis, Eduardo G. Lima
Linearizationmemory polynomialmodelingpower amplifierswireless communications

Resumo

This work addresses the linearization of power amplifiers for wireless communication systems through band- limited digital baseband predistortion (DPD). This work contribution is to present a comparative study between the direct and indirect learning architectures for the parameter identification of band-limited DPDs. Simulation results from a case study show that the indirect learning offers a linearization capability very close to the one offered by the direct learning, but demanding for a significantly lower computational cost.