OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING
Abstract & Details
Research Area
Telecommunication
Keywords
5G
Predistortion
Neural network
LDPC
Power amplifier
non-linearity
Abstract
In this article, we have proposed a new power amplifier linearization technique based on the combination of neural network predistortion with Low Density Parity Check (LDPC) coding. We evaluated the performance of this new technique by applying it in the 5G network. The results of the simulation reveal that the combination of neural network predistortion with LDPC coding allows the 5G telecommunications network to offer both high communication reliability (low error rate) and low energy consumption of the access network.
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | RAKOTONIRINA Hariniony Bienvenu | ED Sciences et Techniques de l´Ingénierie et de l´Innovation (STII) |
| 2 | RANDRIAMITANTSOA Paul Auguste | ED Sciences et Techniques de l´Ingénierie et de l´Innovation (STII) |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Bienvenu, RAKOTONIRINA Hariniony & Auguste, RANDRIAMITANTSOA Paul (2020). OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING. International Journal of Advance Research and Innovative Ideas In Education, 6(6), 1-22.
MLA Style
Bienvenu, RAKOTONIRINA Hariniony, and RANDRIAMITANTSOA Paul Auguste. "OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING." International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 6, 2020, pp. 1-22.
IEEE Style
RAKOTONIRINA Hariniony Bienvenu and RANDRIAMITANTSOA Paul Auguste, "OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING," International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 6, pp. 1-22, 2020.
Vancouver Style
Bienvenu RAKOTONIRINA Hariniony, Auguste RANDRIAMITANTSOA Paul. OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING. International Journal of Advance Research and Innovative Ideas In Education. 2020;6(6):1-22.
Harvard Style
Bienvenu, RAKOTONIRINA Hariniony & Auguste, RANDRIAMITANTSOA Paul (2020) 'OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING', International Journal of Advance Research and Innovative Ideas In Education, 6(6), pp. 1-22.
Chicago Style
Bienvenu, RAKOTONIRINA Hariniony and RANDRIAMITANTSOA Paul Auguste. "OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING." International Journal of Advance Research and Innovative Ideas In Education 6, no. 6 (2020): 1-22.
Turabian Style
Bienvenu, RAKOTONIRINA Hariniony and RANDRIAMITANTSOA Paul Auguste. "OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING." International Journal of Advance Research and Innovative Ideas In Education 6, no. 6 (2020): 1-22.
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