DocumentCode
165950
Title
Fixed point digital predistortion system based on indirect learning architecture
Author
Dwivedi, Neeraj ; Bohara, Vivek Ashok ; Hussein, Mazen Abi ; Venard, Olivier
Author_Institution
Dept. of Electron. & Commun. Eng., IIIT Delhi, New Delhi, India
fYear
2014
fDate
24-27 Sept. 2014
Firstpage
1376
Lastpage
1380
Abstract
In this paper, we analyze the effects of fixed point (FXP) implementation on digital predistortion (DPD) system based on indirect learning architecture (ILA). Unlike the conventional floating point implementation, in FXP ILA the digital predistorter (PD) and the coefficient estimation algorithm are implemented in FXP arithmetic. We quantify the impact of this FXP implementation on the overall performance of the DPD system so that we can achieve good linearity performance with minimum number of bits for data, coefficients and arithmetic operations. The performance of the FXP DPD system is evaluated in terms of adjacent channel power ratio (ACPR) and error vector magnitude (EVM) at the output of PA when a Long Term Evolution-Advanced (LTE-Advanced) signal is applied at the input. The reference PA model used for simulation is the Wiener model and the PD has been modeled as a memory polynomial model.
Keywords
Long Term Evolution; distortion; parameter estimation; polynomials; signal processing; stochastic processes; telecommunication computing; wireless channels; ACPR; EVM; FXP DPD system; ILA; LTE-advanced signal; PA model; Wiener model; adjacent channel power ratio; coefficient estimation algorithm; error vector magnitude; fixed point digital predistortion system; indirect learning architecture; long term evolution-advanced signal; memory polynomial model; Frequency conversion; Length measurement; Linearity; Q measurement; Standards; Vectors; Digital Predistortion; Fixed Point; High Power Amplifiers; Indirect Learning Architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on
Conference_Location
New Delhi
Print_ISBN
978-1-4799-3078-4
Type
conf
DOI
10.1109/ICACCI.2014.6968268
Filename
6968268
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