In this article, we propose a new behavioral modeling approach, called boosted model tree, to characterize and compensate for the complex nonlinear distortions induced by wideband high-efficiency radio frequency power amplifiers. With proposed model, input data are classified into different zones decision trees each zone is assigned separate submodels. We also employ boosting technique build mu...