Digital Predistorter Implementation for Wideband Power Amplifiers in New Generation Wireless Systems Based on a Low‐Complexity Volterra Series Model

ABSTRACT In this article, we provide a novel, expanded, and adapted pruning approach for the Simplified Volterra Series (SVS) model that makes it applicable to a wider range of Power Amplifiers (PAs). The proposed Modified SVS (MSVS) model is then applied in a Digital Predistortion (DPD) architecture to linearize a 25 W Gallium Nitride (GaN) RF PA. A comprehensive and detailed experimental hardware setup is designed for the in‐depth testing and validation of the proposed model based DPD architecture, covering PA characterization, model coefficients extraction, and linearization. Our proposed MSVS based DPD significantly reduces the computational cost by at least 60% compared to widely referenced models in the literature while maintaining an optimal balance between accuracy and complexity. Experimental results performed using Long Term Evolution (LTE) signals show a modeling accuracy of −37 dB in terms of Normalized Mean Square Error (NMSE) and a 14 dB reduction in out‐of‐band distortion in terms of Adjacent Channel Power Ratio (ACPR), compared to the no DPD configuration.

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Publication Details

Journal
International Journal of Numerical Modelling Electronic Networks Devices and Fields
Published
2025-09-01
DOI
https://doi.org/10.1002/jnm.70113
Primary Topic
Advanced Power Amplifier Design
Type
article
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article

Digital Predistorter Implementation for Wideband Power Amplifiers in New Generation Wireless Systems Based on a Low‐Complexity Volterra Series Model

Fatma Rouissi, Ghalid Abib, Haithem Rezgui, Adel Ghazel
International Journal of Numerical Modelling Electronic Networks Devices and Fields
Advanced Power Amplifier Design
article

Digital Predistorter Implementation for Wideband Power Amplifiers in New Generation Wireless Systems Based on a Low‐Complexity Volterra Series Model

Fatma Rouissi, Ghalid Abib, Haithem Rezgui, Adel Ghazel
article en

Abstract

ABSTRACT In this article, we provide a novel, expanded, and adapted pruning approach for the Simplified Volterra Series (SVS) model that makes it applicable to a wider range of Power Amplifiers (PAs). The proposed Modified SVS (MSVS) model is then applied in a Digital Predistortion (DPD) architecture to linearize a 25 W Gallium Nitride (GaN) RF PA. A comprehensive and detailed experimental hardware setup is designed for the in‐depth testing and validation of the proposed model based DPD architecture, covering PA characterization, model coefficients extraction, and linearization. Our proposed MSVS based DPD significantly reduces the computational cost by at least 60% compared to widely referenced models in the literature while maintaining an optimal balance between accuracy and complexity. Experimental results performed using Long Term Evolution (LTE) signals show a modeling accuracy of −37 dB in terms of Normalized Mean Square Error (NMSE) and a 14 dB reduction in out‐of‐band distortion in terms of Adjacent Channel Power Ratio (ACPR), compared to the no DPD configuration.

International Journal of Numerical Modelling Electronic Networks Devices and FieldsVol. 38(5)
University of Carthage (TN), Normandie Université (FR), Institut Polytechnique de Paris (FR), Université de Rouen Normandie (FR)
Openalex Percentile: Top 77%
Advanced Power Amplifier Design
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Digital Predistorter Implementation for Wideband Power Amplifiers in New Generation Wireless Systems Based on a Low‐Complexity Volterra Series Model — Fatma Rouissi, Ghalid Abib, et al. · International Journal of Numerical Modelling Electronic Networks Devices and Fields (2025) | TGRS Research Map | TGRS