Title :
FPGA implementation and verification of LDPC minimum sum algorithm decoder with weight (3, 6) regular parity check matrix
Author :
Yi-Hua Chen ; Chang-Lueng Chu ; Jheng-Shyuan He
Author_Institution :
Inst. of Inf. & Commun. Eng., Oriental Inst. of Technol., Taipei, Taiwan
Abstract :
This work uses a regular parity check matrix with weight (3, 6) on the 5641R plate card of the Software-Defined Radio (SDR) system developed by National Instruments. The Min-Sum Algorithm (MSA) decoder of the Low Density Parity Check (LDPC) codes is completed using the LabVIEW FPGA. Subsequently, integration with the approximate lower triangular LDPC codes complement the complete LDPC encoding and decoding system. In addition to an explicit description of the decoding mechanism of the LDPC-code MSA decoder, analyses of decoding program optimization efficiency and Bit Error Rate (BER) performance curves are conducted. The program simulation results of FPGA indicate that under the additive white Gaussian noise environment, if the BER is 1 E-05, the Signal-to-Noise Ratio (SNR) without using LDPC code is 9.6 dB. The SNR of the LDPC MSA decoder with a min-sum one iteration and ten iterations are 6.8 dB and 6 dB, respectively; the coding gain of the MSA decoder with min-sum one iteration and 10 iterations is 2.8 dB and 3.6 dB, respectively, showing a discrepancy of 0.8 dB.
Keywords :
AWGN; decoding; error statistics; field programmable gate arrays; iterative methods; optimisation; parity check codes; software radio; virtual instrumentation; 5641R plate card; BER performance; LDPC minimum sum algorithm decoder; LabVIEW FPGA; MSA decoder; National Instruments; SDR system; SNR; additive white Gaussian noise environment; approximate lower triangular LDPC code; bit error rate performance; decoding program optimization efficiency; gain 0.8 dB; gain 2.8 dB; gain 3.6 dB; low density parity check codes; min-sum algorithm iteration decoder; noise figure 6 dB; noise figure 6.8 dB; noise figure 9.6 dB; signal-to-noise ratio; software-defined radio system; weight regular parity check matrix; Arrays; Channel coding; Decoding; Field programmable gate arrays; Iterative decoding; LDPC; MSA; SDR; approximate lower triangular;
Conference_Titel :
Electronic Measurement & Instruments (ICEMI), 2013 IEEE 11th International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-0757-1
DOI :
10.1109/ICEMI.2013.6743140