Baseband Equivalent Models and Digital Predistortion for Mitigating Dynamic Continuous-Time Perturbations in Phase-Amplitude Modulation-Demodulation Schemes (Expanded version)
Abstract
We consider baseband equivalent representation of transmission circuits, in the form of a nonlinear dynamical system in discrete time (DT) defined by a series interconnection of a phase-amplitude modulator, a nonlinear dynamical system in continuous time (CT), and an ideal demodulator. We show that when is a CT Volterra series model, the resulting is a series interconnection of a DT Volterra series model of same degree and memory depth, and an LTI system with special properties. The result suggests a new, non-obvious, analytically motivated structure of digital pre-compensation of analog nonlinear distortions such as those caused by power amplifiers in digital communication systems. The baseband model and the corresponding digital compensation structure readily extend to OFDM modulation. MATLAB simulation is used to verify proposed baseband equivalent model and demonstrate effectiveness of the new compensation scheme, as compared to the standard Volterra series approach.
Cite
@article{arxiv.1510.01705,
title = {Baseband Equivalent Models and Digital Predistortion for Mitigating Dynamic Continuous-Time Perturbations in Phase-Amplitude Modulation-Demodulation Schemes (Expanded version)},
author = {Omer Tanovic and Alexandre Megretski and Yan Li and Vladimir M. Stojanovic and Mitra Osqui},
journal= {arXiv preprint arXiv:1510.01705},
year = {2017}
}
Comments
26 pages, 10 figures. This is an expanded version, with more details, of the paper which was published in the proceedings of the 55th Conference on Decision and Control (CDC), Las Vegas, NV, 2016. Old/short version available at arXiv:1411.1328