Open AccessImplementation of Layered Decoding Architecture for LDPC Code using Layered Min-Sum Algorithm
Author(s) -
Sandeep Kakde,
Atish Khobragade,
Shrikant Ambatkar,
Pranay Nandanwar
Publication year - 2017
Publication title -
iium engineering journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.141
H-Index - 6
eISSN - 2289-7860
pISSN - 1511-788X
DOI - 10.31436/iiumej.v18i2.677
Subject(s) - low density parity check code , computer science , algorithm , bit error rate , noisy channel coding theorem , decoding methods , additive white gaussian noise , forward error correction , electronic engineering , channel (broadcasting) , telecommunications , error floor , engineering
For binary field and long code lengths, Low Density Parity Check (LDPC) code approaches Shannon limit performance. LDPC codes provide remarkable error correction performance and therefore enlarge the design space for communication systems.In this paper, we have compare different digital modulation techniques and found that BPSK modulation technique is better than other modulation techniques in terms of BER. It also gives error performance of LDPC decoder over AWGN channel using Min-Sum algorithm. VLSI Architecture is proposed which uses the value re-use property of min-sum algorithm and gives high throughput. The proposed work has been implemented and tested on Xilinx Virtex 5 FPGA. The MATLAB result of LDPC decoder for low bit error rate (BER) gives bit error rate in the range of 10-1 to 10-3.5 at SNR=1 to 2 for 20 no of iterations. So it gives good bit error rate performance. The latency of the parallel design of LDPC decoder has also reduced. It has accomplished 141.22 MHz maximum frequency and throughput of 2.02 Gbps while consuming less area of the design.