基于线性样条的数字预失真器设计及其定点实现

Karan Gumber, M. Rawat
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引用次数: 2

摘要

研究了基于线性样条多项式(LSP)的数字预失真器设计及其在16位定点FPGA上的实现。内存多项式模型在不动点实现中性能下降,提出了LSP模型作为解决方案。通过仿真和实测结果对系统性能进行了评价。据报道,我们使用样条曲线实现数值稳定的观测矩阵,因此系数的精度水平足以覆盖FPGA中的整个动态范围。
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Digital predistorter design using linear spline and its fixed point implementation
This paper investigates digital predistorter design using linear splines polynomial (LSP) and its implementation in 16-bit fixed point FPGA. The performance of memory polynomial model in fixed point implementation degrades, and LSP model has been proposed as a solution. The performance is evaluated in terms of simulation and measured result. It has been reported that we achieve numerically stable observation matrices using splines, hence accuracy level of coefficients is sufficient to cover full dynamic range in FPGA.
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