A special complex-valued simplicial canonical piecewise linear function for amplifier and predistorter nonlinearity representation

IEICE Electronics Express

Xiaowei Kong¹  Wei Xia¹  Zishu He¹  Hongshu Liao¹ 

[1] School of Electronic Engineering, University of Electronic Science and Technology of China

关键词: simplicial canonical piecewise linear function (SCPWL);    polynomial function;    nonlinear modeling;    normalized mean square error (NMSE);   

DOI  :  10.1587/elex.8.1556

学科分类：电子、光学、磁材料

来源: Denshi Jouhou Tsuushin Gakkai

【 摘 要 】

References(6)In this paper, a special complex-valued simplicial canonical piecewise linear (CSCPWL) function is presented for power amplifier and digital predistorter nonlinearity representation. The proposed function is derived from the simplicial canonical piecewise linear (SCPWL) function approximates to polynomial basis and can be easily applied for baseband modeling with complex-valued signal. Through the experiment simulation, the modeling capacity, algorithm complexity and numerical stability of the proposed function are discussed. Finally, the conclusion that the special CSCPWL function is a compromise between the system performance and hardware cost is given.

【 授权许可】

Unknown