Kinerja Sandi Koreksi Kesalahan LDPC pada Transmisi Citra

Authors

  • Wiwien Widyastuti Universitas Sanata Dharma

Keywords:

LDPC, BER, parity check matrix,, SNR, decoder

Abstract

The Low Density Parity Check (LDPC) code is a linear error correction code that is used to correct errors in the message transmission process over a noisy transmission channel. LDPC codes are capacity-approaching codes, which means that practical constructions exist that allow the noise threshold to be set very close to the theoretical maximum (the Shannon limit). One type of message that is often transmitted is in the form of images. This research aims to see the performance of LDPC in image transmission. The research was carried out by simulating image transmission using LDPC encoder and decoder where the code rate, the density of the parity check matrix and the Signal to Noise Ratio (SNR) were varied. LDPC code performance is measured using the Bit Error Rate (BER). The research results show that BER is strongly influenced by code rate, parity check matrix density and SNR.

References

Gallager, R. G., "Low-density parity-check codes, "IRE Transactions on Information Theory, 8(1), 21-28, 1963

Richardson, T., & Urbanke, R., "Modern coding theory". Cambridge University Press, 2008.

Moon, Todd K. , "Error Correction Coding, Mathematical Methods and Algorithms", Wiley. ISBN 0-471-64800-0, 2005.

Amin Shokrollahi, "LDPC Codes: An Introduction", 2003.

Hardesty, L., "Explained: Gallager codes". MIT News, 2010.

https://en.wikipedia.org/wiki/Low-density_parity-check_code

Zhang, Y., & Liu, Y., "A construction of the high-rate regular quasi-cyclic LDPC codes. " EURASIP Journal on Wireless Communications and Networking, 2018(1), 1-10.

Wang, Y., & Zhang, Y., "A high-rate LDPC code design for 5G new radio. IEEE Access", 7, 10798-10806., 2019

TechTarget, "Signal-to-noise ratio (S/N or SNR)". diambil dari https://www.techtarget.com/searchnetworking/definition/signal-to-noise-ratio, 2003

Tutorialspoint., "What is Signal to Noise Ratio? ", diambil dari https://www.tutorialspoint.com/what-is-signal-to-noise-ratio, 2021.

Wikipedia., "Signal-to-noise ratio", diambil dari https://en.wikipedia.org/wiki/Signal-to-noise_ratio, 2023

Cisco Meraki, "Signal-to-Noise Ratio (SNR) and Wireless Signal Strength", diambil dari https://documentation.meraki.com/MR/Wi-Fi_Basics_and_Best_Practices/Signal-to-Noise_Ratio_(SNR)_and_Wireless_Signal_Strength, 2023

Thuneibat, S. A., Al_Issa, H., & Ijjeh, A., “A Simplified Model of Bit Error Rate Calculation”, Computer and Information Science, 9(1), 41,2015.

Mahjabeen, D., Tarafder, M. R., & Ahmed, T. S.,”Bit Error Rate Analysis In Different Terrains For Lte”, International Journal of Research - GRANTHAALAYAH, 7(7), 331–339., 2019.

Thuneibat, S. A., Al_Issa, H., & Ijjeh, A.. “A Simplified Model of Bit Error Rate Calculation”, Computer and Information Science, 9(1), 41, 2015.

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Published

2024-04-02

How to Cite

Widyastuti, W. (2024). Kinerja Sandi Koreksi Kesalahan LDPC pada Transmisi Citra. Prosiding Seminar Nasional Wijayakusuma National Conference , 4(1), 77–84. Retrieved from https://ejournal.cilacapkab.go.id/index.php/winco/article/view/193