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Title: :  OPTIMIZING 5G NETWORK PERFORMANCE BY COMBINING NEURAL NETWORK BASED PREDISTORTION WITH LDPC CODING
PaperId: :  12990
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-12990
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAKOTONIRINA Hariniony BienvenuED Sciences et Techniques de l´Ingénierie et de l´Innovation (STII)
RANDRIAMITANTSOA Paul AugusteED Sciences et Techniques de l´Ingénierie et de l´Innovation (STII)

Abstract

Telecommunication
5G, Predistortion, Neural network, LDPC, Power amplifier, non-linearity
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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IJARIIE 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 Volume 6 Issue 6 2020 Page 1-22
MLA 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 6.6(2020) : 1-22.
APA RAKOTONIRINA Hariniony Bienvenu, & RANDRIAMITANTSOA Paul Auguste. (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.
Chicago 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 6, no. 6 (2020) : 1-22.
Oxford 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, 2020, p. 1-22. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/OPTIMIZING_5G_NETWORK_PERFORMANCE_BY_COMBINING_NEURAL_NETWORK_BASED_PREDISTORTION_WITH_LDPC_CODING_ijariie12990.pdf (Accessed : 01 May 2025).
Harvard RAKOTONIRINA Hariniony Bienvenu, and RANDRIAMITANTSOA Paul Auguste. (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. 1-22IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/OPTIMIZING_5G_NETWORK_PERFORMANCE_BY_COMBINING_NEURAL_NETWORK_BASED_PREDISTORTION_WITH_LDPC_CODING_ijariie12990.pdf (Accessed : 01 May 2025)
IEEE 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, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/OPTIMIZING_5G_NETWORK_PERFORMANCE_BY_COMBINING_NEURAL_NETWORK_BASED_PREDISTORTION_WITH_LDPC_CODING_ijariie12990.pdf [Accessed : 01 May 2025].
Turabian 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 [Online]. volume 6 number 6 (01 May 2025).
Vancouver 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 [Internet]. 2020 [Cited : 01 May 2025]; 6(6) : 1-22. Available from: https://ijariie.com/AdminUploadPdf/OPTIMIZING_5G_NETWORK_PERFORMANCE_BY_COMBINING_NEURAL_NETWORK_BASED_PREDISTORTION_WITH_LDPC_CODING_ijariie12990.pdf
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