Digital predistortion based on B-spline CPWL models in a RoF LTE mobile fronthaul

A novel modeling and linearization model for a Radio over Fiber (RoF) LTE mobile fronthaul system is proposed in order to reduce the canonical piece-wise-linear (CPWL) model order without compromising its performance. The proposed basis is composed by cubic spline functions (B-splines basis), whose features guarantee the proposed model (BS-CPWL) accuracy when the model order is low. A 10MHz-LTE downlink signal (16QAM) is applied in order to carry out the measurements. We have experimentally demonstrated that the proposed model improves not only the modeling of the intensity modulation/direct detection (IM/DD) RoF system but also the distortion reduction, as the adjacent channel power ratio (ACPR) and error vector magnitude (EVM) values show, fulfilling the standard requirements.

[1]  Jonmei J. Yan,et al.  Open-Loop Digital Predistorter for RF Power Amplifiers Using Dynamic Deviation Reduction-Based Volterra Series , 2008, IEEE Transactions on Microwave Theory and Techniques.

[2]  Xiupu Zhang,et al.  Analysis of Simultaneous Photonic Frequency Downconversion and Optical Subcarrier Modulation in an Electroabsorption Modulator , 2012, Journal of Lightwave Technology.

[3]  Lei Guan,et al.  Optimized Low-Complexity Implementation of Least Squares Based Model Extraction for Digital Predistortion of RF Power Amplifiers , 2012, IEEE Transactions on Microwave Theory and Techniques.

[4]  Wei Hong,et al.  A Modified Canonical Piecewise-Linear Function-Based Behavioral Model for Wideband Power Amplifiers , 2016, IEEE Microwave and Wireless Components Letters.

[5]  Pedro L. Carro,et al.  Modeling and Digital Predistortion based on Zernike polynomial functions for LTE-RoF system , 2016, 2016 IEEE MTT-S International Microwave Symposium (IMS).

[6]  Xinying Li,et al.  Simple and reconfigured single-sideband OFDM RoF system. , 2016, Optics express.

[7]  Dennis R. Morgan,et al.  A robust digital baseband predistorter constructed using memory polynomials , 2004, IEEE Transactions on Communications.

[8]  A. Zhu Decomposed Vector Rotation-Based Behavioral Modeling for Digital Predistortion of RF Power Amplifiers , 2015, IEEE Transactions on Microwave Theory and Techniques.

[9]  Jesus de Mingo,et al.  Digital predistortion optimization using normalization gain adjustment in wideband systems , 2013, 2013 European Microwave Conference.

[10]  C. Fager,et al.  Digital Predistortion Using a Vector-Switched Model , 2012, IEEE Transactions on Microwave Theory and Techniques.