Implementation of Tiny Machine Learning (TinyML) as Pre-distorter for High Power Amplifier (HPA)Linearization of SDR-based MIMO-OFDM

Author:

Gulo Melki Mario1,Astawa I Gede Puja2,Sudarsono Amang1,Priambodo Naufal Ammar2,Gunawan Muhammad Wisnu2

Affiliation:

1. Politeknik Elektronika Negeri Surabaya,Informatics and Computer Department,Surabaya,Indonesia

2. Politeknik Elektronika Negeri Surabaya,Electrical Department,Surabaya,Indonesia

Publisher

IEEE

Reference16 articles.

1. Application of signal processing worksystem simulation in Look-up table prodistorter design;li;2010 International Conference on Computer Application and System Modeling (ICCASM 2010),2010

2. Effects of HPA-nonlinearity on 4-DPSK/OFDM-signal for a digital sound broadcasting system;rapp;European Conference on Satellite Communications,1991

3. Phased-Array Radar System Simulator (PASIM): Development and Simulation Result Assessment

4. Saleh Model and Digital Predistortion for Power Amplifiers in Wireless Communications Using the Third-Order Intercept Point

5. Frequency-Independent and Frequency-Dependent Nonlinear Models of TWT Amplifiers

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