Enhanced Adaptive Normalized Min-Sum Algorithm for Layered Scheduling of 5G-NR LDPC codes

Zhou, Ziqi; Peng, Kewu; Krylov, Aleksei; Rashich, Andrey; Tkachenko, Dmitry; Li, Fengshuang; Zhang, Chao; Song, Jian

doi:10.1109/bmsb49480.2020.9379739

Cited by 7 publications

(1 citation statement)

References 15 publications

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“…In a manner that is similar to the shown example, in this study, the base graph 2 (i.e., B 2 ) matrix is considered to have 42 layers/rows to guarantee layered processing of decoders in the 5G standard. This layering mechanism allows for updated LLR messages on a layer to be used within the same iteration to perform new CN computations, rather than waiting for all column and row computations to produce newer messages [23]. Accordingly, the layered OMS decoding was implemented in this paper.…”

Section: (Vn Calculation)mentioning

confidence: 99%

P-LDPC coded image transmission with OFDM over underwater acoustic channel

Al-Kadhimi,

Abdelkareem,

Tsimenidis

2024

Acta Polytech

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Underwater environment is still an attractive area to explore and exploit by human beings. However, underwater characteristics limit communications due to harsh channel conditions, and efficient channel codes are essential to deploy. This study presents an underwater system based on protograph low-density parity check (P-LDPC) codes and orthogonal frequency division multiplexing (OFDM) for image transmission. The system proves a successful reconstruction of P-LDPC coded images with different levels of comparison. The performance of the proposed system is evaluated using nine objective measures such as bit error rate (BER) and peak signal to noise ratio (PSNR). Firstly, the proposed system performance is evaluated with different block lengths of P-LDPC code. Then, the implemented system shows a coding gain of approximately 1.75 dB for applying P-LDPC when compared to polar with cyclic redundancy check at 0.0001 BER. Additionally, image subjective assessment is obtained to demonstrate how the P-LDPC outweighs polar and turbo product codes in terms of estimated image quality. Lastly, further investigation is performed to study the effect of varying fast Fourier transform (FFT) size and cyclic prefix (CP) length on image reserved quality. The results show that the received image is better reconstructed for larger FFT sizes since that produce longer CP and symbol duration, and that in turn helps the system to combat the multipath fading introduced by the underwater channel.

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Section: (Vn Calculation)mentioning

confidence: 99%