1-b Observation for Direct-Learning-Based Digital Predistortion of RF Power Amplifiers
|Title:||1-b Observation for Direct-Learning-Based Digital Predistortion of RF Power Amplifiers||Authors:||Wang, Haoyu; Li, Gang; Zhou, Chongbin; Zhu, Anding; et al.||Permanent link:||http://hdl.handle.net/10197/8381||Date:||23-Jan-2017||Online since:||2017-02-28T13:48:44Z||Abstract:||In this paper, we propose a low-cost data acquisition approach for model extraction of digital predistortion (DPD) of RF power amplifiers. The proposed approach utilizes only 1-bit resolution analog-to-digital converters (ADCs) in the observation path to digitize the error signal between the input and output signals. The DPD coefficients are then estimated based on the direct learning architecture using the measured signs of the error signal. The proposed solution is proved to be feasible in theory and the experimental results show that the proposed algorithm achieves equivalent performance as that using the conventional method. Replacing high resolution ADCs with 1- bit comparators in the feedback path can dramatically reduce the power consumption and cost of the DPD system. The 1-bit solution also makes DPD become practically implementable in future broadband systems since it is relatively straightforward to achieve an ultra-high sampling speed in data conversion by using only simple comparators.||Funding Details:||Science Foundation Ireland||Funding Details:||Natural Science Foundation of China||Type of material:||Journal Article||Publisher:||IEEE||Journal:||IEEE Transactions on Microwave Theory and Techniques||Volume:||PP||Issue:||99||Start page:||1||End page:||11||Copyright (published version):||2017 IEEE||Keywords:||Analog-to-digital converter (ADC); Digital predistortion (DPD); Error signal; Linearization; Low resolution; Power amplifier (PA); Wideband||DOI:||10.1109/TMTT.2016.2642945||Language:||en||Status of Item:||Peer reviewed||This item is made available under a Creative Commons License:||https://creativecommons.org/licenses/by-nc-nd/3.0/ie/|
|Appears in Collections:||Electrical and Electronic Engineering Research Collection|
Show full item record
Page view(s) 52,759
If you are a publisher or author and have copyright concerns for any item, please email email@example.com and the item will be withdrawn immediately. The author or person responsible for depositing the article will be contacted within one business day.