DocumentCode :
2115122
Title :
Floating-point error and its effect analysis of digital pre-distortion
Author :
Yuming, Luo ; Chunhui, Huang
Author_Institution :
Sch. of Phys. & Inf. Eng., Fuzhou Univ., Fuzhou, China
fYear :
2012
fDate :
21-23 April 2012
Firstpage :
1824
Lastpage :
1828
Abstract :
The power amplifier of the radio repeater often works in the nonlinear regime to improve its efficiency, which will not only cause a lower SNR and mutual interference between the channels, but also increase the error rate of the signals transmitted in their own channels. This paper utilizes the pre-distortion technology to solve the problem and applies the QRD_RLS self-adaptive algorithm to realize the DPD in FPGA. The data truncation errors in FPGA are operated and stored by a finite floating point. Based on results of DPD, the rise of baseline is analyzed in this paper. This paper proves that error is the leading cause to the rise of baseline. Moreover, the errors caused by the truncate operation are discussed, and the method of reducing truncation errors is also demonstrated. After optimization, the SNR of the circuit grows more than 35 dB, the ACPR improves 20 dB and the influence of errors is limited to merely 3dB.
Keywords :
field programmable gate arrays; floating point arithmetic; least squares approximations; optimisation; power amplifiers; radio repeaters; ACPR; DPD technology; FPGA; QRD_RLS self-adaptive algorithm; SNR; data truncation error reduction; digital pre-distortion technology; finite floating point error rate; gain 20 dB; mutual interference; optimization; power amplifier; radio repeater; signals transmitted error rate; Equations; Field programmable gate arrays; Finite wordlength effects; Mathematical model; Predistortion; Signal to noise ratio; QRD_RLS; digital pre-distortion; signal to noise ratio (SNR); truncation error;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
Type :
conf
DOI :
10.1109/CECNet.2012.6201563
Filename :
6201563
Link To Document :
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