학술논문

A New Digital Predistortion Based On B spline Function With Compressive Sampling Pruning
Document Type
Conference
Source
2022 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2022 International. :1200-1205 May, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Wireless communication
Computational modeling
Fitting
Stability analysis
Predistortion
Encoding
Complexity theory
power amplifier
digital predistortion
spline
Volterra series
compressive sampling
Language
ISSN
2376-6506
Abstract
A power amplifier(PA) is inherently nonlinear device and is used in a communication system widely. Due to the nonlinearity of PA, the communication system is hard to work well. Digital predistortion (DPD) is the way to solve this problem. Using Volterra function to fit the PA is what most DPD solutions do. However, when it comes to wideband signal, there is a deduction on the performance of the Volterra function. In this paper, we replace the Volterra function with B-spline function which performs better on fitting PA at wideband signal. And the other benefit is that the orthogonality of coding matrix $A$ could be improved, enhancing the stability of computation. Additionally, we use compressive sampling to reduce the complexity of the function model.